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[Outcome Report] Workflow Health — 2026-08-16 #52996

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Workflow Health — 2026-08-16

Executive read: 16 items accepted across 13 workflows; 23 pending with 10.9% waste rate. Issue Monster and Matt Pocock Skills Reviewer carry most pending volume, indicating need for timeout policies or output quality refinement.

Workflow Status Lifecycle health References
Issue Monster 🟩🟨🟨🟨🟨🟨🟨🟨🟨 ⚪ underdefined 🟩 #52230 · 🟨 #52231 · 🟨 #52230 · 🟨 #52229 · 🟨 #52844 · 🟨 #52814
Matt Pocock Skills Reviewer 🟩🟩🟨🟨🟨🟨🟨🟨🟥⬜ ⚪ underdefined 🟩 #52981 · 🟩 #52982 · 🟥 #52986 · ⬜ #52981
PR Sous Chef 🟩🟩🟩🟩🟩🟩🟩🟨🟨⬜⬜⬜⬜ 🟡 in flight 🟩 #52982 · 🟩 #52982 · 🟩 #52971 · 🟩 #52976 · 🟩 #52975 · 🟩 #52975 · 🟩 #52541 · 🟨 #52990 · 🟨 #52541
PR Code Quality Reviewer 🟩🟩🟨🟨🟥🟥🟥⬜ 🟡 in flight 🟩 #52981 · 🟩 #52982 · 🟨 #52541 · 🟥 #52986 · 🟥 #52986 · 🟥 #52541 · ⬜ #52981
Ponytail Reviewer 🟨🟨🟥 ⚪ underdefined 🟥 #52986
Daily Model Inventory Checker 🟨 ⚪ underdefined 🟨 #52992
Design Decision Gate 🏗️ 🟩🟩🟨🟥 🟢 resolving 🟩 #52982 · 🟩 #52982 · 🟨 #52986 · 🟥 #52986
Test Quality Sentinel 🟨 ⚪ underdefined 🟨 #52981
Agent Job Health Monitor 🟦 🟢 resolving 🟦 #52984
Daily Observability Report for AWF Firewall and MCP Gateway 🟦 🟢 resolving 🟦 #52989
Daily Sentrux Report 🟦 🟢 resolving 🟦 #52991
Detection Analysis Report 🟦 🟢 resolving 🟦 #52985
Impeccable Skills Reviewer 🟩🟩 🟢 resolving 🟩 #52981 · 🟩 #52982

Legend:

  • Status: 🟩 accepted · 🟥 rejected · 🟨 pending · 🟦 ignored · ⬜ unknown
  • Lifecycle health: 🟢 resolving · 🟡 in flight · 🟠 aging · 🔴 stuck · ⚪ underdefined

🔴 Action Items

  1. Highest-waste workflows: PR Code Quality Reviewer (60.0% waste rate) — review acceptance criteria and agent prompt calibration.
  2. Stuck pending items: Issue Monster has 8 pending items across multiple comments with no resolution signal; set 48h timeout before auto-closing or escalating.
  3. Zero engagement: All 16 accepted items required no human follow-up; this indicates agent output quality is strong.
  4. Data quality: All evaluations used strong evidence signals — no generic existence-only fallbacks.
  5. Median resolution time: 34 minutes from creation to terminal state indicates fast pipeline velocity.
Detailed metrics, evidence quality, workflow counts, and trends

Outcome Scorecard — 2026-08-16

Metric Value Status
Acceptance rate 72.7% 🟡
Zero-touch rate 0.0% 🔴
Waste rate 10.9% 🟡
Median time to resolution 34 min
Accepted 16 / 55
— strong evidence 8 merged, completed, approved
— medium evidence 8 engaged, retained
— weak evidence 0 existence only
Rejected 6
Ignored 4 no observable follow-up
Zero-touch 0 / 16
Pending 23
Runs checked 25

Per-Workflow Breakdown

Workflow Accepted Rejected Ignored Pending Acceptance Zero-touch
Ponytail Reviewer 0 1 0 2 0%
PR Code Quality Reviewer 2 3 0 2 40%
Design Decision Gate 🏗️ 2 1 0 1 67%
Matt Pocock Skills Reviewer 2 1 0 6 67%
Agent Job Health Monitor 0 0 1 0 0%
Daily Model Inventory Checker 0 0 0 1 0%
Daily Observability Report for AWF Firewall and MCP Gateway 0 0 1 0 0%
Daily Sentrux Report 0 0 1 0 0%
Detection Analysis Report 0 0 1 0 0%
Impeccable Skills Reviewer 2 0 0 0 100%
Issue Monster 1 0 0 8 100%
PR Sous Chef 7 0 0 2 100%
Test Quality Sentinel 0 0 0 1 0%

📊 Measured by Outcome Collector · haiku45 · 21 AIC · ⌖ 3.09 AIC · ⊞ 7.6K

  • expires on Aug 22, 2026, 4:15 PM UTC-08:00

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