fix(linking): harden IRT control callbacks - #847
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📝 WalkthroughWalkthroughChangesIRT link control safety
Estimated code review effort: 3 (Moderate) | ~20 minutes Merge Risk: ⚪ Minimal · up to The change hardens input validation without introducing an actionable merge-blocking risk; only a minor documentation punctuation follow-up remains. Possibly related issues
Possibly related PRs
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Inline comments:
In `@docs/doctoring/irt_link_control_validation.md`:
- Line 17: In the documentation sentence, add a comma immediately after
“December 17, 2025” while preserving the surrounding contrast clause and
wording.
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docs/changelog.d/846-irt-link-control-callback-safety.mddocs/doctoring/irt_link_control_validation.mdpython/fast_mlsirm/linking.pytests/test_linking_control_callback_safety.py
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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
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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.
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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
successwith required evidence or explicit no-source not-applicable evidence. -
Regression test: Keep the approval branch checking
needs.coverage-evidence.result == successbefore 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
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Reason: coverage-evidence result was
failure, so required test/docstring evidence was not proven for current head10d23103bbc6a5e3fb58aabe870cfb801719cab9. -
Head SHA:
10d23103bbc6a5e3fb58aabe870cfb801719cab9 -
Workflow run: 31905568371
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Workflow attempt: 1
Coverage evidence
Coverage evidence job did not run or did not publish coverage evidence.
Changed-File Evidence Map
flowchart LR
PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
Evidence --> S1["Docs (2 files)"]
S1 --> I1["operator or user guidance"]
I1 --> R1["Review risk: Docs (2 files)"]
R1 --> V1["docs review"]
Evidence --> S2["Changed file: linking.py"]
S2 --> I2["repository behavior"]
I2 --> R2["Review risk: Changed file: linking.py"]
R2 --> V2["required checks"]
Evidence --> S3["Test: test_linking_control_callback_safety.py"]
S3 --> I3["regression suite"]
I3 --> R3["Review risk: Test: test_linking_control_callback_safety.py"]
R3 --> V3["targeted test run"]
OpenCode Review Overview
Pull request overviewOpenCode cannot approve yet because required coverage evidence did not pass. Review outcome1. HIGH .github/workflows/opencode-review.yml:1 - Coverage evidence did not prove required test/docstring evidence
Coverage evidenceCoverage evidence job did not run or did not publish coverage evidence. Changed-File Evidence Mapflowchart LR
PR["PR changed files"] --> Evidence["OpenCode bounded evidence"]
Evidence --> S1["Docs (2 files)"]
S1 --> I1["operator or user guidance"]
I1 --> R1["Review risk: Docs (2 files)"]
R1 --> V1["docs review"]
Evidence --> S2["Changed file: linking.py"]
S2 --> I2["repository behavior"]
I2 --> R2["Review risk: Changed file: linking.py"]
R2 --> V2["required checks"]
Evidence --> S3["Test: test_linking_control_callback_safety.py"]
S3 --> I3["regression suite"]
I3 --> R3["Review risk: Test: test_linking_control_callback_safety.py"]
R3 --> V3["targeted test run"]
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Pull request was converted to draft
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@opencode-agent Please re-review exact unchanged head |
Citation audit (CWL Researcher)This is a citation/standards audit, not a merge review and not an approval. Claim. What holds. Kolen and Brennan (2014) is a valid secondary source for those four linking methods. Security citations are fine. Problem. The two characteristic-curve methods this allowlist names still need their primary papers on this slice. Please add (APA 7th): Haebara, T. (1980). Equating logistic ability scales by a weighted least squares method. Japanese Psychological Research, 22(3), 144–149. https://doi.org/10.4992/psycholres1954.22.144 Stocking, M. L., & Lord, F. M. (1983). Developing a common metric in item response theory. Applied Psychological Measurement, 7(2), 201–210. https://doi.org/10.1177/014662168300700208 Loyd, B. H., & Hoover, H. D. (1980). and Marco (1977) remain acceptable primaries if you also want mean/sigma and mean/mean pinned independently of the textbook. |
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Scope
Fix #846 at the public Python IRT-linking marshalling boundary without changing linking or quadrature mathematics.
Test-first lineage
84833cc6d97c02f2840738d972ea459a9686b484requires hostile method objects, hostile string subclasses, and unsupported method identities to fail before compiled-core discovery while preserving the Rust-supported aliases.d937b65395253173d1e1b3e8a8c4276d090b0b7bvalidates exact built-in strings against the live RustLinkMethod::parsevocabulary before native-loader access and removes caller-controlled string conversion.ad0028dee692282a3c978f0217b35c27dc2de667/a695a9a886761b3cfa2341aa66d79fdeec1127e0hardenq_thetawhile preserving genuine NumPy integer scalars.10d23103bbc6a5e3fb58aabe870cfb801719cab9add range/error-boundary regressions, preserve package-owned errors for trusted but unsupported controls, and correct the APA-traced doctoring punctuation. The intervening delta is compatible with the original bounded intent.Preserved contract
q_thetaaccepts exact built-in Python integers and genuine supported NumPy integer scalar identities, while caller-defined subclasses and arbitrary conversion providers fail before callbacks or core discovery.Exact current evidence
fb67ced09d8ee00542c05d56374537a9a7239751.10d23103bbc6a5e3fb58aabe870cfb801719cab9.Squash auto-merge remains protected by the live independent non-author approval, last-push, thread-resolution, and exact-head required-check rules. Any future source-head movement invalidates this evidence and requires a fresh sweep. No gate is weakened or bypassed.
Fixes #846.