Workflow Health — 2026-08-04
Executive read: Overall acceptance rate is strong at 90% across 17 runs. However, 13 items remain pending, primarily from review workflows with missing URL tracking and AI Moderator awaiting retention windows. Matt Pocock Skills Reviewer leads with 8 items (6 pending). PR Code Quality Reviewer has 100% waste (1 review dismissed).
Legend:
- Status: 🟩 accepted · 🟥 rejected · 🟨 pending · ⬜ unknown
- Lifecycle health: 🟢 resolving · 🟡 in flight · 🟠 aging · 🔴 stuck · ⚪ underdefined
- References: one per status emoji, in same order; emoji only if no trackable URL
🔴 Action Items
-
High-volume review workflows: Matt Pocock Skills Reviewer (8 items, 0% acceptance) has 6 pending items with missing URLs — review prompt to ensure comment URLs are captured.
-
URL tracking failures: Matt Pocock Skills Reviewer, PR Code Quality Reviewer, and Daily Reliability Review have pending items with no url field. This prevents acceptance tracking. Debug the safe-output tool calls to ensure URLs are being captured.
-
Stuck pending reviews: 6 items from Matt Pocock Skills Reviewer pending 3510s (58 minutes). These need either human review or automated timeout.
-
AI Moderator retention window: 3 add_labels items awaiting retention window checks (2661–3398s). Once window elapses, outcomes should resolve.
-
Quality signal: Zero zero-touch items (0%) indicates human follow-up required on all accepted items. This is expected for code reviews but review workflows should track URL artifacts.
-
Evidence quality: No fallback-only evaluations — all outcomes have designated evaluators. Signal quality is good.
Detailed metrics, evidence quality, workflow counts, and trends
Outcome Scorecard — 2026-08-04
| Metric |
Value |
Status |
| Acceptance rate |
90% |
🟢 >80% |
| Zero-touch rate |
0% |
🔴 <25% |
| Waste rate |
3.5% |
🟢 <10% |
| Median time to resolution |
1h |
— |
| Accepted |
9 / 29 |
— |
| — strong evidence |
5 |
merged, approved |
| — medium evidence |
4 |
engaged, acted on |
| — weak evidence |
0 |
— |
| Rejected |
1 |
dismissed |
| Ignored |
3 |
no engagement |
| Pending |
13 |
awaiting resolution |
| Runs checked |
17 |
— |
Per-Workflow Breakdown
| Workflow |
Accepted |
Rejected |
Ignored |
Pending |
Unknown |
Acceptance |
Waste |
| PR Code Quality Reviewer |
0 |
1 |
0 |
1 |
0 |
0% |
50% |
| Matt Pocock Skills Reviewer |
0 |
0 |
0 |
6 |
2 |
— |
0% |
| AI Moderator |
0 |
0 |
0 |
3 |
0 |
— |
0% |
| PR Sous Chef |
2 |
0 |
0 |
2 |
1 |
100% |
0% |
| Daily Reliability Review |
0 |
0 |
0 |
1 |
0 |
— |
0% |
| Daily Observability Report for AWF Firewall and MCP Gateway |
0 |
0 |
1 |
0 |
0 |
— |
0% |
| Daily Sentrux Report |
0 |
0 |
1 |
0 |
0 |
— |
0% |
| Design Decision Gate 🏗️ |
2 |
0 |
0 |
0 |
0 |
100% |
0% |
| Detection Analysis Report |
0 |
0 |
1 |
0 |
0 |
— |
0% |
| Impeccable Skills Reviewer |
2 |
0 |
0 |
0 |
0 |
100% |
0% |
| Test Quality Sentinel |
3 |
0 |
0 |
0 |
0 |
100% |
0% |
Evidence Quality
All 9 accepted items were evaluated with designated evidence types: 5 strong (merged/approved), 4 medium (acted upon). No fallback-only evaluations recorded. Signal quality is good.
📊 Measured by Outcome Collector · haiku45 · 18.6 AIC · ⌖ 4.57 AIC · ⊞ 7.4K
Workflow Health — 2026-08-04
Executive read: Overall acceptance rate is strong at 90% across 17 runs. However, 13 items remain pending, primarily from review workflows with missing URL tracking and AI Moderator awaiting retention windows. Matt Pocock Skills Reviewer leads with 8 items (6 pending). PR Code Quality Reviewer has 100% waste (1 review dismissed).
Legend:
🔴 Action Items
High-volume review workflows: Matt Pocock Skills Reviewer (8 items, 0% acceptance) has 6 pending items with missing URLs — review prompt to ensure comment URLs are captured.
URL tracking failures: Matt Pocock Skills Reviewer, PR Code Quality Reviewer, and Daily Reliability Review have pending items with no
urlfield. This prevents acceptance tracking. Debug the safe-output tool calls to ensure URLs are being captured.Stuck pending reviews: 6 items from Matt Pocock Skills Reviewer pending 3510s (58 minutes). These need either human review or automated timeout.
AI Moderator retention window: 3 add_labels items awaiting retention window checks (2661–3398s). Once window elapses, outcomes should resolve.
Quality signal: Zero zero-touch items (0%) indicates human follow-up required on all accepted items. This is expected for code reviews but review workflows should track URL artifacts.
Evidence quality: No fallback-only evaluations — all outcomes have designated evaluators. Signal quality is good.
Detailed metrics, evidence quality, workflow counts, and trends
Outcome Scorecard — 2026-08-04
Per-Workflow Breakdown
Evidence Quality
All 9 accepted items were evaluated with designated evidence types: 5 strong (merged/approved), 4 medium (acted upon). No fallback-only evaluations recorded. Signal quality is good.