yao-meta-skill/reports/benchmark_reproducibility.md

Benchmark Reproducibility

Generated at: 2026-06-15 Commit: 27a5c120081fe8f2518de60c6a2278f41762e9b6 Working tree dirty at generation: false Evidence bundle SHA256: 0d1c762a722d1bbc83339a0365efcfcdf027849fc83c7079da92a524b905f5ab

Summary

• reproducibility ready: true
• release lock ready: true
• methodology complete: true
• required artifacts: 24
• missing artifacts: 0
• source contract sha256: 4660a11db949
• archive sha256: 6852cf91a74d
• output cases: 5
• disclosed failure cases: 3
• reproduction commands: 22
• provider evidence complete: false
• human review complete: false
• world-class ready: false
• world-class source checks: 6 pass / 13 total; 7 blocked
• public claim ready: false
• public claim blockers: 4
• changed files at generation: 0

This report proves local benchmark reproducibility only. It keeps external provider and human-review gaps visible instead of counting them as complete. The git commit is generation-time context; the evidence bundle SHA is the durable anchor for the artifacts listed below.

Public Claim Boundary

• ready: false
• scope: public benchmark or world-class readiness claim
• policy: Local reproducibility can pass before public claims; public claims require provider evidence, human adjudication, clean release lock, accepted world-class evidence, and complete source checks.

Blocker
provider-backed model holdout evidence is incomplete
human blind-review adjudication is incomplete
world-class evidence is not accepted yet (4 open gaps, 4 ledger pending)
world-class source checks are not all accepted (6/13 pass, 7 blocked)

Release Lock

• ready: true
• reason: clean generation-time HEAD
• status scope: generation-time status before this report is written

Evidence Bundle

• algorithm: sha256(path,label,exists,artifact_sha256)
• artifacts: 24 / 24
• sha256: 0d1c762a722d1bbc83339a0365efcfcdf027849fc83c7079da92a524b905f5ab

Methodology Sections

Section	Status
## Benchmark Types	present
## Sample Sources	present
## Evaluation Dimensions	present
## Weighting Rule	present
## Failure Disclosure	present
## Reproduction	present

Required Artifacts

Label	Path	Status	SHA256
methodology	reports/benchmark_methodology.md	present	57025e0123ce
failure_disclosure	evals/failure-cases.md	present	28833c0d4a21
output_cases	evals/output/cases.jsonl	present	a6ae96857116
output_schema	evals/output/schema.json	present	8ee340c95064
output_scorecard	reports/output_quality_scorecard.json	present	0806258a8e08
output_execution	reports/output_execution_runs.json	present	3f13fd99af65
blind_review	reports/output_blind_review_pack.json	present	bbe2db8ec277
review_adjudication	reports/output_review_adjudication.json	present	240485a721af
trigger_scorecard	reports/route_scorecard.json	present	c164e83e36d0
runtime_conformance	reports/conformance_matrix.json	present	8251329e663d
trust_report	reports/security_trust_report.json	present	6409321f1c0d
python_compatibility	reports/python_compatibility.json	present	73c6c2a81af9
registry_audit	reports/registry_audit.json	present	76a55d6dfc15
package_verification	reports/package_verification.json	present	2476ae8ec9c4
install_simulation	reports/install_simulation.json	present	490e1f665580
skill_os2_audit	reports/skill_os2_audit.json	present	a4cf40478f3a
world_class_evidence_plan	reports/world_class_evidence_plan.json	present	933cdb002181
world_class_evidence_ledger	reports/world_class_evidence_ledger.json	present	5407409841eb
world_class_evidence_intake	reports/world_class_evidence_intake.json	present	b10e1ce0a5a1
world_class_submission_review	reports/world_class_submission_review.json	present	3bce5f072d03
world_class_operator_runbook	reports/world_class_operator_runbook.json	present	d377b8d99831
world_class_operator_runbook_markdown	reports/world_class_operator_runbook.md	present	9f141f09bf48
world_class_operator_runbook_html	reports/world_class_operator_runbook.html	present	04cc091b113f
world_class_claim_guard	reports/world_class_claim_guard.json	present	7e5a2eac1020

Reproduction Commands

• git rev-parse HEAD
  • evidence: git commit hash
• make eval-suite
  • evidence: reports/eval_suite.json
• python3 scripts/yao.py output-eval
  • evidence: reports/output_quality_scorecard.json
• python3 scripts/yao.py output-exec --runner-command '["python3","scripts/local_output_eval_runner.py"]'
  • evidence: reports/output_execution_runs.json
• python3 scripts/yao.py output-review
  • evidence: reports/output_review_adjudication.json
• python3 scripts/yao.py skill-ir . --output-json skill-ir/examples/yao-meta-skill.json
  • evidence: skill-ir/examples/yao-meta-skill.json
• python3 scripts/yao.py conformance .
  • evidence: reports/conformance_matrix.json
• python3 scripts/yao.py trust .
  • evidence: reports/security_trust_report.json
• python3 scripts/yao.py python-compat .
  • evidence: reports/python_compatibility.json
• python3 scripts/yao.py package . --platform openai --platform claude --platform generic --platform vscode --expectations evals/packaging_expectations.json --output-dir dist --zip
  • evidence: dist/yao-meta-skill.zip
• python3 scripts/yao.py package-verify . --package-dir dist --require-zip
  • evidence: reports/package_verification.json
• python3 scripts/yao.py install-simulate . --package-dir dist
  • evidence: reports/install_simulation.json
• python3 scripts/yao.py registry-audit .
  • evidence: reports/registry_audit.json
• python3 scripts/yao.py skill-os2-audit .
  • evidence: reports/skill_os2_audit.json
• python3 scripts/yao.py world-class-evidence .
  • evidence: reports/world_class_evidence_plan.json
• python3 scripts/yao.py world-class-ledger . --submissions-dir evidence/world_class/submissions
  • evidence: reports/world_class_evidence_ledger.json
• python3 scripts/yao.py world-class-intake . --submissions-dir evidence/world_class/submissions
  • evidence: reports/world_class_evidence_intake.json
• python3 scripts/yao.py world-class-submission-review . --submissions-dir evidence/world_class/submissions
  • evidence: reports/world_class_submission_review.json
• python3 scripts/yao.py world-class-runbook . --submissions-dir evidence/world_class/submissions
  • evidence: reports/world_class_operator_runbook.json
• python3 scripts/yao.py world-class-claim-guard .
  • evidence: reports/world_class_claim_guard.json
• python3 scripts/yao.py evidence-consistency .
  • evidence: reports/evidence_consistency.json
• make ci-test
  • evidence: CI target output

Failure Disclosure

• path: evals/failure-cases.md
• disclosed cases: 3
• policy: Keep representative failures visible and tied to regression checks.

Limits

• The git commit and dirty flag are generation-time context; the evidence bundle hash is the durable artifact anchor inside a committed report.
• Local command-runner evidence is reproducible but does not replace provider-backed model holdout evidence.
• Pending blind-review decisions are visible but do not count as human adjudication.
• World-class readiness remains false until external and human evidence gaps close.