feat(dashboard): per-agent decompose-to-action ratio + prs_merged/rows_filed in metrics.json (Aaron 2026-05-26 per-agent health visibility)#5115
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AceHack merged 1 commit intoMay 26, 2026
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… + rows_filed_24h (Aaron 2026-05-26 — "per agent so we can see helath like per trajectory")
Aaron 2026-05-26 substrate-engineering concern:
> 'we need to make sure that decopose is happening an on going
> backlog log or else infinate backlog is just infnate debt'
> 'the decompose to action is what i want background to show
> with stats over time on the github page we have for plant
> metrics that and also prs, i want that per agent so we can
> see helath like per trajectory'
Extends tools/dashboard/generate-metrics.ts to surface per-agent
PR-shipping rate + decompose-to-action ratio in demo/metrics.json
(consumed by the Zeta Factory Dashboard at
lucent-financial-group.github.io/Zeta/demo/index.html).
Three new per-agent fields:
prs_merged_24h — PRs this agent merged in 24h window
rows_filed_24h — PRs whose title matches `backlog(B-NNNN`
(row-filing-only PRs, NOT action-on-rows)
decompose_to_action_ratio — (prs_merged - rows_filed) / max(rows_filed, 1)
→ impl-PRs per row-filing-PR
→ >=1 = strong action-on-rows discipline
→ <1 = filing rows faster than shipping
them = debt-accumulation signal
Attribution via branch-prefix lookup (BRANCH_PREFIX_TO_AGENT) per
.claude/rules/agent-roster-reference-card.md lane discipline:
otto-cli/ + otto-desktop/ + otto-vscode/ + otto/ → Otto;
alexa-kiro/ + alexa/ → Alexa; riven-cursor/ + riven/ → Riven;
vera-codex/ + vera/ → Vera; lior-antigravity/ + lior-gemini/ +
lior/ → Lior. PRs from non-prefixed branches attribute to 'Unknown'
bucket (operator-auditable as missing-attribution surface).
EMPIRICAL validation 2026-05-26 (live run):
Otto: 57 PRs / 30 row-filing → ratio = 0.9 (nearly 1:1; debt signal!)
Lior: 6 PRs / 0 row-filing → ratio = 6 (all action)
Others: 0/0/0 (quiet 24h window)
Otto ratio 0.9 EMPIRICALLY VALIDATES Aaron's concern — this
session filed 6 substantive rows (B-0791..B-0794, B-0796, B-0797)
+ shipped 4 implementation PRs (#5103 iter-5.1+5.2, #5107 iter-5.2.1,
#5113 iter-5.2.2, #5110 draft) — ratio < 1. The metric now exposes
the pattern continuously.
Dashboard HTML render of these new fields is follow-on substrate
(small UI work). The data layer is the load-bearing first step;
operator + Mika can read demo/metrics.json directly until UI lands.
Substrate-honest note: the dashboard generation itself happens on
the autonomous-loop cron tick (per B-0414); per-agent stats will
update on every tick going forward. Time-series tracking (today's
metric vs 7d-ago, 30d-ago) is separate substrate (would need to
preserve historical metrics.json snapshots; deferred to follow-on
iteration).
Composes with .claude/rules/agent-roster-reference-card.md
(branch-prefix attribution), .claude/rules/holding-without-named-
dependency-is-standing-by-failure.md (decompose-to-action discipline),
B-0797 (autonomous-loop sometimes-task; same substrate-engineering
direction).
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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AceHack
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Aaron 2026-05-26: per-agent decompose-to-action visibility for the plant-metrics dashboard. New per-agent fields in demo/metrics.json: prs_merged_24h, rows_filed_24h, decompose_to_action_ratio. EMPIRICAL: Otto ratio = 0.9 (filing ~as fast as shipping; confirms Aaron's debt concern). Composes with B-0797. Dashboard HTML render = follow-on.