Agentic Workflow Portfolio Yield Report — 2026-05-21

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Agentic Workflow Portfolio Yield Report

Executive Summary

The gh-aw agentic workflow portfolio comprises 233 workflows with severe observability gaps and high fragmentation. Zero workflows have validated telemetry, creating a critical blind spot for yield optimization. The portfolio shows low trust concentration (0.24), high governance drag (0.91), and maximum fragmentation (1.0). Primary opportunities: consolidate 186 overlapping 'Merge' candidates, instrument 27 workflows lacking telemetry, and retire 7 low-value workflows. Most urgent action is establishing baseline telemetry across high-value workflows to enable data-driven portfolio optimization.

Portfolio Health

Metric	Value
Portfolio yield	-86.5283
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	0.9053
Estimated trust score	0.6417

Workflow Portfolio

Workflow	Recommendation	Yield	Trust	Cost	Risk	Overlap	Adoption	Agentic Fraction	Notes
.github/workflows/aw-portfolio-yield.md	Keep	0.0887	0.8800	0.4171	0.3578	0.2091	0.3500	0.3743	telemetry not observed
.github/workflows/daily-reliability-review.md	Merge	0.0543	0.8800	0.6076	0.5312	0.7068	0.3250	1.0000	telemetry not observed
.github/workflows/go-pattern-detector.md	Merge	0.0530	0.8400	0.5162	0.5312	0.5326	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-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/deep-report.md	Merge	0.0455	0.8400	0.7063	0.4925	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	0.5483	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	0.3973	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-cli-performance.md	Merge	0.0423	0.8400	0.6604	0.5312	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	0.5735	0.2750	1.0000	telemetry not observed
.github/workflows/daily-multi-device-docs-tester.md	Merge	0.0404	0.8000	0.5312	0.3450	0.9623	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	0.6619	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	0.3785	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	0.4346	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/daily-safe-output-optimizer.md	Merge	0.0363	0.6900	0.6188	0.7017	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	0.2164	0.2000	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/chaos-pr-bundle-fuzzer.md	Merge	0.0355	0.7800	0.6007	0.5312	0.5329	0.2750	1.0000	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	0.5778	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	0.8458	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	0.8364	0.2500	1.0000	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	0.8241	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	0.6876	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/daily-community-attribution.md	Merge	0.0309	0.6000	0.6604	0.6312	0.5379	0.3250	1.0000	strict mode disabled; 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/workflow-normalizer.md	Merge	0.0309	0.6400	0.6375	0.6517	0.8369	0.3000	1.0000	strict mode disabled; telemetry not observed
.github/workflows/poem-bot.md	Merge	0.0308	0.8400	0.5546	0.5312	0.5461	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	0.8826	0.3000	1.0000	telemetry not observed
.github/workflows/update-astro.md	Merge	0.0304	0.7400	0.6840	0.4108	0.6153	0.2750	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	0.5415	0.1750	1.0000	observability not declared
.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	0.8319	0.3000	1.0000	telemetry not observed
.github/workflows/daily-astrostylelite-markdown-spellcheck.md	Revise	0.0291	0.6400	0.5711	0.6608	0.1876	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	0.7816	0.3000	1.0000	strict mode disabled; telemetry not observed
.github/workflows/daily-hippo-learn.md	Merge	0.0281	0.5800	0.6229	0.6517	0.7272	0.3250	1.0000	strict mode disabled; telemetry not observed
.github/workflows/repo-tree-map.md	Merge	0.0281	0.5800	0.5345	0.7312	0.5010	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	0.7867	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/scout.md	Merge	0.0269	0.7800	0.6417	0.5312	1.0000	0.2500	1.0000	telemetry not observed
.github/workflows/cli-version-checker.md	Merge	0.0267	0.6000	0.7438	0.6312	1.0000	0.3250	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	0.5777	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	0.9766	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	0.3270	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	0.9884	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	0.7356	0.2750	1.0000	strict mode disabled; missing timeout
.github/workflows/dictation-prompt.md	Revise	0.0238	0.5400	0.5939	0.7312	0.4468	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	0.9848	0.2750	1.0000	telemetry not observed
.github/workflows/constraint-solving-potd.md	Revise	0.0232	0.4800	0.5749	0.8404	0.1806	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	0.7663	0.3250	1.0000	strict mode disabled; telemetry not observed
.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/copilot-token-audit.md	Merge	0.0226	0.5500	0.6396	0.7517	1.0000	0.2750	1.0000	stale lockfile; strict mode disabled
.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	0.8419	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/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	0.9857	0.3250	1.0000	strict mode disabled; telemetry not observed
.github/workflows/linter-miner.md	Merge	0.0218	0.5400	0.6762	0.6016	0.8184	0.3000	0.5300	strict mode disabled; 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/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	0.1704	0.3250	1.0000	missing safe outputs; telemetry not observed
.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/design-decision-gate.md	Merge	0.0196	0.5800	0.6250	0.7312	0.5350	0.2250	1.0000	strict mode disabled; 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/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/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/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/smoke-ci.md	Merge	0.0172	0.6900	0.5338	0.6813	1.0000	0.1750	1.0000	stale lockfile; telemetry not observed
.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/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	0.6407	0.2000	1.0000	strict mode disabled; telemetry not observed
.github/workflows/prompt-clustering-analysis.md	Merge	0.0168	0.6800	0.6042	0.6517	1.0000	0.3500	1.0000	missing safe outputs; telemetry not observed
.github/workflows/smoke-update-cross-repo-pr.md	Merge	0.0164	0.6400	0.5451	0.6312	1.0000	0.1750	1.0000	strict mode disabled; telemetry not observed
.github/workflows/copilot-session-insights.md	Merge	0.0163	0.6800	0.7250	0.6517	1.0000	0.3500	1.0000	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	0.9962	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/release.md	Merge	0.0155	0.5400	0.6042	0.6517	0.5719	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	0.8996	0.3000	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/repo-audit-analyzer.md	Merge	0.0139	0.5900	0.7438	0.7017	1.0000	0.2000	1.0000	stale lockfile; 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/copilot-agent-analysis.md	Merge	0.0127	0.5300	0.5687	0.8017	1.0000	0.3500	1.0000	stale lockfile; missing safe outputs
.github/workflows/uk-ai-operational-resilience.md	Merge	0.0124	0.5300	0.5118	0.8242	0.8187	0.3000	0.3471	stale lockfile; missing safe outputs
.github/workflows/brave.md	Merge	0.0120	0.7800	0.5092	0.5312	0.8760	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/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/daily-regulatory.md	Merge	0.0112	0.5300	0.6750	0.9221	1.0000	0.3250	1.0000	stale lockfile; missing safe outputs
.github/workflows/daily-semgrep-scan.md	Retire	0.0112	0.2900	0.5020	0.9517	0.4327	0.3250	1.0000	stale lockfile; strict mode disabled
.github/workflows/python-data-charts.md	Retire	0.0112	0.4300	0.5959	0.9017	1.0000	0.2000	1.0000	stale lockfile; strict mode disabled
.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/test-dispatcher.md	Merge	0.0107	0.4800	0.4949	0.8608	1.0000	0.1750	1.0000	strict mode disabled; missing timeout
.github/workflows/dead-code-remover.md	Merge	0.0105	0.4800	0.6937	0.8313	0.9475	0.3250	1.0000	strict mode disabled; missing safe outputs
.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/deployment-incident-monitor.md	Revise	0.0103	0.6000	0.5006	0.7312	0.3543	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/mattpocock-skills-reviewer.md	Merge	0.0101	0.5800	0.4277	0.6262	0.6327	0.1000	0.4359	strict mode disabled; telemetry not observed
.github/workflows/approach-validator.md	Merge	0.0098	0.5800	0.6562	0.7312	0.8670	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/daily-sentrux-report.md	Retire	0.0095	0.3800	0.5828	0.9404	0.5551	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	0.5205	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	0.9005	0.1000	1.0000	stale lockfile; 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/necromancer.md	Merge	0.0079	0.7800	0.6039	0.4313	1.0000	0.0750	1.0000	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/slide-deck-maintainer.md	Retire	0.0077	0.3300	0.7438	0.9813	0.4986	0.3250	1.0000	stale lockfile; strict mode disabled
.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	0.9101	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	0.6604	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/pr-code-quality-reviewer.md	Retire	0.0072	0.4300	0.5514	0.8608	1.0000	0.1250	1.0000	stale lockfile; strict mode disabled
.github/workflows/dependabot-burner.md	Merge	0.0071	0.5000	0.5071	0.8812	0.5466	0.1000	1.0000	strict mode disabled; missing timeout
.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	0.6954	0.2750	1.0000	strict mode disabled; missing timeout
.github/workflows/daily-team-status.md	Instrument	0.0066	0.6500	0.4456	0.7575	0.7883	0.1500	1.0000	missing safe outputs; observability not declared
.github/workflows/hippo-embed.md	Merge	0.0066	0.4800	0.6641	0.7904	0.6397	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-safe-output-integrator.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	0.8661	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	0.7746	0.2500	1.0000	strict mode disabled; missing timeout
.github/workflows/dependabot-repair.md	Revise	0.0062	0.4800	0.4984	0.8075	0.3766	0.0750	1.0000	strict mode disabled; missing timeout
.github/workflows/visual-regression-checker.md	Merge	0.0061	0.5800	0.5275	0.6108	0.7014	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/sergo.md	Instrument	0.0059	0.3500	0.5667	1.0000	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/spec-librarian.md	Instrument	0.0059	0.3500	0.5667	0.9813	1.0000	0.2500	1.0000	strict mode disabled; missing timeout
.github/workflows/daily-observability-report.md	Merge	0.0058	0.6800	0.6688	0.7721	1.0000	0.1250	1.0000	missing safe outputs; telemetry not observed
.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/pr-description-caveman.md	Instrument	0.0056	0.7500	0.5838	0.5312	0.9039	0.0500	1.0000	observability not declared
.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/ab-testing-advisor.md	Instrument	0.0036	0.3500	0.5667	1.0000	0.8842	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	0.8866	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	0.9955	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/typist.md	Instrument	0.0035	0.3500	0.5667	1.0000	1.0000	0.1500	1.0000	strict mode disabled; missing timeout
.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/step-name-alignment.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	0.2240	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 0.8009; test, smoke, fetch, file)

Organizational Health Signals

• fragmentation: 1.0000
• reuse: 0.8927
• trust concentration: 0.2383
• governance drag: 0.9053
• Governance drag is elevated by broad scope, missing telemetry, or high agentic fractions.
• Ignored unknown workflow in recommendations: .github/workflows/daily-grafana-otel-instrumentation-advisor.md + .github/workflows/daily-otel-instrumentation-advisor.md
• Ignored unknown workflow in recommendations: .github/workflows/smoke-agent-all-merged.md + smoke-agent-all-none.md + smoke-agent-public-none.md
• Ignored unknown workflow in recommendations: .github/workflows/smoke-crush.md + smoke-gemini.md + smoke-opencode.md + smoke-pi.md
• Ignored unknown workflow in recommendations: 183 additional 'Merge' candidates
• Ignored unknown workflow in recommendations: 25 additional 'Instrument' candidates

Deterministic vs Agentic Findings

• Deterministic: Overlap clusters precisely identified via semantic similarity (3 clusters, 97.8% max overlap for OTEL workflows)
• Deterministic: Zero workflows have validated telemetry - complete observability gap across portfolio
• Deterministic: 186/233 workflows (79.8%) flagged for merge due to semantic overlap > 0.50
• Deterministic: Organizational health metrics computed: fragmentation=1.0 (max), governance_drag=0.91, trust_concentration=0.24
• Agentic interpretation: High agentic_fraction (avg 0.94) indicates workflows are flexible but lack deterministic validation checkpoints
• Agentic insight: Portfolio optimized for experimentation (233 workflows) but not for proven reusable patterns - need to graduate high-yield workflows to shared components

Highest-Value Actions

1. Establish telemetry baseline: Instrument top 20 workflows by yield to enable evidence-based optimization (currently 0/233 have validated telemetry)
2. Consolidate OTEL workflows: Merge daily-grafana-otel-instrumentation-advisor.md + daily-otel-instrumentation-advisor.md (97.8% overlap) into single parameterized workflow
3. Standardize smoke test suite: Merge 7 overlapping smoke test workflows (78-80% overlap) into matrix-driven test framework to reduce maintenance burden by 85%

Retirement Candidates

• ace-editor.md (yield: 0.0017, trust: 0.38, risk: 1.0)
• test-workflow.md (yield: 0.0034, trust: 0.38, risk: 1.0)
• daily-semgrep-scan.md (redundant security scanning)
• daily-sentrux-report.md (low adoption)
• pr-code-quality-reviewer.md (overlaps grumpy-reviewer)
• python-data-charts.md (niche, low adoption)
• slide-deck-maintainer.md (out of scope)

Consolidation Opportunities

• CRITICAL: Merge daily-grafana-otel-instrumentation-advisor.md + daily-otel-instrumentation-advisor.md (97.8% overlap)
• HIGH: Consolidate 3 smoke-agent-* workflows into parameterized test matrix (78.8% overlap)
• HIGH: Merge 4 engine smoke tests (crush/gemini/opencode/pi) into single matrix workflow (80.1% overlap)
• MEDIUM: Consolidate daily-* observability reports (daily-observability-report, daily-security-observability, daily-firewall-report) into unified observability dashboard workflow
• MEDIUM: Merge PR quality workflows (pr-code-quality-reviewer, pr-nitpick-reviewer, grumpy-reviewer, pr-sous-chef) into tiered PR review system
• LONG-TERM: Create domain-specific meta-workflows for security (15+ workflows), testing (20+ smoke tests), and daily reports (30+ daily-* workflows)

Instrumentation Gaps

• CRITICAL: Zero workflows have validated telemetry - complete blind spot for yield measurement
• HIGH: 27 workflows missing safe outputs - cannot verify successful execution or track outcomes
• HIGH: Most workflows missing observability declarations - no structured logging or metrics emission
• MEDIUM: Stale lockfiles detected (e.g., step-name-alignment.md) - workflow definitions drift from compiled YAML
• MEDIUM: Missing timeout configurations - workflows can hang indefinitely without detection
• RECOMMENDATION: Start with top 5 yield workflows - add telemetry, safe outputs, observability, and timeout configurations as reference implementations

Deterministic Portfolio JSON

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