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Add Bradley-Terry MM paired-comparison estimation - #291

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Add Bradley-Terry MM paired-comparison estimation#291
seonghobae wants to merge 4 commits into
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seonghobae-bradley-terry

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@seonghobae

@seonghobae seonghobae commented Jul 26, 2026 •
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Iteration 52 of the autonomous paper-implementation loop: Bradley-Terry maximum-likelihood paired-comparison worths via the MM algorithm.

Source basis (citation governance)

  • READ: choix 0.4.1 (lucasmaystre/choix, MIT) — opt.mm pairwise path, utils.py exp_transform, convergence.py L1 criterion. Adopted as the algorithmic source after Bradley & Terry (1952) and Hunter (2004) proved unacquirable (sci-hub failure, Project Euclid Incapsula block).
  • NOT READ, cited as described by choix: Hunter (2004, Ann. Statist.); Bradley & Terry (1952, Biometrika); Ford (1957) strong-connectivity condition.
  • DERIVED: matrix (non-integer weighted counts) interface generalizing choix's pair lists; all-zero-matrix rejection at every alpha (deliberate divergence from choix's uniform fallback at alpha > 0) — both documented in the code.

Contract

bradley_terry_mm(wins, n, alpha, max_iter, tol) — wins row-major n×n, wins[i*n+j] = times i beat j. Per MM update: w = n·softmax(centered params); wins_i = Σ_j W[i][j]; denominators accumulate c/(w_i+w_j) to both i and j; params' = ln((wins+α)/(denoms+α)) then centered. Convergence: Σ|new−prev| ≤ tol·n over consecutive updates (min 2 updates). Errors: shape/finite/negative/diagonal violations, all-zero matrix, zero-wins item at α=0 (non-finite log-worth), non-convergence (Ford violation).

Oracle (EXECUTED)

files/bt_oracle.py, mpmath 50 digits, iterated to 1e-40; cross-checked against pip-installed choix itself (max diff ≤ 1.4e-12). Fixtures: A asymmetric 3×3; B 2×2 with symbolic closed form ±ln(3)/2; C 4×4 with a zero pair; D = A at α=0.5 (MAP); E unbeaten-item non-convergence.

Spec-verify (adversarial, BEFORE implementation)

Verdict: APPROVED-WITH-CHANGES — all 3 mandatory changes adopted: (1) iterations==18 pin at tol=1e-8 on fixture A (kills the tol vs tol·n mutant); (2) MU5 evidence attributed to reviewer execution, not the oracle; (3) all-zero-guard divergence from choix documented. Reviewer independently recomputed pins at 80 digits and proved MU4 (weight normalization) is scale-invariant at α=0, so fixture D is its designated anchor.

Mutation kills (all EXECUTED, restore verified green)

ID Mutation Killed by
MU1 win_totals[i] += c → win_totals[j] += c bt_fixture_a
MU2 delete denoms[j] += val bt_fixture_a
MU3 drop centering bt_fixture_a
MU4 weight norm nf/s → 1/s bt_fixture_d (α=0.5)
MU5 tol·nf → tol bt_iteration_count (18 vs 19)

Tests

  • Rust: 7 tests in tests/unit/scaling_tests.rs (fixture pins read crate outputs; error contract incl. genuine zero-wins fixture; MC-500 recovery #[ignore] — EXECUTED, passes).
  • Python: TestBradleyTerry 3 tests (pins atol 1e-7 — converged iterate at tol=1e-8 sits ~4.5e-9 from the infinite-iteration oracle limit; all mutant deltas ≥ 1.1e-2).
  • Full suites: cargo -p mlsirm-core --lib 740 passed; pytest tests/test_paper_features.py 270 passed.

Stacked on #290 (seonghobae-thurstone).

Adversarial impl-review outcome

Round 1: independent reviewer re-verified all oracle pins (max error 8.24e-13 vs pins; crate-vs-choix 1.11e-16), confirmed algorithm fidelity against choix _mm_pairwise/exp_transform/NormOfDifferenceTest, confirmed the all-zero divergence claim by executing choix (mm_pairwise(3, [], alpha=0.5) returns uniform), citation governance, test honesty, rustfmt, and full error-contract probes. ONE finding: symmetric 1e300 counts returned a fit instead of the checklist-demanded ValueError.

Resolution (f62233e): symmetric finite counts are valid input whose MLE is exactly the zero vector — pinned as accepted with |params| < 1e-12; genuine f64 row-sum overflow (2e308 → inf) pinned to raise via the non-finite update guard.

Round 2 (targeted): reviewer confirmed the math ([0,0] is the correct MLE for balanced comparisons; rejecting valid finite input would be wrong), ran the tests, probed overflow + near-overflow asymmetric cases (finite correct ±0.5·ln 10, no panic/hang). VERDICT: CLEAN.

seonghobae and others added 2 commits July 26, 2026 21:25
@seonghobae
Add Thurstone (1927) Case V paired-comparison scaling
4bf9ef1 
New module mlsirm_core::scaling with thurstone_case_v: scale values
colmean(qnorm(choice)) - min, fitted model Phi(S_j - S_i), residuals,
and psych's full-matrix goodness of fit 1 - sse/ssc (pinning the psych
CODE behavior; the .Rd 'lower off diagonal' prose is stale). Algorithm
follows psych's thurstone() (Revelle; source READ); Thurstone (1927)
NOT READ, cited as origin per the psych source. Entries must be
strictly in (0, 1) -- deliberate safety divergence from psych's direct
path which admits infinite quantiles.

Pinned against a 50-digit mpmath oracle on three fixtures (asymmetric
nonzero-residual, exactly-consistent round-trip, intransitive 4x4 with
non-first min column). Five mutation kills (MU1-MU5) executed on a
clean baseline; MC-500 consistent-recovery test under #[ignore].
PyO3 binding thurstone_case_v + Python wrapper fast_mlsirm.scaling
with ThurstoneResult dataclass.

Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>
@seonghobae
Add Bradley-Terry MM paired-comparison estimation (choix opt.mm path)
ab9bedc 
Implements bradley_terry_mm in mlsirm_core::scaling following the choix
0.4.1 opt.mm pairwise algorithm (source READ; Hunter 2004 and Bradley &
Terry 1952 NOT READ, cited as described by choix): centered log-worths
from an n x n win-count matrix, alpha regularization, exp-scale weights
summing to n, L1 tol*n convergence over consecutive updates. Zero-wins
items at alpha=0, all-zero matrices (deliberate divergence from choix's
uniform fallback), and Ford-condition non-convergence raise errors.

Pinned against an EXECUTED 50-digit mpmath oracle cross-checked with
choix (max diff <= 1.4e-12): asymmetric 3x3, exact +/-ln(3)/2 closed
form, zero-pair 4x4, alpha=0.5 MAP, iterations==18 convergence pin.
Five mutation kills EXECUTED (MU1 winner accumulation, MU2 denominator
symmetry, MU3 centering, MU4 weight normalization, MU5 tol*n semantics)
plus 500-rep Monte-Carlo recovery (#[ignore]). PyO3 binding, Python
wrapper with pre-cast validation, exports, pytest class, CHANGELOG.

Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>
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📒 Files selected for processing (8)
  • CHANGELOG.md
  • crates/fast-mlsirm-py/src/lib.rs
  • crates/mlsirm-core/src/lib.rs
  • crates/mlsirm-core/src/scaling.rs
  • python/fast_mlsirm/__init__.py
  • python/fast_mlsirm/scaling.py
  • tests/test_paper_features.py
  • tests/unit/scaling_tests.rs
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@seonghobae
Pin extreme-magnitude count behavior for bradley_terry_mm
f62233e 
Impl-review probe follow-up: symmetric finite 1e300 counts are valid
input whose MLE is exactly the zero vector -- pinned as accepted with
correct params. Row sums overflowing f64 (2e308 -> inf) are pinned to
trip the non-finite update guard with an error instead of returning a
bogus fit.

Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>
@seonghobae seonghobae mentioned this pull request Jul 26, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30207762885

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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OpenCode Review Overview

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d
  • Workflow run: 30630049093
  • Workflow attempt: 1
  • Gate result: REQUEST_CHANGES (approval step)

Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30630049093

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30209878434

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30212094668

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
Loading

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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30221890072

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
Loading

opencode-agent[bot]
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30224037277

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
Loading

opencode-agent[bot]
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30226212459

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
Loading

opencode-agent[bot]
opencode-agent Bot requested changes Jul 27, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30229972454

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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opencode-agent Bot requested changes Jul 27, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30239283240

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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opencode-agent Bot requested changes Jul 27, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30265900175

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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opencode-agent Bot requested changes Jul 27, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30280143385

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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opencode-agent Bot requested changes Jul 27, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30296620270

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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opencode-agent[bot]
opencode-agent Bot requested changes Jul 27, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30302565658

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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opencode-agent[bot]
opencode-agent Bot requested changes Jul 27, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30307641041

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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opencode-agent[bot]
opencode-agent Bot requested changes Jul 27, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30312064027

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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opencode-agent[bot]
opencode-agent Bot requested changes Jul 28, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30316013290

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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opencode-agent[bot]
opencode-agent Bot requested changes Jul 28, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30319775320

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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opencode-agent[bot]
opencode-agent Bot requested changes Jul 28, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30329816760

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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opencode-agent[bot]
opencode-agent Bot requested changes Jul 28, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30338263609

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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opencode-agent[bot]
opencode-agent Bot requested changes Jul 28, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30349190789

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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opencode-agent[bot]
opencode-agent Bot requested changes Jul 28, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30357664624

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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opencode-agent[bot]
opencode-agent Bot requested changes Jul 28, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30365330563

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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opencode-agent[bot]
opencode-agent Bot requested changes Jul 28, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30383219877

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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opencode-agent[bot]
opencode-agent Bot requested changes Jul 28, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30390720928

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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opencode-agent[bot]
opencode-agent Bot requested changes Jul 28, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30396261390

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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opencode-agent[bot]
opencode-agent Bot requested changes Jul 29, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30470966771

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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opencode-agent[bot]
opencode-agent Bot requested changes Jul 29, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30477584951

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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opencode-agent[bot]
opencode-agent Bot requested changes Jul 29, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30482759014

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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opencode-agent[bot]
opencode-agent Bot requested changes Jul 29, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30488003190

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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opencode-agent[bot]
opencode-agent Bot requested changes Jul 29, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30491338296

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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opencode-agent[bot]
opencode-agent Bot requested changes Jul 29, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30494793553

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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opencode-agent[bot]
opencode-agent Bot requested changes Jul 29, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30498668164

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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opencode-agent[bot]
opencode-agent Bot requested changes Jul 30, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30501767087

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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opencode-agent Bot requested changes Jul 30, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30514736745

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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opencode-agent Bot requested changes Jul 30, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30523460138

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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opencode-agent Bot requested changes Jul 30, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30532995789

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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opencode-agent Bot requested changes Jul 30, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30540639390

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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opencode-agent[bot]
opencode-agent Bot requested changes Jul 30, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30547755466

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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opencode-agent[bot]
opencode-agent Bot requested changes Jul 30, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30558678192

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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opencode-agent[bot]
opencode-agent Bot requested changes Jul 30, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30566007092

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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opencode-agent[bot]
opencode-agent Bot requested changes Jul 30, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30571076485

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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opencode-agent[bot]
opencode-agent Bot requested changes Jul 30, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30578313870

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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opencode-agent[bot]
opencode-agent Bot requested changes Jul 30, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30583176521

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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opencode-agent[bot]
opencode-agent Bot requested changes Jul 30, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30586754957

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
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opencode-agent[bot]
opencode-agent Bot requested changes Jul 30, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30590338041

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
Loading

opencode-agent[bot]
opencode-agent Bot requested changes Jul 31, 2026
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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30594014541

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
Loading

opencode-agent[bot]
opencode-agent Bot requested changes Jul 31, 2026
View reviewed changes

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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30603502384

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
Loading

opencode-agent[bot]
opencode-agent Bot requested changes Jul 31, 2026
View reviewed changes

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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30611455404

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
Loading

opencode-agent[bot]
opencode-agent Bot requested changes Jul 31, 2026
View reviewed changes

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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30621710765

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
Loading

opencode-agent[bot]
opencode-agent Bot requested changes Jul 31, 2026
View reviewed changes

@opencode-agent opencode-agent Bot left a comment

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Pull request overview

OpenCode cannot approve yet because required coverage evidence did not pass.

Review outcome

1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence

  • Problem: The required coverage-evidence job result was failure, so OpenCode cannot establish approval sufficiency for this head.

  • Root cause: Automated approval is only valid when the same-head coverage-evidence job proves supported repository test suites passed and configured docstring gates passed or were advisory, or reports not applicable because no supported source files or package manifests exist. Missing, failed, skipped, unavailable, or unsupported-tooling test evidence is a blocker.

  • Fix: Install or configure the repository test/docstring evidence tooling when source files or package manifests exist, rerun the current-head coverage-evidence job, and approve only after it reports success with required evidence or explicit no-source not-applicable evidence.

  • Regression test: Keep the approval branch checking needs.coverage-evidence.result == success before posting APPROVE, and publish REQUEST_CHANGES when coverage-evidence blocker states such as cancelled, skipped, failed, unsupported-tooling, or below-100 evidence are present.

  • Result: REQUEST_CHANGES

  • Reason: coverage-evidence result was failure, so required test/docstring evidence was not proven for current head f62233e0a6c614db9cf83debdfd084ec7265467d.

  • Head SHA: f62233e0a6c614db9cf83debdfd084ec7265467d

  • Workflow run: 30630049093

  • Workflow attempt: 1

Coverage evidence

Coverage Decision

  • Result: FAIL
  • Test evidence: not proven passing
  • Docstring evidence: not proven passing when configured
  • Failure count: 2

Changed-File Evidence Map

flowchart LR
  PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
  Evidence --> S1["Changed file (5 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (5 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Test (2 files)"]
  S2 --> I2["regression suite"]
  I2 --> R2["Review risk: Test (2 files)"]
  R2 --> V2["targeted test run"]
Loading

Base automatically changed from seonghobae-thurstone to main July 31, 2026 12:36
@seonghobae
Add Luce Spectral Ranking (LSR / I-LSR) paired-comparison estimators (#…
6909778 
…292)

* Add Luce Spectral Ranking (LSR / I-LSR) paired-comparison estimators

Implements choix 0.4.1's lsr.py dense pairwise path (source READ;
Maystre & Grossglauser 2015 NOT READ, cited as described by choix):
one-shot spectral estimate and iterative MLE from an n x n win-count
matrix. Rust core (mlsirm_core::scaling::{lsr_pairwise, ilsr_pairwise})
with Gaussian-elimination statdist guarded by positivity, sum, and
residual checks; overflow from huge counts/alpha raises instead of
returning NaN. I-LSR at alpha=0 reproduces the Bradley-Terry MLE
(cross-algorithm anchor vs bradley_terry_mm); alpha>0 regularization
semantics deliberately differ (chain-rate vs Dirichlet-MAP, per source).

Pins from an EXECUTED exact-Fraction/mpmath oracle cross-checked with
pip choix 0.4.1 (<= 2.2e-13). Six mutation kills EXECUTED (chain
transpose, dropped diagonal subtraction, dropped centering,
sum-n normalization via weights pins, denominator collapse via I-LSR
pins with the one-shot-unobservable limitation documented, tol*n vs tol
via a separating iteration-count fixture). MC-500 recovery test
(#[ignore]) passing. cargo 745 pass; pytest 273 pass.

Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>

* fix(scaling): normalize LSR generator to remove scale-dependent false rejection

The relative pivot threshold in the stationary-distribution solve
compared an O(1) sum-constraint pivot against an O(max count) global
scale, falsely rejecting validly connected win matrices with globally
huge counts (impl-review finding). Normalize the generator to unit max
magnitude after the overflow guard; the stationary distribution is
invariant under global rescaling of transition rates.

Regression asserts: base vs base*1e20 params/weights equal to 1e-12;
asymmetric 1e150 ILSR finite. The overflow fixture is now a genuinely
overflowing n=4 matrix (row sums -> inf); the previous n=3 all-1e308
fixture never overflowed and is correctly accepted post-fix.

Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>

* test: update Python LSR overflow fixture to a genuinely overflowing matrix

Mirror of the Rust-side fixture change in 343fc2f: the n=3 all-1e308
matrix never overflowed and is correctly accepted after the
scale-invariance fix; use n=4 at 1.7e308 (row sums -> inf) and add a
Python-side scale-invariance regression assert.

Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>

---------

Co-authored-by: Copilot App <223556219+Copilot@users.noreply.github.com>
@seonghobae seonghobae mentioned this pull request Jul 31, 2026
Merged
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@seonghobae

seonghobae commented Jul 31, 2026

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Superseded by #374 which lands the remaining #290–#328 stack tip (seonghobae-ncohen feature set) onto main after #290 squash-merge made intermediate retargets CONFLICTING. Content preserved in #374 merge.

@seonghobae seonghobae closed this Jul 31, 2026
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