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fix(api): consolidate OpenAI API honesty and multimodal contracts - #565

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fix(api): consolidate OpenAI API honesty and multimodal contracts#565
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@seonghobae seonghobae commented Aug 14, 2026

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Status

Canonical cumulative OpenAI-compatible API-honesty head. Ready for fresh exact-head review; not merge-authorized until current protection is satisfied.

Product contract

  • Preserves request-scoped GenerationOptions through ContextVar state so concurrent requests cannot leak token, temperature, top-p, or penalty controls.
  • Treats null, empty, or whitespace-only optional SDK controls as omit only where the omitted value is semantically identical.
  • Keeps non-default, state-changing, unsupported, or falsely promised behavior fail-closed with named endpoint-specific errors.
  • Consolidates Chat Completions, legacy Completions, Responses, embeddings, batch embeddings, attribution, routing, cost-ledger, provider passthrough, streaming, and concurrency contracts in one tree.
  • Accepts OpenAI multimodal message content parts containing text and image_url, preserves original image content for provider calls, extracts only text for routing and complexity decisions, and rejects malformed or unsupported parts such as input_audio.
  • Preserves empty-string control honesty, Responses truncation/parallel-tool no-op behavior, and the request-isolation regressions integrated through PRs fix(api): Responses truncation auto|disabled and empty parallel_tool_calls omit no-ops #571, fix(api): treat empty-string optional numeric/boolean controls as omit #572, and fix(api): accept OpenAI multimodal text+image_url content parts on chat #573.

Consolidation boundary

This branch supersedes the historical single-slice API-honesty PRs #143, #232, #245#250, #252#258, #260#272, #466#562, #563, and #564 where their product contracts are present in this cumulative tree. The separate pool-scoped IDOR repair remains PR #566.

Closing a predecessor does not transfer its review or check evidence. Every predecessor-head result is historical only.

Exact identity and verification

  • protected base: main@6841b71935e0b7cb98fb52bcb4709cc5100c8d87;
  • exact current head: d192fa123b6dc368ba98e6b79ec111f71c5a08f2;
  • current diff: 133 files;
  • current state: open, Ready, mechanically mergeable;
  • current exact-head Tests, Security, Security Scan, Semgrep, and Fuzz workflows have been created and are queued or pending.

The multimodal reconciliation was verified before stack integration by run 31943407694, job 95155738033:

  • focused multimodal, empty-control, Responses, and request-concurrency regressions passed;
  • full repository suite passed;
  • compileall and git diff --check passed;
  • the temporary reconciliation workflow removed itself.

That run is implementation lineage, not a substitute for the newly generated checks on d192fa123b6dc368ba98e6b79ec111f71c5a08f2.

Merge contract

Merge only through ordinary protected integration after the unchanged exact head has:

  1. terminal-success required exact-head checks;
  2. zero valid unresolved review or security findings;
  3. fresh semantic review of the cumulative diff;
  4. a qualifying independent non-author approval satisfying the live last-push rule; and
  5. expected-head merge authority with no Admin bypass.

Queued, pending, skipped, predecessor-head, author-only, local-only, model-comment, synthetic, or status-only evidence is not acceptance.

… effort as omit

Buyer SDKs often send stream_options with only false flags, tool_choice:{},
and reasoning_effort:"" as optional defaults. Accept them as omit no-ops
while still fail-closing true stream_options flags without stream=true and
non-empty reasoning_effort. Tip honesty substrate re-ship; 849 unit pass.
SDK clients send user:null as an optional default. Treat null as omit on
chat Completions, legacy Completions, Responses, embeddings, and batch
embeddings. Empty/whitespace/non-string user still fail closed with
invalid_user. Local full unit: 857 passed.
…l/response_format/endpoint as omit

SDK clients and stringified optional controls may send empty or
whitespace strings. Treat as omit no-ops on embeddings encoding_format,
chat/Responses tool_choice and function_call, response_format, and batch
embeddings endpoint. Non-empty unsupported values still fail closed.
Local full unit: 865 passed.
SDK stringified empty controls for reasoning, Responses text, and include
are treat-as-omit on chat Completions, legacy Completions, and Responses.
Non-empty unsupported values still fail closed with named errors.
Local full unit: 872 passed.
… as omit

Legacy Completions has no tools surface. Treat SDK defaults tool_choice
none/auto/empty-string/empty-object and function_call none/auto/empty-string
as omit no-ops (parity with chat). Non-default controls and non-empty tools
still fail closed with a chat migration path. Local full unit: 877 passed.
SDK clients may send top_logprobs:0 (no top alternatives). Treat 0 and
null as omit on chat Completions and legacy Completions. Non-zero values
still fail closed with invalid_top_logprobs. Local full unit: 881 passed.
…format float

Incidental whitespace around honest no-op values (" auto ", " float ")
is stripped before validation so SDK-padded strings match. Unsupported
values (flex, base64) still fail closed after strip. Local full unit:
886 passed.
…ll named honesty

Treat empty-string response_format/prediction/reasoning_effort as omit on
legacy Completions. Accept audio/web_search_options keys with null/empty
as omit and non-empty as named invalid_* (not unknown_fields). Local full
unit: 894 passed.
…ns modalities text no-op

Whitespace-padded none/auto on tool_choice and function_call are omit
no-ops on chat, Completions, and Responses. Completions modalities
["text"] is an honest text-only no-op; non-text modalities still fail
closed. Local full unit: 901 passed.
…l names

Treat empty/whitespace prediction as omit on chat and Responses. Strip
modalities array items and empty-string modalities for text-only match.
Strip model names on Completions/chat, Responses, and embeddings so
SDK-padded pool ids resolve. Local full unit: 907 passed.
…nd as omit

OpenAI reasoning_effort none disables extra reasoning — honest omit no-op
on chat and Completions. Empty/whitespace store, stream, and background
strings are treat-as-omit across chat Completions, Completions, and
Responses store. Local full unit: 911 passed.
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seonghobae enabled auto-merge (squash) August 14, 2026 02:56
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📥 Commits

Reviewing files that changed from the base of the PR and between 6841b71 and d192fa1.

📒 Files selected for processing (133)
  • contextual_orchestrator/cost_ledger.py
  • contextual_orchestrator/orchestrator.py
  • contextual_orchestrator/server.py
  • docs/architecture.md
  • docs/rest_api_design.md
  • tests/test_analytics_runtime.py
  • tests/test_assistant_tool_calls_null_noop_http_honesty.py
  • tests/test_audio_websearch_reasoning_null_noop_http_honesty.py
  • tests/test_background_reasoning_reject_http_honesty.py
  • tests/test_batch_embeddings.py
  • tests/test_batch_embeddings_encoding_dimensions_http_honesty.py
  • tests/test_batch_embeddings_endpoint_http_honesty.py
  • tests/test_batch_embeddings_routing_http_honesty.py
  • tests/test_batch_embeddings_user_http_honesty.py
  • tests/test_budget_enforcement.py
  • tests/test_chat_assistant_tool_calls_http_honesty.py
  • tests/test_chat_attribution_routing_http_honesty.py
  • tests/test_chat_audio_web_search_reject_http_honesty.py
  • tests/test_chat_developer_multimodal_content_http_honesty.py
  • tests/test_chat_empty_user_system_content_http_honesty.py
  • tests/test_chat_include_orchestration_trace_http_honesty.py
  • tests/test_chat_include_reject_http_honesty.py
  • tests/test_chat_logit_bias_http_honesty.py
  • tests/test_chat_max_completion_tokens_http_honesty.py
  • tests/test_chat_message_name_http_honesty.py
  • tests/test_chat_modalities_http_honesty.py
  • tests/test_chat_n_gt1_http_honesty.py
  • tests/test_chat_openai_metadata_http_honesty.py
  • tests/test_chat_orchestration_mode_http_honesty.py
  • tests/test_chat_parallel_tool_calls_http_honesty.py
  • tests/test_chat_penalties_http_honesty.py
  • tests/test_chat_prediction_http_honesty.py
  • tests/test_chat_reasoning_effort_http_honesty.py
  • tests/test_chat_reasoning_object_reject_http_honesty.py
  • tests/test_chat_response_format_http_honesty.py
  • tests/test_chat_service_tier_http_honesty.py
  • tests/test_chat_store_http_honesty.py
  • tests/test_chat_stream_options_http_honesty.py
  • tests/test_chat_temperature_top_p_http_honesty.py
  • tests/test_chat_tool_call_id_http_honesty.py
  • tests/test_chat_tool_choice_functions_http_honesty.py
  • tests/test_chat_tools_shape_http_honesty.py
  • tests/test_chat_top_logprobs_http_honesty.py
  • tests/test_chat_unknown_fields_http_honesty.py
  • tests/test_commercial_readiness.py
  • tests/test_completions_chat_era_fields_reject_http_honesty.py
  • tests/test_completions_empty_tools_noop_http_honesty.py
  • tests/test_completions_include_reject_http_honesty.py
  • tests/test_completions_legacy_knobs_http_honesty.py
  • tests/test_completions_max_completion_tokens_http_honesty.py
  • tests/test_completions_max_tokens_http_honesty.py
  • tests/test_completions_metadata_service_tier_http_honesty.py
  • tests/test_completions_prompt_shape_http_honesty.py
  • tests/test_completions_response_format_audio_null_http_honesty.py
  • tests/test_completions_response_format_reject_http_honesty.py
  • tests/test_completions_sampling_knobs_http_honesty.py
  • tests/test_completions_seed_http_honesty.py
  • tests/test_completions_stop_http_honesty.py
  • tests/test_completions_store_http_honesty.py
  • tests/test_completions_stream_options_http_honesty.py
  • tests/test_completions_stream_reject_http_honesty.py
  • tests/test_completions_tool_choice_function_call_noop_http_honesty.py
  • tests/test_completions_tools_noop_extensions_http_honesty.py
  • tests/test_completions_tools_reject_http_honesty.py
  • tests/test_completions_top_logprobs_reject_http_honesty.py
  • tests/test_cost_review_server.py
  • tests/test_embeddings_blank_input_http_honesty.py
  • tests/test_embeddings_encoding_format_http_honesty.py
  • tests/test_embeddings_metadata_http_honesty.py
  • tests/test_embeddings_model_pool_http_honesty.py
  • tests/test_embeddings_null_optional_noop_http_honesty.py
  • tests/test_embeddings_routing_http_honesty.py
  • tests/test_embeddings_user_field_http_honesty.py
  • tests/test_empty_modalities_prediction_noop_http_honesty.py
  • tests/test_empty_stop_array_noop_http_honesty.py
  • tests/test_empty_stream_options_include_noop_http_honesty.py
  • tests/test_empty_string_controls_noop_http_honesty.py
  • tests/test_empty_string_encoding_tool_choice_endpoint_noop_http_honesty.py
  • tests/test_empty_string_numeric_controls_noop_http_honesty.py
  • tests/test_empty_string_reasoning_text_include_noop_http_honesty.py
  • tests/test_empty_string_stop_noop_http_honesty.py
  • tests/test_empty_tools_array_http_honesty.py
  • tests/test_function_call_reasoning_empty_noop_http_honesty.py
  • tests/test_functions_null_max_tool_calls_null_http_honesty.py
  • tests/test_include_orchestration_trace_null_noop_http_honesty.py
  • tests/test_ledger_execution_identity_http_honesty.py
  • tests/test_message_name_null_noop_http_honesty.py
  • tests/test_multimodal_message_content_http_honesty.py
  • tests/test_openai_models_listing_http.py
  • tests/test_openai_passthrough.py
  • tests/test_openai_sdk_control_fields_reject_http_honesty.py
  • tests/test_openai_user_field_http_honesty.py
  • tests/test_prediction_modalities_model_strip_http_honesty.py
  • tests/test_prompt_cache_retention_reject_http_honesty.py
  • tests/test_reasoning_effort_none_store_stream_empty_noop_http_honesty.py
  • tests/test_request_sampling_concurrency.py
  • tests/test_responses_attribution_routing_http_honesty.py
  • tests/test_responses_conversation_controls_http_honesty.py
  • tests/test_responses_instructions_reasoning_http_honesty.py
  • tests/test_responses_logit_bias_logprobs_http_honesty.py
  • tests/test_responses_max_output_tokens_http_honesty.py
  • tests/test_responses_max_tokens_http_honesty.py
  • tests/test_responses_max_tool_calls_reject_http_honesty.py
  • tests/test_responses_metadata_http_honesty.py
  • tests/test_responses_modalities_prediction_http_honesty.py
  • tests/test_responses_model_required_http_honesty.py
  • tests/test_responses_n_http_honesty.py
  • tests/test_responses_parallel_tool_calls_http_honesty.py
  • tests/test_responses_penalties_http_honesty.py
  • tests/test_responses_response_format_http_honesty.py
  • tests/test_responses_seed_stop_http_honesty.py
  • tests/test_responses_service_tier_http_honesty.py
  • tests/test_responses_store_http_honesty.py
  • tests/test_responses_stream_options_http_honesty.py
  • tests/test_responses_stream_reject_http_honesty.py
  • tests/test_responses_temperature_top_p_http_honesty.py
  • tests/test_responses_tools_shape_http_honesty.py
  • tests/test_responses_truncation_parallel_empty_noop_http_honesty.py
  • tests/test_responses_user_field_http_honesty.py
  • tests/test_sales_readiness.py
  • tests/test_sdk_null_legacy_controls_noop_http_honesty.py
  • tests/test_sdk_null_object_optional_noop_http_honesty.py
  • tests/test_sdk_null_optional_noop_http_honesty.py
  • tests/test_security_hardening.py
  • tests/test_service_tier_encoding_format_strip_http_honesty.py
  • tests/test_stream_null_noop_http_honesty.py
  • tests/test_stream_options_false_tool_choice_empty_noop_http_honesty.py
  • tests/test_streaming.py
  • tests/test_tool_choice_auto_without_tools_noop_http_honesty.py
  • tests/test_tool_choice_strip_modalities_text_noop_http_honesty.py
  • tests/test_top_logprobs_zero_omit_noop_http_honesty.py
  • tests/test_true_streaming.py
  • tests/test_user_null_omit_noop_http_honesty.py

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@seonghobae
seonghobae marked this pull request as draft August 14, 2026 08:27
auto-merge was automatically disabled August 14, 2026 08:27

Pull request was converted to draft

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Current-head merge blocker: request-scoped sampling and token-budget controls are implemented by mutating the shared orchestrator.client (max_output_tokens, default_temperature, default_top_p, default_presence_penalty, default_frequency_penalty) and restoring them in finally. The server is threaded, so two overlapping requests can observe or restore each other's values. A request with no override can also inherit another request's temporary override. This is cross-request execution/cost isolation failure even though single-request tests pass.

Required test-first repair:

  1. Add a deterministic concurrent HTTP regression using a barrier/event-controlled client and two simultaneous requests with different temperature, top_p, penalties, and token limits; assert each provider invocation receives only its own values, a no-override request retains defaults, and exception/cancellation paths do not leak state.
  2. Remove request-time mutation of shared ModelClient fields. Thread an immutable request-scoped generation-options object/explicit kwargs through coordinator → orchestrator → _invoke → client (and stream path), or use an equivalently scoped design that remains correct across worker/thread hand-offs.
  3. Preserve role-specific policy defaults without allowing HTTP request overrides to alter another request or later orchestration steps.
  4. Re-run the exact-head full suite, security/SAST gates, and independent review. Keep this PR Draft until the concurrency proof is green.

@seonghobae
seonghobae marked this pull request as ready for review August 15, 2026 05:59
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seonghobae enabled auto-merge (squash) August 15, 2026 05:59
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seonghobae marked this pull request as draft August 15, 2026 09:14
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Current-head follow-up: the shared-client mutation blocker is repaired on 9cc1460f1eaead36e28097dd6c967d05f3135271.

Verified in the current diff:

  • immutable GenerationOptions are bound through a ContextVar-backed ModelClient.request_options() context;
  • chat and streaming payloads resolve request options without changing shared client defaults;
  • the HTTP handler binds max token, temperature, top-p, presence, and frequency controls for only the current request;
  • tests/test_request_sampling_concurrency.py uses overlapping real HTTP requests and a controlled provider failure to prove default/override isolation and cleanup;
  • exact-head Tests, Security, Security Scan, Fuzz, SAST Semgrep, coverage-evidence, and OpenCode checks are terminal-success.

No unresolved review thread remains. CodeRabbit skipped the aggregate 130-file head due its 100-file limit, so this comment is not an independent approval and does not satisfy the ruleset. The remaining merge gate is a qualifying current-head non-author approval; branch protection must remain intact.

@seonghobae
seonghobae marked this pull request as ready for review August 15, 2026 09:22
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seonghobae enabled auto-merge (squash) August 15, 2026 09:22

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@opencode-agent @cwl-noema-review Please perform an independent current-head review of 9cc1460f1eaead36e28097dd6c967d05f3135271. Verify request-scoped generation options under overlapping HTTP requests, exception cleanup, cumulative API-honesty contracts, 100% coverage evidence, and exact-head security checks. Any approval or findings must be SHA-bound.

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@opencode-agent Perform an independent exact-head review of 9cc1460f1eaead36e28097dd6c967d05f3135271. Verify the cumulative API-honesty contracts, request-scoped concurrency isolation, supersession map, zero unresolved findings, and terminal required checks. Submit a formal review only; do not update the branch or merge.

seonghobae and others added 3 commits August 16, 2026 19:27
…_tool_calls as omit (#571)

OpenAI SDKs often send truncation=auto on /v1/responses. Without
previous_response_id or conversation this gateway has no multi-turn
context, so auto|disabled are honest omit-equivalent no-ops; other
values stay fail-closed with invalid_truncation (not unknown_fields).

Also treat empty/whitespace-string parallel_tool_calls as omit no-ops
on chat, Completions, and Responses (matching store/stream empty-string
SDK controls), while true without tools remains fail-closed.

HTTP honesty coverage for the new contracts; cumulative tip substrate
from the reasoning_effort/store/stream head.
#572)

* fix(api): treat empty-string optional numeric/boolean controls as omit

SDK clients may stringify omitted optionals as empty strings. Treat
empty/whitespace temperature, top_p, max_tokens, max_completion_tokens,
penalties, n, seed, logprobs, parallel_tool_calls, include_orchestration_trace,
echo, best_of, dimensions, max_output_tokens, and responses stream as omit.
Whitespace-only stop arrays are also omit. Local full unit: 917 passed.

* chore: bootstrap deterministic empty-string honesty merge

* fix(ci): configure merge identity before reconciliation

* fix(ci): disambiguate both seed validators before transform

* fix(ci): disambiguate duplicated stop-string validators

* fix(ci): recognize cumulative parallel-tool no-op contract

---------

Co-authored-by: contextual-orchestrator-maintainer[bot] <contextual-orchestrator-maintainer[bot]@users.noreply.github.com>
…at (#573)

* fix(api): treat empty-string optional numeric/boolean controls as omit

SDK clients may stringify omitted optionals as empty strings. Treat
empty/whitespace temperature, top_p, max_tokens, max_completion_tokens,
penalties, n, seed, logprobs, parallel_tool_calls, include_orchestration_trace,
echo, best_of, dimensions, max_output_tokens, and responses stream as omit.
Whitespace-only stop arrays are also omit. Local full unit: 917 passed.

* fix(api): accept OpenAI multimodal text+image_url content parts on chat

Vision callers send content-parts arrays. Shape-check and passthrough
text/image_url parts; unsupported part types fail closed. Coerce part
text for agent selection so list content does not 500. Tip substrate
from empty-string numeric honesty. Local full unit: 921 passed.

* chore: diagnose multimodal cumulative reconciliation

* fix(ci): apply reviewed multimodal cumulative reconciliation

---------

Co-authored-by: contextual-orchestrator-maintainer[bot] <contextual-orchestrator-maintainer[bot]@users.noreply.github.com>
@seonghobae seonghobae changed the title fix(api): treat reasoning_effort none and empty store/stream/background as omit fix(api): consolidate OpenAI API honesty and multimodal contracts Aug 16, 2026

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@opencode-agent @cwl-noema-review

Please review exact current head d192fa123b6dc368ba98e6b79ec111f71c5a08f2 only. The cumulative branch now includes request-scoped generation controls, empty/null SDK honesty, Responses truncation/parallel-tool no-op handling, and reviewed text/image_url multimodal content integrated through #571#573. Treat every predecessor-head review and check as historical. Verify cross-request isolation, original multimodal passthrough, text-only routing coercion, fail-closed unsupported controls, cumulative regression coverage, and the newly generated exact-head quality/security evidence. Do not approve from queued, model-only, local, or status-only evidence.

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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 d192fa123b6dc368ba98e6b79ec111f71c5a08f2.

  • Head SHA: d192fa123b6dc368ba98e6b79ec111f71c5a08f2

  • Workflow run: 31998286782

  • 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["Changed file (3 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (3 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Docs (2 files)"]
  S2 --> I2["operator or user guidance"]
  I2 --> R2["Review risk: Docs (2 files)"]
  R2 --> V2["docs review"]
  Evidence --> S3["Test (128 files)"]
  S3 --> I3["regression suite"]
  I3 --> R3["Review risk: Test (128 files)"]
  R3 --> V3["targeted test run"]
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OpenCode Review Overview

  • Head SHA: d192fa123b6dc368ba98e6b79ec111f71c5a08f2
  • Workflow run: 31998286782
  • 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 d192fa123b6dc368ba98e6b79ec111f71c5a08f2.

  • Head SHA: d192fa123b6dc368ba98e6b79ec111f71c5a08f2

  • Workflow run: 31998286782

  • 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["Changed file (3 files)"]
  S1 --> I1["repository behavior"]
  I1 --> R1["Review risk: Changed file (3 files)"]
  R1 --> V1["required checks"]
  Evidence --> S2["Docs (2 files)"]
  S2 --> I2["operator or user guidance"]
  I2 --> R2["Review risk: Docs (2 files)"]
  R2 --> V2["docs review"]
  Evidence --> S3["Test (128 files)"]
  S3 --> I3["regression suite"]
  I3 --> R3["Review risk: Test (128 files)"]
  R3 --> V3["targeted test run"]
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@opencode-agent
opencode-agent Bot disabled auto-merge August 17, 2026 06:50
@seonghobae seonghobae closed this Aug 20, 2026
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