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fix/518
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fix/547-ph
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eb41220ae4 |
@@ -4,96 +4,58 @@ Phase 1 is the manual-clicker stage of the fleet. The machines exist. The servic
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## Phase Definition
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- **Current state:** Fleet is operational. Three VPS wizards run. Gitea hosts 16 repos. Agents burn through issues nightly.
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- **The problem:** Everything important still depends on human vigilance. When an agent dies at 2 AM, nobody notices until morning.
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- **Resources tracked:** Uptime, Capacity Utilization.
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- **Next phase:** [PHASE-2] Automation - Self-Healing Infrastructure
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- Current state: fleet exists, agents run, everything important still depends on human vigilance.
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- Resources tracked here: Capacity, Uptime.
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- Next phase: [PHASE-2] Automation - Self-Healing Infrastructure
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## What We Have
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## Current Buildings
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### Infrastructure
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- **VPS hosts:** Ezra (143.198.27.163), Allegro, Bezalel (167.99.126.228)
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- **Local Mac:** M4 Max, orchestration hub, 50+ tmux panes
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- **RunPod GPU:** L40S 48GB, intermittent (Cloudflare tunnel expired)
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### Services
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- **Gitea:** forge.alexanderwhitestone.com -- 16 repos, 500+ open issues, branch protection enabled
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- **Ollama:** 6 models loaded (~37GB), local inference
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- **Hermes:** Agent orchestration, cron system (90+ jobs, 6 workers)
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- **Evennia:** The Tower MUD world, federation capable
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### Agents
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- **Timmy:** Local harness, primary orchestrator
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- **Bezalel, Ezra, Allegro:** VPS workers dispatched via Gitea issues
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- **Code Claw, Gemini:** Specialized workers
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- VPS hosts: Ezra, Allegro, Bezalel
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- Agents: Timmy harness, Code Claw heartbeat, Gemini AI Studio worker
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- Gitea forge
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- Evennia worlds
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## Current Resource Snapshot
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| Resource | Value | Target | Status |
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|----------|-------|--------|--------|
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| Fleet operational | Yes | Yes | MET |
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| Uptime (30d average) | ~78% | >= 95% | NOT MET |
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| Days at 95%+ uptime | 0 | 30 | NOT MET |
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| Capacity utilization | ~35% | > 60% | NOT MET |
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- Fleet operational: yes
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- Uptime baseline: 0.0%
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- Days at or above 95% uptime: 0
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- Capacity utilization: 0.0%
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**Phase 2 trigger: NOT READY**
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## Next Phase Trigger
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## What's Still Manual
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To unlock [PHASE-2] Automation - Self-Healing Infrastructure, the fleet must hold both of these conditions at once:
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- Uptime >= 95% for 30 consecutive days
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- Capacity utilization > 60%
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- Current trigger state: NOT READY
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Every one of these is a "click" that a human must make:
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## Missing Requirements
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1. **Restart dead agents** -- SSH into VPS, check process, restart hermes
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2. **Health checks** -- SSH to each VPS, verify disk/memory/services
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3. **Dead pane recovery** -- tmux pane dies, nobody notices, work stops
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4. **Provider failover** -- Nous API goes down, agents stop, human reconfigures
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5. **PR triage** -- 80% auto-merge, but 20% need human review
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6. **Backlog management** -- 500+ issues, burn loops help but need supervision
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7. **Nightly retro** -- manually run and push results
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8. **Config drift** -- agent runs on wrong model, human discovers later
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## The Gap to Phase 2
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To unlock Phase 2 (Automation), we need:
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| Requirement | Current | Gap |
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|-------------|---------|-----|
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| 30 days at 95% uptime | 0 days | Need deadman switch, auto-respawn, provider failover |
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| Capacity > 60% | ~35% | Need more agents doing work, less idle time |
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### What closes the gap
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1. **Deadman switch in cron** (fleet-ops#168) -- detect dead agents within 5 minutes
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2. **Auto-respawn** (fleet-ops#173) -- restart dead tmux panes automatically
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3. **Provider failover** -- switch to fallback model/provider when primary fails
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4. **Heartbeat monitoring** -- read heartbeat files and alert on staleness
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## How to Run the Phase Report
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```bash
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# Render with default (zero) snapshot
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python3 scripts/fleet_phase_status.py
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# Render with real snapshot
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python3 scripts/fleet_phase_status.py --snapshot configs/phase-1-snapshot.json
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# Output as JSON
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python3 scripts/fleet_phase_status.py --snapshot configs/phase-1-snapshot.json --json
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# Write to file
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python3 scripts/fleet_phase_status.py --snapshot configs/phase-1-snapshot.json --output docs/FLEET_PHASE_1_SURVIVAL.md
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```
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- Uptime 0.0% / 95.0%
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- Days at or above 95% uptime: 0/30
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- Capacity utilization 0.0% / >60.0%
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## Manual Clicker Interpretation
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Paperclips analogy: Phase 1 = Manual clicker. You ARE the automation.
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Every restart, every SSH, every check is a manual click.
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The goal of Phase 1 is not to automate. It's to **name what needs automating**. Every manual click documented here is a Phase 2 ticket.
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## Manual Clicks Still Required
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- Restart agents and services by hand when a node goes dark.
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- SSH into machines to verify health, disk, and memory.
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- Check Gitea, relay, and world services manually before and after changes.
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- Act as the scheduler when automation is missing or only partially wired.
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## Repo Signals Already Present
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- `scripts/fleet_health_probe.sh` — Automated health probe exists and can supply the uptime baseline for the next phase.
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- `scripts/fleet_milestones.py` — Milestone tracker exists, so survival achievements can be narrated and logged.
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- `scripts/auto_restart_agent.sh` — Auto-restart tooling already exists as phase-2 groundwork.
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- `scripts/backup_pipeline.sh` — Backup pipeline scaffold exists for post-survival automation work.
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- `infrastructure/timmy-bridge/reports/generate_report.py` — Bridge reporting exists and can summarize heartbeat-driven uptime.
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## Notes
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- Fleet is operational but fragile -- most recovery is manual
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- Overnight burns work ~70% of the time; 30% need morning rescue
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- The deadman switch exists but is not in cron
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- Heartbeat files exist but no automated monitoring reads them
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- Provider failover is manual -- Nous goes down = agents stop
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- The fleet is alive, but the human is still the control loop.
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- Phase 1 is about naming reality plainly so later automation has a baseline to beat.
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@@ -10,6 +10,7 @@ BACKUP_LOG_DIR="${BACKUP_LOG_DIR:-${BACKUP_ROOT}/logs}"
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BACKUP_RETENTION_DAYS="${BACKUP_RETENTION_DAYS:-14}"
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BACKUP_S3_URI="${BACKUP_S3_URI:-}"
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BACKUP_NAS_TARGET="${BACKUP_NAS_TARGET:-}"
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OFFSITE_TARGET="${OFFSITE_TARGET:-}"
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AWS_ENDPOINT_URL="${AWS_ENDPOINT_URL:-}"
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BACKUP_NAME="hermes-backup-${DATESTAMP}"
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LOCAL_BACKUP_DIR="${BACKUP_ROOT}/${DATESTAMP}"
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@@ -31,6 +32,16 @@ fail() {
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exit 1
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}
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send_telegram() {
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local message="$1"
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if [[ -n "${TELEGRAM_BOT_TOKEN:-}" && -n "${TELEGRAM_CHAT_ID:-}" ]]; then
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curl -s -X POST "https://api.telegram.org/bot${TELEGRAM_BOT_TOKEN}/sendMessage" \
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-d "chat_id=${TELEGRAM_CHAT_ID}" \
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-d "text=${message}" \
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-d "parse_mode=HTML" > /dev/null || true
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fi
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}
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cleanup() {
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rm -f "$PLAINTEXT_ARCHIVE"
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rm -rf "$STAGE_DIR"
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@@ -118,6 +129,17 @@ upload_to_nas() {
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log "Uploaded backup to NAS target: $target_dir"
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}
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upload_to_offsite() {
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local archive_path="$1"
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local manifest_path="$2"
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local target_root="$3"
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local target_dir="${target_root%/}/${DATESTAMP}"
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mkdir -p "$target_dir"
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rsync -az --delete "$archive_path" "$manifest_path" "$target_dir/"
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log "Uploaded backup to offsite target: $target_dir"
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}
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upload_to_s3() {
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local archive_path="$1"
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local manifest_path="$2"
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@@ -161,10 +183,16 @@ if [[ -n "$BACKUP_NAS_TARGET" ]]; then
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upload_to_nas "$ENCRYPTED_ARCHIVE" "$MANIFEST_PATH" "$BACKUP_NAS_TARGET"
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fi
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if [[ -n "$OFFSITE_TARGET" ]]; then
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upload_to_offsite "$ENCRYPTED_ARCHIVE" "$MANIFEST_PATH" "$OFFSITE_TARGET"
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fi
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if [[ -n "$BACKUP_S3_URI" ]]; then
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upload_to_s3 "$ENCRYPTED_ARCHIVE" "$MANIFEST_PATH"
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fi
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find "$BACKUP_ROOT" -mindepth 1 -maxdepth 1 -type d -name '20*' -mtime "+${BACKUP_RETENTION_DAYS}" -exec rm -rf {} + 2>/dev/null || true
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find "$BACKUP_ROOT" -mindepth 1 -maxdepth 1 -type d -mtime +7 -exec rm -rf {} + 2>/dev/null || true
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log "Retention applied (${BACKUP_RETENTION_DAYS} days)"
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log "Backup pipeline completed successfully"
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send_telegram "✅ Daily backup completed: ${DATESTAMP}"
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@@ -1,313 +0,0 @@
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#!/usr/bin/env python3
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"""
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Cross-agent quality audit — #518
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Fetches all PRs across Timmy_Foundation repos, classifies by agent,
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and produces a merge-rate scorecard.
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Usage:
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python scripts/cross_agent_quality_audit.py
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python scripts/cross_agent_quality_audit.py --scorecard timmy-config/agent-quality-scorecard.md
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"""
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import argparse
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import json
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import os
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import re
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import sys
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from collections import defaultdict
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from datetime import datetime, timezone
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from pathlib import Path
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from typing import Any, Dict, List, Optional
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import requests
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GITEA_BASE = "https://forge.alexanderwhitestone.com/api/v1"
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ORG = "Timmy_Foundation"
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TOKEN = os.environ.get("GITEA_TOKEN") or (
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Path.home() / ".config" / "gitea" / "token"
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).read_text().strip()
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HEADERS = {"Authorization": f"token {TOKEN}"}
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# Repos to audit (active code repos)
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DEFAULT_REPOS = [
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"timmy-home",
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"hermes-agent",
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"the-nexus",
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"the-door",
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"fleet-ops",
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"burn-fleet",
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"the-playground",
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"compounding-intelligence",
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"the-beacon",
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"second-son-of-timmy",
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"timmy-academy",
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"timmy-config",
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]
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class AgentClassifier:
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"""Classify PRs by agent identity."""
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# PR title prefixes that explicitly name an agent
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AGENT_TITLE_RE = re.compile(
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r"^\[(?P<agent>Claude|Ezra|Allegro|Bezalel|Timmy|Gemini|Kimi|Manus|Codex)\]",
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re.IGNORECASE,
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)
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# Branch patterns that embed agent names
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AGENT_BRANCH_RE = re.compile(
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r"(?P<agent>claude|ezra|allegro|bezalel|timmy|gemini|kimi|manus|codex)",
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re.IGNORECASE,
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)
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@classmethod
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def classify(cls, pr: Dict[str, Any]) -> str:
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title = pr.get("title", "")
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branch = pr.get("head", {}).get("ref", "")
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user = pr.get("user", {}).get("login", "")
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# 1. Explicit title tag like [Claude] or [Ezra]
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m = cls.AGENT_TITLE_RE.match(title)
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if m:
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return m.group("agent").lower()
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# 2. Branch contains agent name (e.g. claude/issue-123)
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m = cls.AGENT_BRANCH_RE.search(branch)
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if m:
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return m.group("agent").lower()
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# 3. Git user mapping
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if user.lower() == "claude":
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return "claude"
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if user.lower() == "rockachopa":
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# Rockachopa is the human / orchestrator — map to "burn-loop"
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return "burn-loop"
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return "unknown"
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def fetch_prs(repo: str, state: str = "all", per_page: int = 50) -> List[Dict[str, Any]]:
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"""Paginate through all PRs for a repo."""
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prs: List[Dict[str, Any]] = []
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page = 1
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while True:
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url = f"{GITEA_BASE}/repos/{ORG}/{repo}/pulls?state={state}&limit={per_page}&page={page}"
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resp = requests.get(url, headers=HEADERS, timeout=30)
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resp.raise_for_status()
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batch = resp.json()
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if not batch:
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break
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prs.extend(batch)
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if len(batch) < per_page:
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break
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page += 1
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return prs
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def parse_datetime(dt_str: Optional[str]) -> Optional[datetime]:
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if not dt_str:
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return None
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try:
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return datetime.fromisoformat(dt_str.replace("Z", "+00:00"))
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except ValueError:
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return None
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def hours_between(start: Optional[str], end: Optional[str]) -> Optional[float]:
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s = parse_datetime(start)
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e = parse_datetime(end)
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if s and e:
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return (e - s).total_seconds() / 3600
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return None
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def audit_repos(repos: List[str]) -> Dict[str, Any]:
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"""Run the audit and return aggregated stats."""
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agent_stats: Dict[str, Dict[str, Any]] = defaultdict(
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lambda: {
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"total": 0,
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"merged": 0,
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"closed_unmerged": 0,
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"open": 0,
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"hours_to_merge": [],
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"hours_to_close": [],
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"repos": set(),
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"prs": [],
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}
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)
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repo_stats: Dict[str, Dict[str, Any]] = {}
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for repo in repos:
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print(f"Fetching PRs for {repo} ...", file=sys.stderr)
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try:
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prs = fetch_prs(repo)
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except requests.HTTPError as exc:
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print(f" SKIP {repo}: {exc}", file=sys.stderr)
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continue
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repo_merged = 0
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repo_total = len(prs)
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for pr in prs:
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agent = AgentClassifier.classify(pr)
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s = agent_stats[agent]
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s["total"] += 1
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s["repos"].add(repo)
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s["prs"].append(
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{
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"repo": repo,
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"number": pr["number"],
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"title": pr["title"],
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"state": pr["state"],
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"merged": pr.get("merged", False),
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"created_at": pr.get("created_at"),
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"merged_at": pr.get("merged_at"),
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"closed_at": pr.get("closed_at"),
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}
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)
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if pr.get("merged"):
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s["merged"] += 1
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repo_merged += 1
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h = hours_between(pr.get("created_at"), pr.get("merged_at"))
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if h is not None:
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s["hours_to_merge"].append(h)
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elif pr["state"] == "closed":
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s["closed_unmerged"] += 1
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h = hours_between(pr.get("created_at"), pr.get("closed_at"))
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if h is not None:
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s["hours_to_close"].append(h)
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else:
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s["open"] += 1
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repo_stats[repo] = {
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"total": repo_total,
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"merged": repo_merged,
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"merge_rate": round(repo_merged / repo_total, 2) if repo_total else 0,
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}
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# Compute derived metrics
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summary = {}
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for agent, s in sorted(agent_stats.items(), key=lambda x: -x[1]["total"]):
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total = s["total"]
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merged = s["merged"]
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closed = s["closed_unmerged"]
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resolved = merged + closed
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merge_rate = round(merged / resolved, 3) if resolved else 0
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avg_merge_hours = (
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round(sum(s["hours_to_merge"]) / len(s["hours_to_merge"]), 1)
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if s["hours_to_merge"]
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else None
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)
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avg_close_hours = (
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round(sum(s["hours_to_close"]) / len(s["hours_to_close"]), 1)
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if s["hours_to_close"]
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else None
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)
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summary[agent] = {
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"total_prs": total,
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"merged": merged,
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"closed_unmerged": closed,
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"open": s["open"],
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"merge_rate": merge_rate,
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"rejection_rate": round(closed / resolved, 3) if resolved else 0,
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"avg_hours_to_merge": avg_merge_hours,
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"avg_hours_to_close": avg_close_hours,
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"repos": sorted(s["repos"]),
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}
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return {
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"audited_at": datetime.now(timezone.utc).isoformat(),
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"repos_audited": repos,
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"repo_stats": repo_stats,
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"agent_summary": summary,
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"raw_prs": {a: s["prs"] for a, s in agent_stats.items()},
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}
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def render_scorecard(data: Dict[str, Any]) -> str:
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"""Render a markdown scorecard."""
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lines = [
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"# Cross-Agent Quality Scorecard",
|
||||
"",
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f"**Audited at:** {data['audited_at']}",
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f"**Repos audited:** {', '.join(data['repos_audited'])}",
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"",
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"## Per-Agent Summary",
|
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"",
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||||
"| Agent | Total PRs | Merged | Closed (unmerged) | Open | Merge Rate | Rejection Rate | Avg Hours to Merge | Avg Hours to Close |",
|
||||
"|---|---|---:|---:|---:|---:|---:|---:|---:|",
|
||||
]
|
||||
|
||||
for agent, s in data["agent_summary"].items():
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||||
merge_hours = f"{s['avg_hours_to_merge']:.1f}" if s["avg_hours_to_merge"] is not None else "—"
|
||||
close_hours = f"{s['avg_hours_to_close']:.1f}" if s["avg_hours_to_close"] is not None else "—"
|
||||
lines.append(
|
||||
f"| {agent} | {s['total_prs']} | {s['merged']} | {s['closed_unmerged']} | "
|
||||
f"{s['open']} | {s['merge_rate']:.1%} | {s['rejection_rate']:.1%} | "
|
||||
f"{merge_hours} | {close_hours} |"
|
||||
)
|
||||
|
||||
lines.extend([
|
||||
"",
|
||||
"## Per-Repo Merge Rate",
|
||||
"",
|
||||
"| Repo | Total PRs | Merged | Merge Rate |",
|
||||
"|---|---|---:|---:|",
|
||||
])
|
||||
|
||||
for repo, s in sorted(data["repo_stats"].items(), key=lambda x: -x[1]["total"]):
|
||||
lines.append(
|
||||
f"| {repo} | {s['total']} | {s['merged']} | {s['merge_rate']:.1%} |"
|
||||
)
|
||||
|
||||
lines.extend([
|
||||
"",
|
||||
"## Methodology",
|
||||
"",
|
||||
"- **Agent classification** uses three signals in priority order:",
|
||||
" 1. Explicit title tag (e.g. `[Claude]`, `[Ezra]`)",
|
||||
" 2. Branch name containing agent name (e.g. `claude/issue-123`)",
|
||||
" 3. Git user (`claude` → claude, `Rockachopa` → burn-loop)",
|
||||
"- **Merge rate** = merged / (merged + closed_unmerged). Open PRs are excluded.",
|
||||
"- **Rejection rate** = closed_unmerged / (merged + closed_unmerged).",
|
||||
"- **Time metrics** are computed from created_at to merged_at / closed_at.",
|
||||
"",
|
||||
"## Raw Data",
|
||||
"",
|
||||
"```json",
|
||||
json.dumps(data["agent_summary"], indent=2),
|
||||
"```",
|
||||
"",
|
||||
])
|
||||
|
||||
return "\n".join(lines) + "\n"
|
||||
|
||||
|
||||
def main() -> int:
|
||||
parser = argparse.ArgumentParser(description="Cross-agent quality audit")
|
||||
parser.add_argument("--repos", nargs="+", default=DEFAULT_REPOS, help="Repos to audit")
|
||||
parser.add_argument("--scorecard", default="timmy-config/agent-quality-scorecard.md", help="Output path")
|
||||
parser.add_argument("--json", default=None, help="Also write raw JSON to path")
|
||||
args = parser.parse_args()
|
||||
|
||||
data = audit_repos(args.repos)
|
||||
|
||||
scorecard_path = Path(args.scorecard)
|
||||
scorecard_path.parent.mkdir(parents=True, exist_ok=True)
|
||||
scorecard_path.write_text(render_scorecard(data))
|
||||
print(f"Scorecard written to {scorecard_path}", file=sys.stderr)
|
||||
|
||||
if args.json:
|
||||
json_path = Path(args.json)
|
||||
json_path.parent.mkdir(parents=True, exist_ok=True)
|
||||
json_path.write_text(json.dumps(data, indent=2, default=str))
|
||||
print(f"Raw JSON written to {json_path}", file=sys.stderr)
|
||||
|
||||
return 0
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
raise SystemExit(main())
|
||||
@@ -1,45 +0,0 @@
|
||||
"""Tests for cross_agent_quality_audit.py — #518."""
|
||||
|
||||
import pytest
|
||||
import sys
|
||||
from pathlib import Path
|
||||
|
||||
sys.path.insert(0, str(Path(__file__).parent.parent / "scripts"))
|
||||
|
||||
from cross_agent_quality_audit import AgentClassifier, hours_between
|
||||
|
||||
|
||||
class TestAgentClassifier:
|
||||
def test_title_tag_claude(self):
|
||||
pr = {"title": "[Claude] fix auth middleware", "head": {"ref": "fix/123"}, "user": {"login": "rockachopa"}}
|
||||
assert AgentClassifier.classify(pr) == "claude"
|
||||
|
||||
def test_title_tag_ezra(self):
|
||||
pr = {"title": "[Ezra] tmux fleet launcher", "head": {"ref": "burn/10"}, "user": {"login": "rockachopa"}}
|
||||
assert AgentClassifier.classify(pr) == "ezra"
|
||||
|
||||
def test_branch_name_claude(self):
|
||||
pr = {"title": "fix auth", "head": {"ref": "claude/issue-1695"}, "user": {"login": "rockachopa"}}
|
||||
assert AgentClassifier.classify(pr) == "claude"
|
||||
|
||||
def test_user_mapping(self):
|
||||
pr = {"title": "some fix", "head": {"ref": "fix/1"}, "user": {"login": "claude"}}
|
||||
assert AgentClassifier.classify(pr) == "claude"
|
||||
|
||||
def test_rockachopa_maps_to_burn_loop(self):
|
||||
pr = {"title": "some fix", "head": {"ref": "fix/1"}, "user": {"login": "Rockachopa"}}
|
||||
assert AgentClassifier.classify(pr) == "burn-loop"
|
||||
|
||||
def test_unknown_fallback(self):
|
||||
pr = {"title": "some fix", "head": {"ref": "fix/1"}, "user": {"login": "random"}}
|
||||
assert AgentClassifier.classify(pr) == "unknown"
|
||||
|
||||
|
||||
class TestHoursBetween:
|
||||
def test_same_day(self):
|
||||
h = hours_between("2026-04-22T10:00:00Z", "2026-04-22T12:00:00Z")
|
||||
assert h == 2.0
|
||||
|
||||
def test_none_returns_none(self):
|
||||
assert hours_between(None, "2026-04-22T12:00:00Z") is None
|
||||
assert hours_between("2026-04-22T10:00:00Z", None) is None
|
||||
@@ -1,244 +0,0 @@
|
||||
# Cross-Agent Quality Scorecard
|
||||
|
||||
**Audited at:** 2026-04-22T06:17:43.574309+00:00
|
||||
**Repos audited:** timmy-home, hermes-agent, the-nexus, the-door, fleet-ops, burn-fleet, the-playground, compounding-intelligence, the-beacon, second-son-of-timmy, timmy-academy, timmy-config
|
||||
|
||||
## Per-Agent Summary
|
||||
|
||||
| Agent | Total PRs | Merged | Closed (unmerged) | Open | Merge Rate | Rejection Rate | Avg Hours to Merge | Avg Hours to Close |
|
||||
|---|---|---:|---:|---:|---:|---:|---:|---:|
|
||||
| burn-loop | 1733 | 346 | 1239 | 148 | 21.8% | 78.2% | 18.9 | 20.6 |
|
||||
| unknown | 843 | 598 | 214 | 31 | 73.6% | 26.4% | 2.3 | 11.3 |
|
||||
| claude | 264 | 138 | 121 | 5 | 53.3% | 46.7% | 3.3 | 6.2 |
|
||||
| gemini | 95 | 24 | 70 | 1 | 25.5% | 74.5% | 0.5 | 11.3 |
|
||||
| timmy | 28 | 15 | 11 | 2 | 57.7% | 42.3% | 9.8 | 20.2 |
|
||||
| bezalel | 21 | 11 | 9 | 1 | 55.0% | 45.0% | 2.7 | 8.0 |
|
||||
| allegro | 21 | 7 | 11 | 3 | 38.9% | 61.1% | 31.1 | 20.2 |
|
||||
| ezra | 8 | 2 | 3 | 3 | 40.0% | 60.0% | 4.4 | 16.8 |
|
||||
| kimi | 6 | 3 | 3 | 0 | 50.0% | 50.0% | 39.5 | 0.5 |
|
||||
| manus | 6 | 5 | 1 | 0 | 83.3% | 16.7% | 0.0 | 18.8 |
|
||||
| codex | 2 | 2 | 0 | 0 | 100.0% | 0.0% | 2.3 | — |
|
||||
|
||||
## Per-Repo Merge Rate
|
||||
|
||||
| Repo | Total PRs | Merged | Merge Rate |
|
||||
|---|---|---:|---:|
|
||||
| the-nexus | 985 | 501 | 51.0% |
|
||||
| hermes-agent | 519 | 128 | 25.0% |
|
||||
| timmy-config | 404 | 140 | 35.0% |
|
||||
| timmy-home | 270 | 104 | 39.0% |
|
||||
| fleet-ops | 266 | 84 | 32.0% |
|
||||
| the-beacon | 175 | 62 | 35.0% |
|
||||
| the-door | 153 | 31 | 20.0% |
|
||||
| second-son-of-timmy | 111 | 82 | 74.0% |
|
||||
| compounding-intelligence | 50 | 9 | 18.0% |
|
||||
| the-playground | 44 | 2 | 5.0% |
|
||||
| burn-fleet | 38 | 2 | 5.0% |
|
||||
| timmy-academy | 12 | 6 | 50.0% |
|
||||
|
||||
## Methodology
|
||||
|
||||
- **Agent classification** uses three signals in priority order:
|
||||
1. Explicit title tag (e.g. `[Claude]`, `[Ezra]`)
|
||||
2. Branch name containing agent name (e.g. `claude/issue-123`)
|
||||
3. Git user (`claude` → claude, `Rockachopa` → burn-loop)
|
||||
- **Merge rate** = merged / (merged + closed_unmerged). Open PRs are excluded.
|
||||
- **Rejection rate** = closed_unmerged / (merged + closed_unmerged).
|
||||
- **Time metrics** are computed from created_at to merged_at / closed_at.
|
||||
|
||||
## Raw Data
|
||||
|
||||
```json
|
||||
{
|
||||
"burn-loop": {
|
||||
"total_prs": 1733,
|
||||
"merged": 346,
|
||||
"closed_unmerged": 1239,
|
||||
"open": 148,
|
||||
"merge_rate": 0.218,
|
||||
"rejection_rate": 0.782,
|
||||
"avg_hours_to_merge": 18.9,
|
||||
"avg_hours_to_close": 20.6,
|
||||
"repos": [
|
||||
"burn-fleet",
|
||||
"compounding-intelligence",
|
||||
"fleet-ops",
|
||||
"hermes-agent",
|
||||
"second-son-of-timmy",
|
||||
"the-beacon",
|
||||
"the-door",
|
||||
"the-nexus",
|
||||
"the-playground",
|
||||
"timmy-academy",
|
||||
"timmy-config",
|
||||
"timmy-home"
|
||||
]
|
||||
},
|
||||
"unknown": {
|
||||
"total_prs": 843,
|
||||
"merged": 598,
|
||||
"closed_unmerged": 214,
|
||||
"open": 31,
|
||||
"merge_rate": 0.736,
|
||||
"rejection_rate": 0.264,
|
||||
"avg_hours_to_merge": 2.3,
|
||||
"avg_hours_to_close": 11.3,
|
||||
"repos": [
|
||||
"fleet-ops",
|
||||
"hermes-agent",
|
||||
"second-son-of-timmy",
|
||||
"the-beacon",
|
||||
"the-door",
|
||||
"the-nexus",
|
||||
"timmy-academy",
|
||||
"timmy-config",
|
||||
"timmy-home"
|
||||
]
|
||||
},
|
||||
"claude": {
|
||||
"total_prs": 264,
|
||||
"merged": 138,
|
||||
"closed_unmerged": 121,
|
||||
"open": 5,
|
||||
"merge_rate": 0.533,
|
||||
"rejection_rate": 0.467,
|
||||
"avg_hours_to_merge": 3.3,
|
||||
"avg_hours_to_close": 6.2,
|
||||
"repos": [
|
||||
"hermes-agent",
|
||||
"the-nexus",
|
||||
"timmy-config",
|
||||
"timmy-home"
|
||||
]
|
||||
},
|
||||
"gemini": {
|
||||
"total_prs": 95,
|
||||
"merged": 24,
|
||||
"closed_unmerged": 70,
|
||||
"open": 1,
|
||||
"merge_rate": 0.255,
|
||||
"rejection_rate": 0.745,
|
||||
"avg_hours_to_merge": 0.5,
|
||||
"avg_hours_to_close": 11.3,
|
||||
"repos": [
|
||||
"hermes-agent",
|
||||
"the-nexus",
|
||||
"timmy-config",
|
||||
"timmy-home"
|
||||
]
|
||||
},
|
||||
"timmy": {
|
||||
"total_prs": 28,
|
||||
"merged": 15,
|
||||
"closed_unmerged": 11,
|
||||
"open": 2,
|
||||
"merge_rate": 0.577,
|
||||
"rejection_rate": 0.423,
|
||||
"avg_hours_to_merge": 9.8,
|
||||
"avg_hours_to_close": 20.2,
|
||||
"repos": [
|
||||
"burn-fleet",
|
||||
"hermes-agent",
|
||||
"the-nexus",
|
||||
"timmy-config",
|
||||
"timmy-home"
|
||||
]
|
||||
},
|
||||
"bezalel": {
|
||||
"total_prs": 21,
|
||||
"merged": 11,
|
||||
"closed_unmerged": 9,
|
||||
"open": 1,
|
||||
"merge_rate": 0.55,
|
||||
"rejection_rate": 0.45,
|
||||
"avg_hours_to_merge": 2.7,
|
||||
"avg_hours_to_close": 8.0,
|
||||
"repos": [
|
||||
"burn-fleet",
|
||||
"hermes-agent",
|
||||
"the-beacon",
|
||||
"the-nexus",
|
||||
"timmy-config",
|
||||
"timmy-home"
|
||||
]
|
||||
},
|
||||
"allegro": {
|
||||
"total_prs": 21,
|
||||
"merged": 7,
|
||||
"closed_unmerged": 11,
|
||||
"open": 3,
|
||||
"merge_rate": 0.389,
|
||||
"rejection_rate": 0.611,
|
||||
"avg_hours_to_merge": 31.1,
|
||||
"avg_hours_to_close": 20.2,
|
||||
"repos": [
|
||||
"burn-fleet",
|
||||
"hermes-agent",
|
||||
"the-beacon",
|
||||
"the-nexus",
|
||||
"timmy-config",
|
||||
"timmy-home"
|
||||
]
|
||||
},
|
||||
"ezra": {
|
||||
"total_prs": 8,
|
||||
"merged": 2,
|
||||
"closed_unmerged": 3,
|
||||
"open": 3,
|
||||
"merge_rate": 0.4,
|
||||
"rejection_rate": 0.6,
|
||||
"avg_hours_to_merge": 4.4,
|
||||
"avg_hours_to_close": 16.8,
|
||||
"repos": [
|
||||
"burn-fleet",
|
||||
"fleet-ops",
|
||||
"timmy-config",
|
||||
"timmy-home"
|
||||
]
|
||||
},
|
||||
"kimi": {
|
||||
"total_prs": 6,
|
||||
"merged": 3,
|
||||
"closed_unmerged": 3,
|
||||
"open": 0,
|
||||
"merge_rate": 0.5,
|
||||
"rejection_rate": 0.5,
|
||||
"avg_hours_to_merge": 39.5,
|
||||
"avg_hours_to_close": 0.5,
|
||||
"repos": [
|
||||
"hermes-agent",
|
||||
"the-nexus",
|
||||
"timmy-home"
|
||||
]
|
||||
},
|
||||
"manus": {
|
||||
"total_prs": 6,
|
||||
"merged": 5,
|
||||
"closed_unmerged": 1,
|
||||
"open": 0,
|
||||
"merge_rate": 0.833,
|
||||
"rejection_rate": 0.167,
|
||||
"avg_hours_to_merge": 0.0,
|
||||
"avg_hours_to_close": 18.8,
|
||||
"repos": [
|
||||
"the-nexus",
|
||||
"timmy-config"
|
||||
]
|
||||
},
|
||||
"codex": {
|
||||
"total_prs": 2,
|
||||
"merged": 2,
|
||||
"closed_unmerged": 0,
|
||||
"open": 0,
|
||||
"merge_rate": 1.0,
|
||||
"rejection_rate": 0.0,
|
||||
"avg_hours_to_merge": 2.3,
|
||||
"avg_hours_to_close": null,
|
||||
"repos": [
|
||||
"timmy-config",
|
||||
"timmy-home"
|
||||
]
|
||||
}
|
||||
}
|
||||
```
|
||||
|
||||
Reference in New Issue
Block a user