[detection-analysis] Detection Analysis Report — 2026-08-23

[github-actions[bot]]

Summary

• Window evaluated: last 24 full hours (UTC), 2026-08-22T23:25Z → 2026-08-23T23:25Z
• Total runs analyzed: 358
• Detection-enabled runs: 321 (89.7%)
• Regular runs: 37 (10.3%)
• Misconfigured workflows found: 1

Warning

1 workflow was found with a detection misconfiguration in this window.

Comparison Chart

Metric	Regular Runs	Detection Runs
Run count	37	321
Success rate	81.1%	91.3%
Failure count	7	28
Avg tokens/run	28,075	34,056

Misconfigured Workflows

Workflow	Misconfiguration Type	Run Count (24h)	Recommended Fix
GitHub MCP Remote Server Tools Report Generator	Name suggests audit/monitor role but detection disabled	1	Add gh-aw-detection: true since this workflow's purpose (report generation) benefits from detection. See §32639758549.

No other misconfigurations detected: no workflow alternated detection status within the window, no detection job itself failed, and no high-frequency workflow (>3 runs/7d) had detection disabled outside the documented opt-out (Daily Agentic Workflow AIC Usage Audit, source-managed from githubnext/agentic-ops).

View All Run Metrics

Per-workflow breakdown for the 24h window (workflow, detection enabled, run count, success rate, avg tokens):

Workflow	Detection	Runs	Success Rate	Avg Tokens
AI Moderator	Yes	1	0.0%	0
Agent Performance Analyzer - Meta-Orchestrator	Yes	1	100.0%	47,924
Agent Persona Explorer	Yes	1	100.0%	38,372
Agentic Workflow Audit Agent	Yes	1	100.0%	54,077
Archivx — Animated Workflow Visualizer	Yes	1	100.0%	27,749
Artifacts Usage Report	Yes	1	0.0%	0
Auto-Triage Issues	Yes	7	100.0%	14,082
Avenger	Yes	1	0.0%	38,739
Bot Detection	No	1	100.0%	7,431
CLI Version Checker	Yes	1	100.0%	188,566
Claude Code User Documentation Review	Yes	1	100.0%	51,289
Code Scanning Fixer	Yes	3	0.0%	9,550
Constraint Solving — Problem of the Day	Yes	1	100.0%	7,419
Contribution Check	Yes	5	100.0%	24,133
Copilot Agent PR Analysis	Yes	1	100.0%	27,038
Copilot Agent Prompt Clustering Analysis	Yes	1	100.0%	43,441
Copilot PR Prompt Pattern Analysis	Yes	1	0.0%	0
Copilot Session Insights	Yes	1	100.0%	53,295
Daily A/B Testing Advisor	Yes	1	100.0%	78,410
Daily AWF Spec Compiler Surfacing Review	Yes	1	100.0%	0
Daily Ambient Context Optimizer	Yes	1	100.0%	25,317
Daily Assign Issue To User	Yes	1	100.0%	4,792
Daily CLI Performance Agent	Yes	1	100.0%	26,033
Daily Cache Strategy Analyzer	Yes	1	0.0%	0
Daily Caveman Optimizer	Yes	1	100.0%	24,458
Daily Cli Tools Tester	Yes	1	100.0%	15,808
Daily Code Debt Cleanup — Aider	Yes	1	100.0%	4,896
Daily Code Metrics and Trend Tracking Agent	Yes	1	100.0%	28,128
Daily Container Image Security Scan	Yes	1	0.0%	37,249
Daily Credit Limit Test	Yes	1	100.0%	0
Daily Documentation Diagram	No	1	0.0%	10,819
Daily Documentation Updater	Yes	1	100.0%	0
Daily Evals Feature Report	Yes	1	0.0%	0
Daily Formal Spec Verifier	Yes	1	100.0%	40,320
Daily GitHub Docs SEO Optimizer	No	1	100.0%	45,573
Daily Go Function Namer	Yes	1	100.0%	26,615
Daily Go Test Parallelizer	Yes	8	75.0%	426,159
Daily Go Test Stubs — Aider	Yes	1	100.0%	6,807
Daily Graft Intelligence	Yes	1	100.0%	7,765
Daily Harness Experiment Proposer	Yes	1	0.0%	0
Daily Issues Report Generator	Yes	1	100.0%	21,797
Daily Malicious Code Scan Agent	Yes	1	100.0%	12,516
Daily Max Ai Credits Test	Yes	1	0.0%	4,594
Daily PR Code Quality Review	Yes	1	100.0%	10,927
Daily Project Performance Summary Generator (Using MCP Scripts)	Yes	1	100.0%	661,330
Daily Regulatory Report Generator	Yes	1	100.0%	42,258
Daily Rendering Scripts Verifier	Yes	1	100.0%	82,982
Daily SPDD Spec Planner	Yes	1	100.0%	12,635
Daily Safe Output Integrator	Yes	1	100.0%	16,225
Daily Safe Output Tool Optimizer	Yes	1	100.0%	31,708
Daily Safe Outputs Conformance Checker	Yes	1	100.0%	28,148
Daily Schema Consistency Audit	Yes	1	100.0%	5,976
Daily Secrets Analysis Agent	No	1	100.0%	12,078
Daily Security Observability Report	Yes	1	100.0%	27,381
Daily Spec Coverage Review	Yes	1	100.0%	7,970
Daily Spending Forecast	Yes	1	100.0%	19,377
Daily Sub-Agent Model Resolution Audit	Yes	1	100.0%	45,476
Daily Syntax Error Quality Check	Yes	1	0.0%	0
Daily Team Evolution Insights	Yes	1	0.0%	14,598
Daily Testify Uber Super Expert	Yes	1	100.0%	9,892
Daily VulnHunter Scan	Yes	1	100.0%	28,993
Daily Windows Terminal Integration Builder	Yes	1	100.0%	9,573
Daily Workflow Updater	Yes	1	100.0%	8,176
Dead Code Removal Agent	No	1	0.0%	0
Deep Report	Yes	3	100.0%	59,151
Delight	Yes	1	100.0%	20,021
Design Decision Gate 🏗️	Yes	22	81.8%	12,811
Dev	No	1	0.0%	0
Dictation Prompt Generator	No	1	100.0%	10,602
Draft PR Cleanup	No	1	100.0%	7,764
Duplicate Code Detector	Yes	1	0.0%	0
ESLint Miner	No	1	100.0%	47,935
ESLint Monster	Yes	1	100.0%	9,151
ESLint Refiner	No	1	100.0%	115,333
GitHub API Consumption Report Agent	Yes	1	100.0%	57,996
GitHub MCP Remote Server Tools Report Generator	No	1	100.0%	47,365
GitHub Remote MCP Authentication Test	Yes	1	100.0%	20,729
Impeccable Skills Reviewer	Yes	24	95.8%	6,902
Instructions Janitor	No	1	100.0%	32,641
Issue Arborist	No	3	33.3%	100,698
Issue Monster	Yes	11	100.0%	34,699
Linter Miner	No	1	0.0%	25,779
Lockfile Statistics Analysis Agent	No	1	100.0%	23,977
Matt Pocock Skills Reviewer	Yes	24	95.8%	10,643
Multi-Device Docs Tester	Yes	1	100.0%	25,992
PR Code Quality Reviewer	Yes	24	95.8%	29,549
PR Description Updater	Yes	11	100.0%	8,480
PR Sous Chef	Yes	64	100.0%	28,104
PR Triage Agent	No	3	100.0%	18,267
Package Specification Enforcer	No	1	100.0%	58,243
Package Specification Extractor	No	1	100.0%	11,360
Package Specification Librarian	No	1	100.0%	31,243
Ponytail Reviewer	Yes	24	95.8%	34,512
PureLock	No	1	100.0%	30,820
Q	Yes	1	100.0%	20,579
Schema Consistency Checker	No	1	100.0%	0
Smoke Codex	No	1	0.0%	0
Smoke Copilot	No	3	100.0%	17,374
Smoke Copilot Sub Agents	No	1	100.0%	17,424
Squad Game Planner	No	1	100.0%	8,813
Static Analysis Report	Yes	1	100.0%	41,355
Sub-Issue Closer	No	1	100.0%	6,272
Team Status	No	1	100.0%	16,814
Terminal Stylist	No	1	100.0%	10,113
Test Quality Sentinel	Yes	23	91.3%	8,802
The Great Escapi	No	1	100.0%	22,112
Tidy	No	1	100.0%	13,309
Workflow Normalizer	No	1	100.0%	15,932
[aw] Failure Investigator (6h)	Yes	3	66.7%	40,299
arXiv Paper Researcher: GitHub Agentic Workflows	Yes	1	100.0%	20,773
daily-experiment-report	Yes	1	100.0%	36,443

View Historical Trend

This is the first recorded data point for detection trending (appended to /tmp/gh-aw/cache-memory/trending/detection/history.jsonl). No trend chart yet — one will be generated automatically once a second day's metrics are available.

Recommendations

• Add gh-aw-detection: true to GitHub MCP Remote Server Tools Report Generator — its name and purpose (reporting) fit the detection-worthy category, and it currently has no features block at all (not merely false).
• Detection-enabled runs show a higher average token cost (34,056 vs 28,075) alongside a higher success rate (91.3% vs 81.1%) — worth monitoring whether the token overhead scales linearly with future adoption of the feature across more workflows.
• Continue tracking day-over-day via the trending cache; a second data point next run will unlock the historical trend chart.

References:

• §32639758549 — GitHub MCP Remote Server Tools Report Generator (misconfigured example)
• §32618377316 — Daily Go Test Parallelizer (detection-enabled, representative high-token run)

Generated by 🔎 Detection Analysis Report · agent · 80.4 AIC · ⌖ 11.7 AIC · ⊞ 9.1K · ◷

• expires on Aug 26, 2026, 3:29 PM UTC-08:00

[pelikhan]

/q update the detection and reporting to reflect that gh-aw detection is now the default detection engine. It is enabled by default, so enabling the feature is no longer required.

[github-actions[bot]]

🔧 Pay attention, 007! Q is preparing your gadgets for this discussion comment...

[github-actions[bot]]

Smoke test: discussion interaction check ✅ — automated Copilot smoke test acknowledging latest discussion.

Warning

Firewall blocked 6 domains

The following domains were blocked by the firewall during workflow execution:

• accounts.google.com
• android.clients.google.com
• clients2.google.com
• contentautofill.googleapis.com
• www.google.com
• www.gstatic.com

To allow these domains, add them to the network.allowed list in your workflow frontmatter:

network:
  allowed:
    - defaults
    - "accounts.google.com"
    - "android.clients.google.com"
    - "clients2.google.com"
    - "contentautofill.googleapis.com"
    - "www.google.com"
    - "www.gstatic.com"

See Network Configuration for more information.

📰 BREAKING: Report filed by Smoke Copilot · copilot · auto · 40.7 AIC · ⌖ 2.33 AIC · ⊞ 9.1K · ◷
_{Comment /smoke-copilot to run again
Add label smoke to run again}

[github-actions[bot]]

Smoke test 32681934112: discussion interaction passed ✅

Warning

Firewall blocked 6 domains

The following domains were blocked by the firewall during workflow execution:

• accounts.google.com
• android.clients.google.com
• clients2.google.com
• contentautofill.googleapis.com
• www.google.com
• www.gstatic.com

To allow these domains, add them to the network.allowed list in your workflow frontmatter:

network:
  allowed:
    - defaults
    - "accounts.google.com"
    - "android.clients.google.com"
    - "clients2.google.com"
    - "contentautofill.googleapis.com"
    - "www.google.com"
    - "www.gstatic.com"

See Network Configuration for more information.

📰 BREAKING: Report filed by Smoke Copilot - AOAI (apikey) · copilot · o40mini · 48 AIC · ⌖ 2.91 AIC · ⊞ 19.5K · ◷
_{Comment /smoke-copilot-aoai-apikey to run again
Add label smoke to run again}