bridge-learnlisted
Install: claude install-skill bks-lab/open-bridge
# Bridge Learn — Review Surface for Improvement Proposals
`/bridge-learn` is the **Layer-3 edge** of the Bridge Learning-Loop architecture
(see `work/_learning/README.md`). It consumes proposals written by
`task-close-postmortem` (Phase 1) or `/bridge-audit` recurring findings
(Phase 3) and walks the user through accept/reject decisions.
**Never auto-apply.** Every accepted proposal is materialized through a git
commit on `user/<name>`, audit-trail.md records it, `git revert` is always
the rollback path.
## When to use
| Trigger | Mode |
|---|---|
| User says `/bridge-learn` / "review proposals" / "learn review" | **Interactive** — full walk-through |
| /briefing skill invokes (Fridays, when pending ≥ threshold) | **Summary** — count + 1-line list, no walk |
| User says `/bridge-learn list` | **List-only** — no actions, just an overview |
| User says `/bridge-learn trends` | **Trends** — recurring + sleeping skills, no proposals |
| User says `/bridge-learn <proposal-id>` | **Single** — go directly to that proposal |
## Inputs
- `work/_learning/proposals/*.md` — all pending proposals
- `work/_learning/audit-trail.md` — lifecycle log (for statistics)
- `work/_learning/audit-history/` — Phase 3, for trends section
- `bridge-config.yaml.learning` — thresholds (auto_surface_threshold etc.)
- (Optional) `work/_learning/skill-usage.jsonl` — Phase 4, for "sleeping skills"
## Interactive walk-through
### Header
```
═══ Bridge Learning Review — 2026-05-13 ═══
📋 Pending Prop