# Autonomous Learning Backlog

> Prioritize missing evidence and follow-up experiments from database advisor feedback.

- Skill: `rweisssieker-xp/autonomous-learning-backlog` (Agent Skill)
- Install (CLI): `npx skillmds@latest add rweisssieker-xp/autonomous-learning-backlog`
- Raw SKILL.md: https://api.skillmd.com/api/skills/rweisssieker-xp/autonomous-learning-backlog/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Product & Planning
- Author: rweisssieker-xp (https://skillmd.com/u/rweisssieker-xp)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/rweisssieker-xp/autonomous-learning-backlog

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# autonomous_learning_backlog

Use this skill to convert advisor feedback, incidents, and outcomes into prioritized AI learning tasks.

Governance:
- Analysis-only backlog generation.
- Do not mutate models, policies, or production systems.
- Prioritize rollback evidence, confidence calibration, incident patterns, and prompt safety.

Output contract:
- `usp: "autonomous_learning_backlog"`
- `executionMode: "analysis_only"`
- `learningBacklog`
- `evidence`, `confidence`, `source: "analysis"`