[detection-analysis] Detection Analysis Report — 2026-07-23 (24h)

[github-actions[bot]]

Summary

• Window evaluated: last 24 full hours (UTC) — 2026-07-23T05:50:31Z → 2026-07-23T23:10:42Z
• Total runs analyzed: 286 (across 129 distinct workflows)
• Detection-enabled runs (gh-aw-detection: true): 96 (33.6%)
• Regular runs (detection false/absent): 190 (66.4%)
• Misconfigured workflows found: 4

Warning

4 workflow(s) whose names imply monitoring/analysis are running without gh-aw-detection: true. See the table below for recommended fixes.

At-a-glance comparison:

Metric	Regular Runs	Detection Runs
Run count	190	96
Success rate	96.8%	95.8%
Failures	6	4
Avg tokens/run	46,362	57,726

Detection-enabled runs consume ~24% more tokens on average (expected — detection adds analysis steps) while holding a comparable success rate (within ~1 point of regular runs).

Comparison Chart

Misconfigured Workflows

All four flags are rule 2 (workflow name contains report/audit/analyzer/monitor/detector/inspector but lacks gh-aw-detection: true). No high-volume detection-disabled workflows (rule 1: max detection-off volume was 2 runs) and no alternating/mixed workflows (rule 4) were found. The documented opt-out Daily Agentic Workflow AIC Usage Audit was excluded from name-based flagging.

Workflow	Misconfiguration Type	Runs	Example Run	Recommended Fix
Static Analysis Report	name-suggests-detection	1	§29999749168	Add gh-aw-detection: true to frontmatter
Deep Report	name-suggests-detection	1	§30019963232	Add gh-aw-detection: true to frontmatter
Daily Security Observability Report	name-suggests-detection	1	§30024591734	Add gh-aw-detection: true to frontmatter
Daily Regulatory Report Generator	name-suggests-detection	1	§30046542321	Add gh-aw-detection: true to frontmatter

View All Run Metrics (129 workflows)

Workflow	Runs	Success %	Avg Tokens	Detection
PR Sous Chef	25	88.0	50963	—
Design Decision Gate 🏗️	20	100.0	13432	—
Test Quality Sentinel	20	100.0	12265	✅ true
Matt Pocock Skills Reviewer	20	100.0	15265	—
PR Code Quality Reviewer	19	94.7	18925	—
Impeccable Skills Reviewer	19	100.0	9997	—
Issue Monster	8	100.0	22688	—
Auto-Triage Issues	4	100.0	14954	✅ true
AI Moderator	4	100.0	44042	✅ true
Contribution Check	4	100.0	23262	✅ true
PR Description Updater	4	100.0	10568	—
PR Triage Agent	3	100.0	14246	—
Discussion Task Miner - Code Quality Improvement Agent	3	100.0	12870	—
[aw] Failure Investigator (6h)	3	100.0	21031	✅ true
Code Scanning Fixer	3	100.0	4927	✅ true
Smoke Gemini	2	100.0	240014	—
Changeset Generator	2	100.0	108824	✅ true
Agent Container Smoke Test	2	100.0	3680	—
Smoke Antigravity	2	100.0	0	—
Smoke Claude	2	100.0	20078	—
Smoke Pi	2	100.0	13414	—
Smoke Codex	2	50.0	110564	—
Smoke Copilot	2	100.0	982124	—
Smoke Copilot - AOAI (apikey)	2	100.0	526030	—
Smoke Copilot - AOAI (Entra)	2	100.0	457877	—
Smoke Copilot MAI	2	100.0	85018	—
Smoke Copilot Small	2	100.0	3385	—
Smoke OTEL	2	100.0	14252	—
Issue Arborist	1	100.0	103860	—
Sighthound Security Scan	1	100.0	4606	—
Daily Cli Tools Tester	1	100.0	15184	✅ true
ESLint Refiner	1	100.0	34759	—
Schema Consistency Checker	1	100.0	75354	—
CLI Version Checker	1	100.0	18034	✅ true
GitHub Remote MCP Authentication Test	1	100.0	22779	✅ true
Multi-Device Docs Tester	1	100.0	22382	✅ true
Daily Sub-Agent Model Resolution Audit	1	100.0	108344	✅ true
Daily AgentRx Trace Optimizer	1	100.0	35802	✅ true
Daily Container Image Security Scan	1	0.0	22644	—
Daily Safe Outputs Conformance Checker	1	100.0	7860	—
Daily VulnHunter Scan	1	100.0	20869	—
Daily Assign Issue To User	1	100.0	4759	✅ true
Daily Hippo Learn	1	100.0	69515	✅ true
Sub-Issue Closer	1	100.0	6474	—
Tidy	1	100.0	5368	—
Copilot Session Insights	1	100.0	51773	✅ true
Daily Workflow Updater	1	100.0	4384	—
Daily Elixir Credo Snippet Audit	1	100.0	7272	✅ true
Daily Evals Feature Report	1	100.0	1994923	✅ true
Daily Syntax Error Quality Check	1	100.0	8039	—
Daily Rendering Scripts Verifier	1	100.0	33270	✅ true
daily-experiment-report	1	100.0	24634	✅ true
Go Fan	1	100.0	24023	—
Instructions Janitor	1	100.0	21993	—
Daily News	1	100.0	66591	✅ true
Terminal Stylist	1	100.0	24138	—
ESLint Miner	1	100.0	18193	—
Dev	1	100.0	344894	—
Daily MCP Tool Concurrency Analysis	1	100.0	11811	✅ true
Package Specification Extractor	1	100.0	14610	—
Functional Pragmatist	1	100.0	22636	—
Copilot Agent Prompt Clustering Analysis	1	100.0	29770	✅ true
Static Analysis Report	1	100.0	27726	—
Glossary Maintainer	1	100.0	17613	—
Copilot PR Conversation NLP Analysis	1	100.0	22143	✅ true
Daily A/B Testing Advisor	1	100.0	58133	✅ true
Daily Documentation Updater	1	100.0	89045	✅ true
GitHub API Consumption Report Agent	1	100.0	34069	✅ true
Draft PR Cleanup	1	100.0	5104	—
Daily Choice Type Test	1	100.0	3912	✅ true
Daily Max Ai Credits Test	1	0.0	3010	✅ true
Release	1	100.0	10161	—
Typist - Go Type Analysis	1	100.0	64074	✅ true
Package Specification Enforcer	1	100.0	40631	—
Constraint Solving — Problem of the Day	1	100.0	7872	✅ true
Team Status	1	100.0	5119	—
Daily Agentic Workflow AIC Usage Audit	1	100.0	13502	—
Daily Go Function Namer	1	100.0	27190	✅ true
Daily AIC Consumption Report (Sentry + Grafana OTel)	1	100.0	31230	✅ true
GitHub MCP Structural Analysis	1	100.0	26538	✅ true
Claude Code User Documentation Review	1	100.0	48777	✅ true
Agent Performance Analyzer - Meta-Orchestrator	1	100.0	21845	✅ true
Workflow Normalizer	1	100.0	11045	—
Repository Quality Improvement Agent	1	100.0	18245	—
CI Optimization Coach	1	0.0	0	✅ true
CLI Consistency Checker	1	100.0	54663	✅ true
Package Specification Librarian	1	100.0	14285	—
Daily Malicious Code Scan Agent	1	100.0	10322	✅ true
Daily Fact	1	100.0	87540	✅ true
Dead Code Removal Agent	1	100.0	0	—
Architecture Guardian	1	100.0	4038	✅ true
Daily Agent of the Day Blog Writer	1	100.0	59308	✅ true
Avenger	1	100.0	9313	✅ true
Daily Issues Report Generator	1	0.0	12399	✅ true
Deep Report	1	100.0	37921	—
Issue Triage Agent	1	100.0	3474	—
Delight	1	100.0	21001	—
Daily CLI Performance Agent	1	100.0	21412	✅ true
Agentic Workflow AIC Usage Optimizer	1	100.0	15787	—
Daily Copilot PR Merged Report	1	100.0	12968	✅ true
The Daily Repository Chronicle	1	100.0	14862	✅ true
Daily Formal Spec Verifier	1	100.0	59632	✅ true
UK AI Operational Resilience	1	100.0	12756	—
Agent Persona Explorer	1	100.0	45309	✅ true
Daily SPDD Spec Planner	1	100.0	9092	—
Daily Security Observability Report	1	100.0	17762	—
Slide Deck Maintainer	1	100.0	7844	—
GEO Optimizer Daily Audit	1	100.0	20628	✅ true
Linter Miner	1	100.0	20282	—
Daily Secrets Analysis Agent	1	100.0	10364	—
Daily Testify Uber Super Expert	1	100.0	17130	✅ true
Copilot Agent PR Analysis	1	100.0	26075	✅ true
Daily Cache Strategy Analyzer	1	100.0	629138	✅ true
Daily Code Metrics and Trend Tracking Agent	1	100.0	35705	✅ true
Daily Safe Output Integrator	1	100.0	38373	—
Smoke Copilot Sub Agents	1	100.0	17482	—
Daily Ambient Context Optimizer	1	100.0	26238	✅ true
Daily Team Evolution Insights	1	100.0	16635	—
Lockfile Statistics Analysis Agent	1	100.0	14368	—
Copilot PR Prompt Pattern Analysis	1	100.0	10941	✅ true
Daily Project Performance Summary Generator (Using MCP Scripts)	1	100.0	20516	✅ true
Daily Caveman Optimizer	1	100.0	13747	✅ true
Agentic Workflow Audit Agent	1	100.0	39362	✅ true
Daily Regulatory Report Generator	1	100.0	14706	—
Duplicate Code Detector	1	100.0	395280	✅ true
ESLint Monster	1	100.0	7168	—
Daily AWF Spec Compiler Surfacing Review	1	100.0	61731	✅ true
Daily BYOK Ollama Test	1	0.0	0	✅ true
Daily Reliability Review	1	100.0	28949	✅ true

View Historical Trend

30-day trend of regular vs. detection run volume, with the detection success-rate band. Both regular and detection run volumes have climbed sharply over the past week; detection success rate has stayed in the 85–95% band.

Recommendations

1. Enable detection on the 4 flagged report workflows. Add gh-aw-detection: true to the frontmatter of Static Analysis Report, Deep Report, Daily Security Observability Report, and Daily Regulatory Report Generator. Their names signal monitoring/analysis intent, which is exactly the case detection is meant to cover. If any is intentionally exempt, document a repository-level opt-out (as done for Daily Agentic Workflow AIC Usage Audit) so it stops being re-flagged.
2. No urgent reliability concern. Detection-enabled runs match regular runs on success rate (95.8% vs 96.8%), so detection is not degrading reliability. The 4 detection failures were spread across otherwise-healthy workflows.
3. Token budgeting. Detection adds ~24% average token overhead; keep this in mind when enabling it on high-frequency workflows.

Note on window: the logs fetch reached its download limit before completing the full crawl, so 286 fully-downloaded runs were analyzed; rule 1's ">3 runs in 7 days" was evaluated against this 24h window as a proxy (no candidate exceeded 3 detection-off runs regardless).

References:

• §30046542321
• §30024591734
• §29999749168

Generated by 🔎 Detection Analysis Report · age00 · 237.9 AIC · ⌖ 37.6 AIC · ⊞ 6.9K · ◷

• expires on Jul 26, 2026, 3:46 PM UTC-08:00

[github-actions[bot]]

This discussion has been marked as outdated by Detection Analysis Report.

A newer discussion is available at Discussion #47873.