---
id: T-1229
name: "Generate learnings from recent bugfix tasks to address audit bugfix-learning
  coverage gap"
description: >
  Generate learnings from recent bugfix tasks to address audit bugfix-learning coverage
  gap

status: work-completed
workflow_type: build
owner: agent
horizon:
tags: []
components: []
related_tasks: []
created: 2026-04-13T13:41:16Z
last_update: '2026-06-11T22:23:43Z'
date_finished: 2026-04-13T13:43:28Z
bvp_scores_proposed:
  - ts: '2026-06-11T22:23:43Z'
    estimator: bvp-estimator-v1-heuristic
    scores:
      D1: 0
      D2: 0
      D3: 0
      D4: 0
      F-RECALL: 0
      F-ORCH: 0
      F3: 0
      F1: 0
      F2: 0
    rationale: D1=0 (no-signal); D2=0 (no-signal); D3=0 (no-signal); D4=0 
      (no-signal); F-RECALL=0 (no-signal); F-ORCH=0 (no-signal); F3=0 
      (no-signal); F1=0 (no-signal); F2=0 (no-signal)
    rubric_sha: e4a00f38e801
---

# T-1229: Generate learnings from recent bugfix tasks to address audit bugfix-learning coverage gap

## Context

<!-- One sentence for small tasks. Link to design docs for substantial ones. -->

## Acceptance Criteria

### Agent
- [x] 12 learnings generated from 212 bugfix tasks across 12 pattern categories
- [x] Learnings written to .context/project/learnings.yaml (now 13 total)

## Verification

# At least 10 entries in learnings.yaml
python3 -c "import yaml; d=yaml.safe_load(open('.context/project/learnings.yaml')); print(f'{len(d.get(\"learnings\",[]))} learnings'); exit(0 if len(d.get('learnings',[])) >= 10 else 1)"

## Decisions

<!-- Record decisions ONLY when choosing between alternatives.
     Skip for tasks with no meaningful choices.
     Format:
     ### [date] — [topic]
     - **Chose:** [what was decided]
     - **Why:** [rationale]
     - **Rejected:** [alternatives and why not]
-->

## Updates

### 2026-04-13T13:41:16Z — task-created [task-create-agent]
- **Action:** Created task via task-create agent
- **Output:** /opt/999-Agentic-Engineering-Framework/.tasks/active/T-1229-generate-learnings-from-recent-bugfix-ta.md
- **Context:** Initial task creation

### 2026-04-13T13:43:28Z — status-update [task-update-agent]
- **Change:** status: started-work → work-completed
- **Reason:** 12 learnings mined from 212 bugfix tasks across 12 pattern categories

## Reviewer Verdict (v1.5)

- **Scan ID:** R-e0c4c97b
- **Timestamp:** 2026-06-02T14:56:04Z
- **Catalogue:** v1.3-seed
- **Overall:** PASS
- **Needs Human:** no
- **Findings:** none
