feat: Priority Rebalancer — re-score issues from pipeline data (#174) #189

Rockachopa · 2026-04-15T14:52:53Z

Rockachopa commented

2026-04-15 14:52:53 +00:00

What

Monthly pipeline tool that re-evaluates issue priorities based on accumulated fleet data.

How it works

Collects signals from pipeline outputs:
- Knowledge store: staleness, coverage gaps, missing facts
- Metrics: pipeline health
- Staleness checker output
Scores every open issue across the org using:
- Pipeline signal alignment (does the issue address an active gap?)
- Age + activity (dormant vs discussed)
- Assignment status
- Keyword/label analysis (security, bug, blocker, etc.)
Outputs:
- metrics/priority_report.json — full analysis
- metrics/priority_suggestions.md — human-readable suggestions
- Optional --apply to push changes via Gitea API with explanatory comments

Usage

# Analyze all repos
python3 scripts/priority_rebalancer.py --org Timmy_Foundation

# Single repo
python3 scripts/priority_rebalancer.py --org Timmy_Foundation --repo compounding-intelligence

# Dry run (show what would change)
python3 scripts/priority_rebalancer.py --org Timmy_Foundation --dry-run

# Apply changes
python3 scripts/priority_rebalancer.py --org Timmy_Foundation --apply

# JSON output
python3 scripts/priority_rebalancer.py --org Timmy_Foundation --json

Tests

23 tests, all passing. Covers: priority extraction, issue scoring, signal collection, report generation.

Closes #174

## What Monthly pipeline tool that re-evaluates issue priorities based on accumulated fleet data. ## How it works 1. **Collects signals** from pipeline outputs: - Knowledge store: staleness, coverage gaps, missing facts - Metrics: pipeline health - Staleness checker output 2. **Scores every open issue** across the org using: - Pipeline signal alignment (does the issue address an active gap?) - Age + activity (dormant vs discussed) - Assignment status - Keyword/label analysis (security, bug, blocker, etc.) 3. **Outputs**: - `metrics/priority_report.json` — full analysis - `metrics/priority_suggestions.md` — human-readable suggestions - Optional `--apply` to push changes via Gitea API with explanatory comments ## Usage ```bash # Analyze all repos python3 scripts/priority_rebalancer.py --org Timmy_Foundation # Single repo python3 scripts/priority_rebalancer.py --org Timmy_Foundation --repo compounding-intelligence # Dry run (show what would change) python3 scripts/priority_rebalancer.py --org Timmy_Foundation --dry-run # Apply changes python3 scripts/priority_rebalancer.py --org Timmy_Foundation --apply # JSON output python3 scripts/priority_rebalancer.py --org Timmy_Foundation --json ``` ## Tests 23 tests, all passing. Covers: priority extraction, issue scoring, signal collection, report generation. Closes #174

Rockachopa added 1 commit 2026-04-15 14:52:54 +00:00

feat: Priority Rebalancer — re-score issues from pipeline data (#174 ) 341abab2a0

Monthly pipeline tool that:
- Reads knowledge store, metrics, and staleness data
- Scores all open issues across the org
- Suggests priority upgrades/downgrades based on accumulated signals
- Generates JSON + markdown reports
- Optional --apply mode to push changes via Gitea API

Signals detected:
- Stale/missing knowledge entries
- Empty knowledge store
- Missing metrics output
- Low repo coverage
- Issue age, activity, assignment status
- Keyword/label analysis

Usage:
  python3 scripts/priority_rebalancer.py --org Timmy_Foundation
  python3 scripts/priority_rebalancer.py --org Timmy_Foundation --apply
  python3 scripts/priority_rebalancer.py --org Timmy_Foundation --json

23 tests, all passing.

Timmy approved these changes 2026-04-15 16:33:13 +00:00

Timmy left a comment

LGTM. Priority rebalancer is well-designed with clear data models (IssueScore, PipelineSignal), Gitea API client, and multi-signal scoring. Supports dry-run and --apply modes. The scoring system combining issue age, comment activity, dependencies, and pipeline signals is reasonable. Approved.