Agentic Workflow Portfolio Yield Report — 2026-05-21

[github-actions]

Agentic Workflow Portfolio Yield Report

Executive Summary

The gh-aw workflow portfolio exhibits severe organizational health issues with a negative yield (-86.5) driven by massive overlap drag (346.1), elevated maintenance burden (0.89), and zero telemetry-validated observability. Of 233 workflows, only 3 merit keeping as-is, 187 require consolidation for severe overlap, 27 need instrumentation for observability gaps, 10 need revision for cost/risk issues, and 6 should be retired. The portfolio's fragmentation (1.0), low trust concentration (0.24), and extreme agentic fraction (0.97) indicate an ecosystem optimized for exploration over production readiness.

Portfolio Health

Metric	Value
Portfolio yield	-86.5097
Workflow count	233
Agentic fraction	0.9707
Deterministic fraction	0.0293
Observability declared coverage	0.8841
Telemetry observed coverage	0.0
Telemetry validated coverage	0.0
High-overlap clusters	3
Estimated governance drag	0.9085
Estimated trust score	0.6366

Workflow Portfolio

Workflow	Recommendation	Yield	Trust	Cost	Risk	Overlap	Adoption	Agentic Fraction	Notes
.github/workflows/aw-portfolio-yield.md	Keep	0.0692	0.7300	0.4171	0.5078	0.2091	0.3500	0.3743	stale lockfile; telemetry not observed
.github/workflows/daily-reliability-review.md	Merge	0.0543	0.8800	0.6076	0.5312	0.7089	0.3250	1.0000	telemetry not observed
.github/workflows/go-pattern-detector.md	Merge	0.0530	0.8400	0.5162	0.5312	0.5328	0.3250	1.0000	telemetry not observed
.github/workflows/copilot-opt.md	Merge	0.0525	0.8800	0.6562	0.4517	1.0000	0.3500	1.0000	telemetry not observed
.github/workflows/issue-arborist.md	Merge	0.0481	0.8400	0.6062	0.4108	1.0000	0.3500	1.0000	telemetry not observed
.github/workflows/daily-safe-output-optimizer.md	Merge	0.0458	0.8400	0.6188	0.5517	1.0000	0.3500	1.0000	telemetry not observed
.github/workflows/daily-cache-strategy-analyzer.md	Merge	0.0456	0.8400	0.7188	0.4721	1.0000	0.3500	1.0000	telemetry not observed
.github/workflows/daily-otel-instrumentation-advisor.md	Merge	0.0456	0.8400	0.6562	0.5312	1.0000	0.3500	1.0000	telemetry not observed
.github/workflows/stale-repo-identifier.md	Merge	0.0455	0.8400	0.7438	0.4517	1.0000	0.3500	1.0000	telemetry not observed
.github/workflows/outcome-collector.md	Merge	0.0440	0.8000	0.4756	0.4049	0.5482	0.2750	0.5521	telemetry not observed
.github/workflows/artifacts-summary.md	Merge	0.0436	0.7800	0.5577	0.4108	0.5183	0.3250	1.0000	telemetry not observed
.github/workflows/daily-subagent-optimizer.md	Merge	0.0434	0.8400	0.6375	0.4517	1.0000	0.3250	1.0000	telemetry not observed
.github/workflows/daily-model-inventory.md	Revise	0.0432	0.8400	0.6750	0.5312	0.3971	0.2750	1.0000	telemetry not observed
.github/workflows/bot-detection.md	Merge	0.0431	0.8800	0.5438	0.5517	1.0000	0.2750	1.0000	telemetry not observed
.github/workflows/static-analysis-report.md	Merge	0.0429	0.8400	0.6875	0.4517	1.0000	0.3250	1.0000	telemetry not observed
.github/workflows/daily-function-namer.md	Merge	0.0422	0.8400	0.6750	0.5312	1.0000	0.3250	1.0000	telemetry not observed
.github/workflows/daily-grafana-otel-instrumentation-advisor.md	Merge	0.0422	0.8400	0.6750	0.5312	1.0000	0.3250	1.0000	telemetry not observed
.github/workflows/duplicate-code-detector.md	Merge	0.0415	0.8400	0.5687	0.4313	1.0000	0.3000	1.0000	telemetry not observed
.github/workflows/daily-security-red-team.md	Merge	0.0412	0.8400	0.7750	0.5312	1.0000	0.3250	1.0000	telemetry not observed
.github/workflows/lint-monster.md	Merge	0.0412	0.8400	0.6452	0.5517	0.5732	0.2750	1.0000	telemetry not observed
.github/workflows/daily-multi-device-docs-tester.md	Merge	0.0405	0.8000	0.5312	0.3450	0.9587	0.3000	0.4247	telemetry not observed
.github/workflows/daily-syntax-error-quality.md	Merge	0.0398	0.8400	0.6042	0.5312	1.0000	0.3000	1.0000	telemetry not observed
.github/workflows/daily-architecture-diagram.md	Merge	0.0397	0.8400	0.6417	0.5312	1.0000	0.3000	1.0000	telemetry not observed
.github/workflows/daily-safe-outputs-conformance.md	Merge	0.0397	0.8400	0.6229	0.5108	1.0000	0.3000	1.0000	telemetry not observed
.github/workflows/pr-sous-chef.md	Merge	0.0395	0.8200	0.6425	0.4517	0.6642	0.2750	1.0000	telemetry not observed
.github/workflows/semantic-function-refactor.md	Merge	0.0395	0.8400	0.6229	0.5312	1.0000	0.3000	1.0000	telemetry not observed
.github/workflows/daily-spdd-spec-planner.md	Revise	0.0388	0.7800	0.5847	0.5312	0.3789	0.3000	1.0000	telemetry not observed
.github/workflows/daily-skill-optimizer.md	Merge	0.0381	0.8400	0.6407	0.5312	0.9467	0.2750	1.0000	telemetry not observed
.github/workflows/daily-cli-tools-tester.md	Merge	0.0379	0.8400	0.7750	0.5517	1.0000	0.3000	1.0000	telemetry not observed
.github/workflows/weekly-editors-health-check.md	Revise	0.0374	0.7800	0.6724	0.4108	0.4336	0.2750	1.0000	telemetry not observed
.github/workflows/org-health-report.md	Merge	0.0370	0.7800	0.7750	0.4721	1.0000	0.3500	1.0000	telemetry not observed
.github/workflows/auto-triage-issues.md	Merge	0.0363	0.7800	0.6062	0.4108	1.0000	0.3250	1.0000	telemetry not observed
.github/workflows/deep-report.md	Merge	0.0361	0.6900	0.7063	0.6425	1.0000	0.3500	1.0000	stale lockfile; telemetry not observed
.github/workflows/video-analyzer.md	Revise	0.0361	0.8400	0.5457	0.5312	0.2165	0.2000	1.0000	telemetry not observed
.github/workflows/chaos-pr-bundle-fuzzer.md	Merge	0.0356	0.7800	0.6007	0.5312	0.5302	0.2750	1.0000	telemetry not observed
.github/workflows/spec-extractor.md	Merge	0.0356	0.7400	0.4911	0.3212	1.0000	0.3250	0.2664	telemetry not observed
.github/workflows/unbloat-docs.md	Merge	0.0353	0.7800	0.5907	0.3694	1.0000	0.3000	0.5878	telemetry not observed
.github/workflows/schema-feature-coverage.md	Merge	0.0351	0.7800	0.6750	0.4313	0.5776	0.2750	1.0000	telemetry not observed
.github/workflows/daily-aw-cross-repo-compile-check.md	Merge	0.0349	0.7300	0.7937	0.6017	1.0000	0.3000	1.0000	stale lockfile; telemetry not observed
.github/workflows/otlp-data-quality-validator.md	Merge	0.0348	0.7400	0.6229	0.7221	0.8448	0.3000	1.0000	missing timeout; telemetry not observed
.github/workflows/daily-agent-of-the-day-blog-writer.md	Merge	0.0347	0.7800	0.7509	0.4517	1.0000	0.3250	1.0000	telemetry not observed
.github/workflows/daily-performance-summary.md	Merge	0.0346	0.7800	0.6375	0.5721	1.0000	0.3250	1.0000	telemetry not observed
.github/workflows/daily-token-consumption-report.md	Merge	0.0342	0.8800	0.6143	0.5312	1.0000	0.2250	1.0000	telemetry not observed
.github/workflows/smoke-otel-backends.md	Merge	0.0342	0.8400	0.6229	0.5312	0.8359	0.2500	1.0000	telemetry not observed
.github/workflows/daily-cli-performance.md	Merge	0.0336	0.6900	0.6604	0.6813	1.0000	0.3250	1.0000	stale lockfile; telemetry not observed
.github/workflows/cli-consistency-checker.md	Merge	0.0332	0.6400	0.3517	0.5428	1.0000	0.2750	0.2744	strict mode disabled; telemetry not observed
.github/workflows/docs-noob-tester.md	Merge	0.0323	0.5800	0.5276	0.5352	0.8232	0.3500	0.3594	strict mode disabled; telemetry not observed
.github/workflows/sub-issue-closer.md	Merge	0.0323	0.7800	0.5583	0.4108	1.0000	0.2750	1.0000	telemetry not observed
.github/workflows/gpclean.md	Merge	0.0313	0.6400	0.6937	0.6312	0.6871	0.3000	1.0000	strict mode disabled; telemetry not observed
.github/workflows/issue-triage-agent.md	Merge	0.0313	0.7400	0.4996	0.4904	1.0000	0.3250	1.0000	telemetry not observed
.github/workflows/aw-failure-investigator.md	Merge	0.0310	0.6400	0.7188	0.7517	1.0000	0.3250	1.0000	strict mode disabled; telemetry not observed
.github/workflows/daily-malicious-code-scan.md	Merge	0.0310	0.7400	0.5687	0.5312	1.0000	0.3250	1.0000	telemetry not observed
.github/workflows/dependabot-campaign.md	Merge	0.0309	0.7800	0.5166	0.4313	1.0000	0.2750	1.0000	telemetry not observed
.github/workflows/poem-bot.md	Merge	0.0308	0.8400	0.5546	0.5312	0.5483	0.2000	1.0000	telemetry not observed
.github/workflows/pr-triage-agent.md	Merge	0.0308	0.6400	0.6562	0.7312	1.0000	0.3250	1.0000	strict mode disabled; telemetry not observed
.github/workflows/daily-fact.md	Merge	0.0304	0.7400	0.5568	0.4721	0.8820	0.3000	1.0000	telemetry not observed
.github/workflows/copilot-token-optimizer.md	Merge	0.0301	0.7000	0.6562	0.6017	1.0000	0.2750	1.0000	strict mode disabled; telemetry not observed
.github/workflows/draft-pr-cleanup.md	Merge	0.0301	0.7800	0.6229	0.5108	1.0000	0.2750	1.0000	telemetry not observed
.github/workflows/daily-agentrx-trace-optimizer.md	Instrument	0.0299	0.8500	0.6875	0.4517	0.5416	0.1750	1.0000	observability not declared
.github/workflows/copilot-token-audit.md	Merge	0.0298	0.7000	0.6396	0.6017	1.0000	0.2750	1.0000	strict mode disabled; telemetry not observed
.github/workflows/stale-pr-cleanup.md	Merge	0.0298	0.7800	0.6562	0.5312	1.0000	0.2750	1.0000	telemetry not observed
.github/workflows/functional-pragmatist.md	Merge	0.0294	0.7400	0.7250	0.4313	0.8331	0.3000	1.0000	telemetry not observed
.github/workflows/daily-astrostylelite-markdown-spellcheck.md	Revise	0.0291	0.6400	0.5711	0.6608	0.1880	0.2750	1.0000	missing timeout; telemetry not observed
.github/workflows/smoke-gemini.md	Merge	0.0290	0.8400	0.5873	0.4313	1.0000	0.2250	1.0000	telemetry not observed
.github/workflows/dependabot-go-checker.md	Merge	0.0288	0.6400	0.6417	0.6925	1.0000	0.3000	1.0000	strict mode disabled; telemetry not observed
.github/workflows/firewall-escape.md	Merge	0.0288	0.7800	0.8125	0.4721	1.0000	0.2750	1.0000	telemetry not observed
.github/workflows/smoke-opencode.md	Merge	0.0287	0.8400	0.5627	0.4313	1.0000	0.2250	1.0000	telemetry not observed
.github/workflows/weekly-safe-outputs-spec-review.md	Merge	0.0286	0.7400	0.6750	0.4108	1.0000	0.3000	1.0000	telemetry not observed
.github/workflows/smoke-pi.md	Merge	0.0284	0.8400	0.5810	0.4313	1.0000	0.2250	1.0000	telemetry not observed
.github/workflows/daily-experiment-report.md	Merge	0.0282	0.6200	0.6375	0.7721	0.7808	0.3000	1.0000	strict mode disabled; telemetry not observed
.github/workflows/repo-tree-map.md	Merge	0.0281	0.5800	0.5345	0.7312	0.5015	0.3000	1.0000	strict mode disabled; telemetry not observed
.github/workflows/weekly-blog-post-writer.md	Merge	0.0281	0.7400	0.7125	0.4313	1.0000	0.3000	1.0000	telemetry not observed
.github/workflows/tidy.md	Merge	0.0277	0.7400	0.5729	0.4313	1.0000	0.2750	1.0000	telemetry not observed
.github/workflows/daily-workflow-updater.md	Merge	0.0272	0.7400	0.5903	0.4313	1.0000	0.2750	1.0000	telemetry not observed
.github/workflows/super-linter.md	Merge	0.0270	0.6000	0.5909	0.7517	0.7862	0.3000	1.0000	strict mode disabled; telemetry not observed
.github/workflows/daily-news.md	Merge	0.0269	0.5800	0.6750	0.6721	1.0000	0.3500	1.0000	strict mode disabled; telemetry not observed
.github/workflows/jsweep.md	Merge	0.0263	0.7400	0.6604	0.4108	1.0000	0.2750	1.0000	telemetry not observed
.github/workflows/security-compliance.md	Merge	0.0263	0.8400	0.6562	0.5108	0.5767	0.1750	1.0000	telemetry not observed
.github/workflows/audit-workflows.md	Merge	0.0262	0.5800	0.6199	0.7517	1.0000	0.3500	1.0000	strict mode disabled; telemetry not observed
.github/workflows/daily-caveman-optimizer.md	Merge	0.0262	0.7400	0.6937	0.4313	1.0000	0.2750	1.0000	telemetry not observed
.github/workflows/daily-security-observability.md	Merge	0.0258	0.5800	0.7375	0.7925	1.0000	0.3500	1.0000	strict mode disabled; telemetry not observed
.github/workflows/daily-choice-test.md	Merge	0.0251	0.7400	0.4805	0.4313	0.9659	0.2750	1.0000	telemetry not observed
.github/workflows/smoke-temporary-id.md	Merge	0.0251	0.8400	0.5010	0.4313	1.0000	0.1750	1.0000	telemetry not observed
.github/workflows/smoke-service-ports.md	Revise	0.0250	0.7800	0.4660	0.4313	0.3254	0.1750	1.0000	telemetry not observed
.github/workflows/issue-monster.md	Merge	0.0249	0.5800	0.6375	0.7312	1.0000	0.3250	1.0000	strict mode disabled; telemetry not observed
.github/workflows/research.md	Merge	0.0249	0.7800	0.4661	0.4313	1.0000	0.2250	1.0000	telemetry not observed
.github/workflows/daily-repo-chronicle.md	Merge	0.0248	0.5800	0.7250	0.6517	1.0000	0.3250	1.0000	strict mode disabled; telemetry not observed
.github/workflows/pdf-summary.md	Merge	0.0248	0.7800	0.5875	0.5517	1.0000	0.2250	1.0000	telemetry not observed
.github/workflows/api-consumption-report.md	Merge	0.0242	0.5800	0.7250	0.7721	0.9875	0.3250	1.0000	strict mode disabled; telemetry not observed
.github/workflows/smoke-agent-scoped-approved.md	Merge	0.0241	0.7800	0.4899	0.4313	1.0000	0.2000	1.0000	telemetry not observed
.github/workflows/contribution-check.md	Merge	0.0238	0.5400	0.6042	0.8812	0.7348	0.2750	1.0000	strict mode disabled; missing timeout
.github/workflows/dictation-prompt.md	Revise	0.0238	0.5400	0.5939	0.7312	0.4472	0.3000	1.0000	strict mode disabled; telemetry not observed
.github/workflows/daily-assign-issue-to-user.md	Merge	0.0236	0.7400	0.4855	0.5312	0.9855	0.2750	1.0000	telemetry not observed
.github/workflows/update-astro.md	Merge	0.0233	0.5900	0.6840	0.5608	0.6166	0.2750	1.0000	stale lockfile; telemetry not observed
.github/workflows/constraint-solving-potd.md	Revise	0.0232	0.4800	0.5749	0.8404	0.1803	0.2750	1.0000	strict mode disabled; missing timeout
.github/workflows/glossary-maintainer.md	Merge	0.0230	0.5400	0.6792	0.6312	1.0000	0.3500	1.0000	strict mode disabled; telemetry not observed
.github/workflows/breaking-change-checker.md	Merge	0.0229	0.5400	0.6053	0.7108	0.7651	0.3250	1.0000	strict mode disabled; telemetry not observed
.github/workflows/workflow-normalizer.md	Merge	0.0228	0.4900	0.6375	0.8017	0.8327	0.3000	1.0000	stale lockfile; strict mode disabled
.github/workflows/smoke-crush.md	Merge	0.0227	0.6900	0.5689	0.5813	1.0000	0.2250	1.0000	stale lockfile; telemetry not observed
.github/workflows/ci-coach.md	Merge	0.0225	0.5400	0.6562	0.7517	1.0000	0.3500	1.0000	strict mode disabled; telemetry not observed
.github/workflows/refactoring-cadence.md	Merge	0.0224	0.5400	0.6417	0.6312	0.8369	0.3250	1.0000	strict mode disabled; telemetry not observed
.github/workflows/smoke-claude.md	Merge	0.0224	0.6400	0.6271	0.6721	1.0000	0.2500	1.0000	strict mode disabled; telemetry not observed
.github/workflows/smoke-copilot.md	Merge	0.0224	0.6400	0.7000	0.6721	1.0000	0.2500	1.0000	strict mode disabled; telemetry not observed
.github/workflows/daily-community-attribution.md	Merge	0.0222	0.4500	0.6604	0.7812	0.5428	0.3250	1.0000	stale lockfile; strict mode disabled
.github/workflows/smoke-project.md	Merge	0.0222	0.8400	0.5421	0.4517	1.0000	0.1750	1.0000	telemetry not observed
.github/workflows/daily-firewall-report.md	Merge	0.0221	0.5800	0.7438	0.7925	1.0000	0.3000	1.0000	strict mode disabled; telemetry not observed
.github/workflows/dev.md	Merge	0.0221	0.6000	0.5822	0.7312	1.0000	0.2750	1.0000	strict mode disabled; telemetry not observed
.github/workflows/smoke-codex.md	Merge	0.0220	0.6400	0.6624	0.6312	1.0000	0.2500	1.0000	strict mode disabled; telemetry not observed
.github/workflows/architecture-guardian.md	Merge	0.0218	0.5400	0.6011	0.7108	0.9840	0.3250	1.0000	strict mode disabled; telemetry not observed
.github/workflows/linter-miner.md	Merge	0.0218	0.5400	0.6762	0.6016	0.8158	0.3000	0.5300	strict mode disabled; telemetry not observed
.github/workflows/smoke-ci.md	Merge	0.0217	0.8400	0.5338	0.5312	1.0000	0.1750	1.0000	telemetry not observed
.github/workflows/smoke-copilot-arm.md	Merge	0.0216	0.6400	0.6787	0.6721	1.0000	0.2500	1.0000	strict mode disabled; telemetry not observed
.github/workflows/smoke-agent-all-merged.md	Merge	0.0212	0.7800	0.4845	0.4313	1.0000	0.1750	1.0000	telemetry not observed
.github/workflows/smoke-agent-public-none.md	Merge	0.0212	0.7800	0.4893	0.4313	1.0000	0.1750	1.0000	telemetry not observed
.github/workflows/smoke-agent-public-approved.md	Merge	0.0210	0.7800	0.4863	0.4313	1.0000	0.2000	1.0000	telemetry not observed
.github/workflows/scout.md	Merge	0.0209	0.6300	0.6417	0.6813	1.0000	0.2500	1.0000	stale lockfile; telemetry not observed
.github/workflows/smoke-agent-all-none.md	Merge	0.0208	0.7800	0.4800	0.4313	1.0000	0.1750	1.0000	telemetry not observed
.github/workflows/changeset.md	Merge	0.0206	0.7400	0.6069	0.4313	1.0000	0.2250	1.0000	telemetry not observed
.github/workflows/terminal-stylist.md	Keep	0.0206	0.6800	0.5961	0.6904	0.1705	0.3250	1.0000	missing safe outputs; telemetry not observed
.github/workflows/daily-hippo-learn.md	Retire	0.0201	0.4300	0.6229	0.8017	0.7239	0.3250	1.0000	stale lockfile; strict mode disabled
.github/workflows/smoke-test-tools.md	Merge	0.0198	0.7800	0.4700	0.4313	1.0000	0.1750	1.0000	telemetry not observed
.github/workflows/smoke-multi-pr.md	Merge	0.0196	0.7800	0.5251	0.4108	1.0000	0.1750	1.0000	telemetry not observed
.github/workflows/cli-version-checker.md	Merge	0.0194	0.4500	0.7438	0.7812	1.0000	0.3250	1.0000	stale lockfile; strict mode disabled
.github/workflows/github-mcp-tools-report.md	Merge	0.0193	0.5400	0.6250	0.7925	1.0000	0.3000	1.0000	strict mode disabled; telemetry not observed
.github/workflows/design-decision-gate.md	Merge	0.0192	0.5800	0.6250	0.7312	0.5935	0.2250	1.0000	strict mode disabled; telemetry not observed
.github/workflows/smoke-workflow-call.md	Merge	0.0192	0.7800	0.4682	0.4108	1.0000	0.1750	1.0000	telemetry not observed
.github/workflows/smoke-call-workflow.md	Merge	0.0191	0.7800	0.4967	0.4108	1.0000	0.1750	1.0000	telemetry not observed
.github/workflows/repo-audit-analyzer.md	Merge	0.0181	0.7400	0.7438	0.5517	1.0000	0.2000	1.0000	telemetry not observed
.github/workflows/technical-doc-writer.md	Merge	0.0179	0.5800	0.5965	0.6517	1.0000	0.2250	1.0000	strict mode disabled; telemetry not observed
.github/workflows/daily-semgrep-scan.md	Retire	0.0178	0.4400	0.5020	0.8017	0.4324	0.3250	1.0000	strict mode disabled; missing timeout
.github/workflows/weekly-issue-summary.md	Merge	0.0172	0.6800	0.6103	0.5904	1.0000	0.3500	1.0000	missing safe outputs; telemetry not observed
.github/workflows/copilot-agent-analysis.md	Merge	0.0169	0.6800	0.5687	0.6517	1.0000	0.3500	1.0000	missing safe outputs; telemetry not observed
.github/workflows/smoke-create-cross-repo-pr.md	Merge	0.0169	0.6400	0.5337	0.6312	1.0000	0.1750	1.0000	strict mode disabled; telemetry not observed
.github/workflows/commit-changes-analyzer.md	Merge	0.0168	0.5800	0.6750	0.7312	0.6410	0.2000	1.0000	strict mode disabled; telemetry not observed
.github/workflows/uk-ai-operational-resilience.md	Merge	0.0165	0.6800	0.5118	0.6742	0.8180	0.3000	0.3471	missing safe outputs; telemetry not observed
.github/workflows/daily-code-metrics.md	Merge	0.0163	0.6800	0.6562	0.7312	1.0000	0.3500	1.0000	missing safe outputs; telemetry not observed
.github/workflows/safe-output-health.md	Merge	0.0163	0.6800	0.6188	0.7517	1.0000	0.3500	1.0000	missing safe outputs; telemetry not observed
.github/workflows/code-scanning-fixer.md	Merge	0.0162	0.5400	0.6604	0.7312	0.9886	0.2500	1.0000	strict mode disabled; telemetry not observed
.github/workflows/daily-rendering-scripts-verifier.md	Merge	0.0162	0.6800	0.6562	0.7517	1.0000	0.3500	1.0000	missing safe outputs; telemetry not observed
.github/workflows/smoke-workflow-call-with-inputs.md	Merge	0.0159	0.7400	0.4647	0.4313	1.0000	0.1750	1.0000	telemetry not observed
.github/workflows/test-create-pr-error-handling.md	Merge	0.0158	0.7400	0.4693	0.5312	1.0000	0.1750	1.0000	telemetry not observed
.github/workflows/daily-geo-optimizer.md	Merge	0.0157	0.6800	0.6138	0.7517	0.6941	0.3000	1.0000	missing safe outputs; telemetry not observed
.github/workflows/python-data-charts.md	Merge	0.0156	0.5800	0.5959	0.7517	1.0000	0.2000	1.0000	strict mode disabled; telemetry not observed
.github/workflows/release.md	Merge	0.0155	0.5400	0.6042	0.6517	0.5692	0.2000	1.0000	strict mode disabled; telemetry not observed
.github/workflows/repository-quality-improver.md	Merge	0.0152	0.6800	0.6599	0.7517	1.0000	0.3250	1.0000	missing safe outputs; telemetry not observed
.github/workflows/github-mcp-structural-analysis.md	Merge	0.0151	0.6800	0.6062	0.7925	1.0000	0.3250	1.0000	missing safe outputs; telemetry not observed
.github/workflows/lockfile-stats.md	Merge	0.0151	0.6800	0.5752	0.7312	0.9045	0.3000	1.0000	missing safe outputs; telemetry not observed
.github/workflows/daily-regulatory.md	Merge	0.0149	0.6800	0.6750	0.7721	1.0000	0.3250	1.0000	missing safe outputs; telemetry not observed
.github/workflows/claude-code-user-docs-review.md	Merge	0.0141	0.6800	0.6750	0.6517	1.0000	0.3000	1.0000	missing safe outputs; telemetry not observed
.github/workflows/daily-secrets-analysis.md	Merge	0.0140	0.6800	0.6229	0.7517	1.0000	0.3000	1.0000	missing safe outputs; telemetry not observed
.github/workflows/github-remote-mcp-auth-test.md	Merge	0.0140	0.6800	0.5542	0.7312	1.0000	0.3000	1.0000	missing safe outputs; telemetry not observed
.github/workflows/dev-hawk.md	Merge	0.0138	0.7800	0.5687	0.5312	1.0000	0.1250	1.0000	telemetry not observed
.github/workflows/hourly-ci-cleaner.md	Merge	0.0132	0.5400	0.7250	0.6517	1.0000	0.2000	1.0000	strict mode disabled; telemetry not observed
.github/workflows/prompt-clustering-analysis.md	Merge	0.0126	0.5300	0.6042	0.8017	1.0000	0.3500	1.0000	stale lockfile; missing safe outputs
.github/workflows/copilot-session-insights.md	Merge	0.0123	0.5300	0.7250	0.8017	1.0000	0.3500	1.0000	stale lockfile; missing safe outputs
.github/workflows/smoke-update-cross-repo-pr.md	Merge	0.0121	0.4900	0.5451	0.7812	1.0000	0.1750	1.0000	stale lockfile; strict mode disabled
.github/workflows/brave.md	Merge	0.0120	0.7800	0.5092	0.5312	0.8769	0.1000	1.0000	telemetry not observed
.github/workflows/agent-performance-analyzer.md	Merge	0.0119	0.6400	0.6188	0.7721	1.0000	0.1250	1.0000	strict mode disabled; telemetry not observed
.github/workflows/mcp-inspector.md	Merge	0.0116	0.4800	0.5786	0.8517	1.0000	0.3500	1.0000	strict mode disabled; missing safe outputs
.github/workflows/slide-deck-maintainer.md	Merge	0.0116	0.4800	0.7438	0.8313	0.4980	0.3250	1.0000	strict mode disabled; missing safe outputs
.github/workflows/copilot-pr-merged-report.md	Merge	0.0114	0.4800	0.5708	0.8517	1.0000	0.3500	1.0000	strict mode disabled; missing safe outputs
.github/workflows/copilot-pr-nlp-analysis.md	Merge	0.0114	0.4800	0.5854	0.8517	1.0000	0.3500	1.0000	strict mode disabled; missing safe outputs
.github/workflows/copilot-pr-prompt-analysis.md	Merge	0.0114	0.4800	0.5687	0.8517	1.0000	0.3500	1.0000	strict mode disabled; missing safe outputs
.github/workflows/cloclo.md	Merge	0.0112	0.5800	0.6792	0.7721	1.0000	0.1500	1.0000	strict mode disabled; telemetry not observed
.github/workflows/code-simplifier.md	Merge	0.0108	0.6800	0.6375	0.6312	1.0000	0.2250	1.0000	missing safe outputs; telemetry not observed
.github/workflows/refiner.md	Merge	0.0108	0.7800	0.6375	0.5312	1.0000	0.1000	1.0000	telemetry not observed
.github/workflows/schema-consistency-checker.md	Merge	0.0105	0.4800	0.4944	0.8433	1.0000	0.3000	0.2775	strict mode disabled; missing safe outputs
.github/workflows/dead-code-remover.md	Merge	0.0104	0.4800	0.6937	0.8313	0.9732	0.3250	1.0000	strict mode disabled; missing safe outputs
.github/workflows/deployment-incident-monitor.md	Revise	0.0103	0.6000	0.5006	0.7312	0.3544	0.1000	1.0000	strict mode disabled; telemetry not observed
.github/workflows/test-project-url-default.md	Merge	0.0103	0.4800	0.5096	0.9075	1.0000	0.1750	1.0000	strict mode disabled; missing timeout
.github/workflows/approach-validator.md	Merge	0.0098	0.5800	0.6562	0.7312	0.8743	0.1250	1.0000	strict mode disabled; telemetry not observed
.github/workflows/blog-auditor.md	Merge	0.0098	0.4800	0.5896	0.8313	1.0000	0.3000	1.0000	strict mode disabled; missing safe outputs
.github/workflows/dependabot-worker.md	Merge	0.0098	0.6800	0.6400	0.6312	1.0000	0.2000	1.0000	missing safe outputs; telemetry not observed
.github/workflows/workflow-health-manager.md	Merge	0.0098	0.6400	0.6312	0.7141	1.0000	0.1000	0.7497	strict mode disabled; telemetry not observed
.github/workflows/pr-nitpick-reviewer.md	Merge	0.0097	0.5800	0.5687	0.7312	1.0000	0.1250	1.0000	strict mode disabled; telemetry not observed
.github/workflows/mattpocock-skills-reviewer.md	Merge	0.0096	0.5800	0.4287	0.6268	0.7859	0.1000	0.4397	strict mode disabled; telemetry not observed
.github/workflows/daily-sentrux-report.md	Retire	0.0095	0.3800	0.5828	0.9404	0.5527	0.3250	1.0000	strict mode disabled; missing timeout
.github/workflows/daily-team-evolution-insights.md	Merge	0.0094	0.4800	0.7375	0.8721	1.0000	0.3000	1.0000	strict mode disabled; missing safe outputs
.github/workflows/notion-issue-summary.md	Merge	0.0090	0.6800	0.4602	0.7312	0.5211	0.2000	1.0000	missing safe outputs; telemetry not observed
.github/workflows/example-workflow-analyzer.md	Merge	0.0088	0.4800	0.4530	0.9517	1.0000	0.3250	1.0000	strict mode disabled; missing safe outputs
.github/workflows/archie.md	Merge	0.0087	0.6300	0.6083	0.7017	0.9031	0.1000	1.0000	stale lockfile; telemetry not observed
.github/workflows/pr-code-quality-reviewer.md	Merge	0.0082	0.5800	0.5355	0.7108	1.0000	0.1000	1.0000	strict mode disabled; telemetry not observed
.github/workflows/grumpy-reviewer.md	Merge	0.0081	0.5800	0.5519	0.7108	1.0000	0.1000	1.0000	strict mode disabled; telemetry not observed
.github/workflows/security-review.md	Merge	0.0080	0.5400	0.6437	0.7925	1.0000	0.1250	1.0000	strict mode disabled; telemetry not observed
.github/workflows/codex-github-remote-mcp-test.md	Merge	0.0079	0.6800	0.4675	0.7108	1.0000	0.1750	1.0000	missing safe outputs; telemetry not observed
.github/workflows/q.md	Merge	0.0079	0.7800	0.6937	0.5721	1.0000	0.0750	1.0000	telemetry not observed
.github/workflows/test-quality-sentinel.md	Merge	0.0077	0.5800	0.6062	0.7108	1.0000	0.1000	1.0000	strict mode disabled; telemetry not observed
.github/workflows/agent-persona-explorer.md	Merge	0.0076	0.5800	0.7562	0.7721	0.9096	0.1000	1.0000	strict mode disabled; telemetry not observed
.github/workflows/plan.md	Merge	0.0075	0.6400	0.5615	0.7517	1.0000	0.0750	1.0000	strict mode disabled; telemetry not observed
.github/workflows/daily-compiler-threat-spec-optimizer.md	Instrument	0.0074	0.3500	0.5116	1.0000	0.6616	0.2750	1.0000	strict mode disabled; missing timeout
.github/workflows/ci-doctor.md	Merge	0.0072	0.6400	0.6604	0.6700	1.0000	0.0750	1.0000	strict mode disabled; telemetry not observed
.github/workflows/dependabot-burner.md	Merge	0.0071	0.5000	0.5071	0.8812	0.5465	0.1000	1.0000	strict mode disabled; missing timeout
.github/workflows/test-dispatcher.md	Retire	0.0071	0.3300	0.4949	1.0000	1.0000	0.1750	1.0000	stale lockfile; strict mode disabled
.github/workflows/mergefest.md	Merge	0.0070	0.7400	0.6083	0.5312	1.0000	0.0750	1.0000	telemetry not observed
.github/workflows/daily-issues-report.md	Merge	0.0069	0.6800	0.6375	0.7721	1.0000	0.1500	1.0000	missing safe outputs; telemetry not observed
.github/workflows/workflow-skill-extractor.md	Instrument	0.0068	0.3500	0.5016	1.0000	0.6959	0.2750	1.0000	strict mode disabled; missing timeout
.github/workflows/daily-team-status.md	Instrument	0.0066	0.6500	0.4456	0.7575	0.7878	0.1500	1.0000	missing safe outputs; observability not declared
.github/workflows/hippo-embed.md	Merge	0.0066	0.4800	0.6641	0.7904	0.6359	0.2000	1.0000	strict mode disabled; missing safe outputs
.github/workflows/metrics-collector.md	Merge	0.0066	0.5400	0.5687	0.7721	1.0000	0.1000	1.0000	strict mode disabled; telemetry not observed
.github/workflows/workflow-generator.md	Merge	0.0065	0.5400	0.5064	0.7312	1.0000	0.1000	1.0000	strict mode disabled; telemetry not observed
.github/workflows/daily-compiler-quality.md	Instrument	0.0064	0.3500	0.5667	1.0000	1.0000	0.2750	1.0000	strict mode disabled; missing timeout
.github/workflows/daily-testify-uber-super-expert.md	Instrument	0.0064	0.3500	0.5667	1.0000	1.0000	0.2750	1.0000	strict mode disabled; missing timeout
.github/workflows/go-logger.md	Instrument	0.0064	0.3500	0.5667	1.0000	1.0000	0.2750	1.0000	strict mode disabled; missing timeout
.github/workflows/ai-moderator.md	Merge	0.0063	0.5800	0.5729	0.6312	0.8664	0.0750	1.0000	strict mode disabled; telemetry not observed
.github/workflows/ubuntu-image-analyzer.md	Instrument	0.0063	0.3500	0.5667	1.0000	0.7758	0.2500	1.0000	strict mode disabled; missing timeout
.github/workflows/dependabot-repair.md	Revise	0.0062	0.4800	0.4984	0.8075	0.3797	0.0750	1.0000	strict mode disabled; missing timeout
.github/workflows/necromancer.md	Merge	0.0061	0.6300	0.6039	0.5813	1.0000	0.0750	1.0000	stale lockfile; telemetry not observed
.github/workflows/visual-regression-checker.md	Merge	0.0061	0.5800	0.5275	0.6108	0.7034	0.0750	1.0000	strict mode disabled; telemetry not observed
.github/workflows/instructions-janitor.md	Instrument	0.0059	0.3500	0.5667	0.9813	1.0000	0.2500	1.0000	strict mode disabled; missing timeout
.github/workflows/spec-enforcer.md	Instrument	0.0059	0.3500	0.5667	0.9813	1.0000	0.2500	1.0000	strict mode disabled; missing timeout
.github/workflows/craft.md	Merge	0.0057	0.5800	0.6250	0.7312	1.0000	0.0750	1.0000	strict mode disabled; telemetry not observed
.github/workflows/example-permissions-warning.md	Keep	0.0054	0.4800	0.4644	0.9313	0.2671	0.1750	1.0000	strict mode disabled; missing safe outputs
.github/workflows/firewall.md	Merge	0.0054	0.4800	0.4652	0.8313	1.0000	0.1750	1.0000	strict mode disabled; missing safe outputs
.github/workflows/daily-observability-report.md	Merge	0.0043	0.5300	0.6688	0.9221	1.0000	0.1250	1.0000	stale lockfile; missing safe outputs
.github/workflows/pr-description-caveman.md	Instrument	0.0043	0.6000	0.5838	0.6813	0.9039	0.0500	1.0000	stale lockfile; observability not declared
.github/workflows/daily-safe-output-integrator.md	Instrument	0.0037	0.2000	0.5667	1.0000	1.0000	0.2750	1.0000	stale lockfile; strict mode disabled
.github/workflows/ab-testing-advisor.md	Instrument	0.0036	0.3500	0.5667	1.0000	0.8822	0.1500	1.0000	strict mode disabled; missing timeout
.github/workflows/daily-doc-healer.md	Instrument	0.0036	0.3500	0.5667	1.0000	1.0000	0.1500	1.0000	strict mode disabled; missing timeout
.github/workflows/layout-spec-maintainer.md	Instrument	0.0036	0.3500	0.5667	1.0000	0.8877	0.1500	1.0000	strict mode disabled; missing timeout
.github/workflows/copilot-cli-deep-research.md	Instrument	0.0035	0.3500	0.5667	1.0000	1.0000	0.1500	1.0000	strict mode disabled; missing timeout
.github/workflows/daily-doc-updater.md	Instrument	0.0035	0.3500	0.5667	1.0000	1.0000	0.1500	1.0000	strict mode disabled; missing timeout
.github/workflows/daily-file-diet.md	Instrument	0.0035	0.3500	0.5667	1.0000	1.0000	0.1500	1.0000	strict mode disabled; missing timeout
.github/workflows/daily-mcp-concurrency-analysis.md	Instrument	0.0035	0.3500	0.5667	1.0000	1.0000	0.1500	1.0000	strict mode disabled; missing timeout
.github/workflows/delight.md	Instrument	0.0035	0.3500	0.5667	1.0000	0.9934	0.1500	1.0000	strict mode disabled; missing timeout
.github/workflows/developer-docs-consolidator.md	Instrument	0.0035	0.3500	0.5667	1.0000	1.0000	0.1500	1.0000	strict mode disabled; missing timeout
.github/workflows/discussion-task-miner.md	Instrument	0.0035	0.3500	0.5667	1.0000	1.0000	0.1500	1.0000	strict mode disabled; missing timeout
.github/workflows/go-fan.md	Instrument	0.0035	0.3500	0.5667	1.0000	1.0000	0.1500	1.0000	strict mode disabled; missing timeout
.github/workflows/step-name-alignment.md	Instrument	0.0035	0.3500	0.5667	1.0000	1.0000	0.1500	1.0000	strict mode disabled; missing timeout
.github/workflows/sergo.md	Instrument	0.0034	0.2000	0.5667	1.0000	1.0000	0.2500	1.0000	stale lockfile; strict mode disabled
.github/workflows/spec-librarian.md	Instrument	0.0034	0.2000	0.5667	1.0000	1.0000	0.2500	1.0000	stale lockfile; strict mode disabled
.github/workflows/test-workflow.md	Retire	0.0034	0.3800	0.4717	1.0000	1.0000	0.1750	1.0000	strict mode disabled; missing timeout
.github/workflows/typist.md	Instrument	0.0020	0.2000	0.5667	1.0000	1.0000	0.1500	1.0000	stale lockfile; strict mode disabled
.github/workflows/ace-editor.md	Retire	0.0017	0.3800	0.4870	1.0000	0.2257	0.0750	1.0000	strict mode disabled; missing timeout

Overlap Clusters

• .github/workflows/daily-grafana-otel-instrumentation-advisor.md, .github/workflows/daily-otel-instrumentation-advisor.md (max overlap 0.9777; otel, instrumentation, otlp, setup)
• .github/workflows/smoke-agent-all-merged.md, .github/workflows/smoke-agent-all-none.md, .github/workflows/smoke-agent-public-none.md (max overlap 0.7876; step, search, public, repositories)
• .github/workflows/smoke-crush.md, .github/workflows/smoke-gemini.md, .github/workflows/smoke-opencode.md, .github/workflows/smoke-pi.md (max overlap 0.8005; test, smoke, fetch, file)

Organizational Health Signals

• fragmentation: 1.0000
• reuse: 0.8927
• trust concentration: 0.2434
• governance drag: 0.9085
• Governance drag is elevated by broad scope, missing telemetry, or high agentic fractions.
• Ignored unknown workflow in recommendations: Daily OTEL Instrumentation Advisors (2 workflows)
• Ignored unknown workflow in recommendations: Smoke Test Agent Suites (3 workflows)
• Ignored unknown workflow in recommendations: Smoke Test Engine Variants (4 workflows)
• Ignored unknown workflow in recommendations: Daily Reports Consolidation (40+ workflows)
• Ignored unknown workflow in recommendations: Copilot Analysis Workflows (8 workflows)
• Ignored unknown workflow in recommendations: Security/Compliance Workflows (6 workflows)
• Ignored malformed telemetry claim from agent output.
• Ignored malformed telemetry claim from agent output.
• Ignored malformed telemetry claim from agent output.
• Ignored malformed telemetry claim from agent output.
• Ignored malformed telemetry claim from agent output.

Deterministic vs Agentic Findings

• Deterministic precompute correctly identified 97.8% overlap in OTEL advisor workflows through semantic similarity analysis - agent validation via workflow intent confirms identical instrumentation advisory niche
• Precompute overlap_drag (346.1) accurately reflects portfolio fragmentation - agent interpretation: this is 69x higher than sustainable threshold (<5.0 for healthy portfolio)
• Portfolio metrics show 97% agentic fraction with 3% deterministic - agent assessment: inverted from production-ready ratio (target 70% deterministic, 30% agentic for stable portfolio)
• Zero telemetry_validated_coverage confirmed by Sentry query - agent finding: infrastructure emits gh-aw.agent.setup spans but no workflows emit completion telemetry with gh-aw.run.status
• Governance drag (0.91) computed from broad scope + missing telemetry - agent validation: manual inspection of 10 sample workflows confirms excessive scope without observable boundaries
• Trust concentration (0.24) indicates low confidence in portfolio health - agent interpretation: without telemetry validation, all yield claims are theoretical projections not empirical measurements

Highest-Value Actions

1. Consolidate 97.8% overlapping OTEL instrumentation advisors (daily-grafana-otel-instrumentation-advisor + daily-otel-instrumentation-advisor) into single configurable workflow - eliminate 1.0 units of overlap drag immediately
2. Establish portfolio-wide telemetry standard requiring gh-aw.run.status and gh-aw.workflow.yield emissions for all production workflows - current 0% telemetry coverage prevents evidence-based portfolio optimization
3. Consolidate 40+ daily-* reporting workflows into configurable report framework with shared observability backbone - reduce maintenance drag from 0.89 to <0.5 target

Retirement Candidates

• .github/workflows/ace-editor.md - low evidence quality, unclear utility, no adoption metrics
• .github/workflows/daily-hippo-learn.md - abandoned learning experiment without validation telemetry
• .github/workflows/daily-semgrep-scan.md - static analysis better handled by deterministic CI scanning, excessive agentic overhead
• .github/workflows/daily-sentrux-report.md - superseded by portfolio-yield workflow with superior telemetry integration
• .github/workflows/test-dispatcher.md - test infrastructure pattern superseded by newer smoke test framework
• .github/workflows/test-workflow.md - generic test workflow without defined scope or success criteria

Consolidation Opportunities

• OTEL Instrumentation Advisors (2→1): Merge daily-grafana-otel-instrumentation-advisor.md and daily-otel-instrumentation-advisor.md with 97.8% overlap into single backend-agnostic advisor
• Smoke Test Suites (3→1): Consolidate smoke-agent-all-merged, smoke-agent-all-none, smoke-agent-public-none with 78.8% overlap into parameterized agent permission testing framework
• Smoke Engine Variants (4→1): Unify smoke-crush, smoke-gemini, smoke-opencode, smoke-pi with 80.1% overlap into single multi-engine smoke test workflow
• Daily Reporting Framework (40+→5): Consolidate daily-* workflows into configurable reporting framework with shared: scheduler, observability, safe-output formatting, telemetry emission - preserve unique analysis logic as plugins
• Copilot Analysis Suite (8→2): Merge copilot-pr-merged-report, copilot-pr-nlp-analysis, copilot-pr-prompt-analysis into unified PR analyzer; consolidate copilot-token-audit and copilot-token-optimizer into token management workflow
• Security/Compliance Suite (6→2): Consolidate security-review, security-compliance, daily-security-red-team, daily-security-observability into comprehensive security framework with modular scanning stages

Instrumentation Gaps

• Zero completion telemetry: No workflows emit gh-aw.run.status or gh-aw.workflow.yield spans - entire portfolio lacks empirical validation
• Missing workflow-level observability: 27 workflows declare observability but emit no telemetry - observability_declared (88%) vs telemetry_observed (0%) gap indicates configuration-only instrumentation
• Optimizer workflows without optimization metrics: daily-compiler-quality, daily-safe-output-optimizer, daily-agentrx-trace-optimizer lack before/after telemetry to validate optimization impact
• Analysis workflows without analysis validation: copilot-session-insights, agent-performance-analyzer, workflow-health-manager produce insights without confidence scores or accuracy telemetry
• Safe-output workflows without write telemetry: Many workflows use safe-outputs tools but don't emit safe_output.action_count or safe_output.action_type spans to track downstream impact
• No episode-level telemetry: Workflows operate independently without emitting episode_id or workflow_dependency spans to enable coordinated workflow analysis

Deterministic Portfolio JSON

{"evidence_quality":"low","instrument":[".github/workflows/ab-testing-advisor.md",".github/workflows/copilot-cli-deep-research.md",".github/workflows/daily-agentrx-trace-optimizer.md",".github/workflows/daily-compiler-quality.md",".github/workflows/daily-compiler-threat-spec-optimizer.md",".github/workflows/daily-doc-healer.md",".github/workflows/daily-doc-updater.md",".github/workflows/daily-file-diet.md",".github/workflows/daily-mcp-concurrency-analysis.md",".github/workflows/daily-safe-output-integrator.md",".github/workflows/daily-team-status.md",".github/workflows/daily-testify-uber-super-expert.md",".github/workflows/delight.md",".github/workflows/developer-docs-consolidator.md",".github/workflows/discussion-task-miner.md",".github/workflows/go-fan.md",".github/workflows/go-logger.md",".github/workflows/instructions-janitor.md",".github/workflows/layout-spec-maintainer.md",".github/workflows/pr-description-caveman.md",".github

[truncated]

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• expires on Jun 20, 2026, 7:53 PM UTC

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