# Enable Continuous Learning for Session Insights

Long AI sessions can lose useful decisions and patterns. This skill turns on automatic insight capture into a local knowledge base.

## Install

```bash
npx skillstore add 0xrdan/learn-on
```

## Metadata

- Status: approved
- Slug: 0xrdan-learn-on
- Skillstore revision: r1
- Version status: missing
- Tree hash: ed2a0e30385e01a6023459eabb4f3b27cf2aff46105a237c11c8045bcaf7bf5f
- Author: 0xrdan
- GitHub username: 0xrdan
- License: MIT
- Repository: https://github.com/0xrdan/claude-router/tree/main/.claude-plugin/skills/learn-on
- Ref: e9e4712298ed071d92417a41714be123eb8364fa
- Supported tools: Claude, Codex, Claude Code
- Audit status: complete
- Agent install advisory: allowed
- Manual install advisory: allowed
- Artifact signature: available
- Audit attestation: unavailable
- Human verification: not\_verified
- Risk factors: external\_commands
- Quality score: 77
- Quality tier: bronze
- Public page: https://skillstore.pages.dev/skills/0xrdan-learn-on
- Manifest: https://skillstore.pages.dev/api/skills/0xrdan-learn-on/manifest

## Capabilities

- Guides the assistant to read knowledge/state.json before changing learning state.
- Sets learning\_mode to true and stores the current activation timestamp.
- Resets the query counter used for automatic extraction thresholds.
- Documents automatic extraction after 10 queries or 30 minutes of activity.
- Shows users where extracted patterns, quirks, and decisions will be saved.

## Use Cases

- Capture Long Debugging Sessions: Enable automatic learning while investigating repeated bugs and implementation decisions.
- Maintain Project Working Memory: Record patterns and preferences during extended collaboration with an AI assistant.
- Build Workflow Notes: Keep operational quirks and decisions available for future sessions.

## Prompt Templates

### Turn On Learning

```
Enable continuous learning for this session and confirm when it is active.
```

### Start Capture Before Work

```
Turn on continuous learning before we start this debugging session. Track useful patterns and decisions for later review.
```

### Prepare for Extended Collaboration

```
Enable continuous learning and reset the query counter. Confirm the extraction thresholds and destination files.
```

### Coordinate Learning Workflow

```
Enable continuous learning, verify the state file update, and explain how manual extraction and disabling should be handled.
```

## Limitations

- Requires a router or workflow that reads knowledge/state.json.
- Does not extract insights by itself when the router is absent.
- Learning mode is documented as session scoped and resets on new sessions.
- Depends on related commands for manual extraction, status, and disabling.

## Best Practices

- Enable the skill before long sessions where decisions may accumulate.
- Review saved learning files after important milestones.
- Use manual extraction when a major insight should be captured immediately.

## Anti Patterns

- Do not expect learning capture without the router state workflow.
- Do not leave learning mode on when session notes should stay temporary.
- Do not use this as a replacement for deliberate documentation reviews.

## Security Audit

- Audited at: 2026-07-04T14:06:44.801\+00:00
- Summary: All eight static findings are false positives caused by Markdown code formatting and slash-command references in SKILL.md. No prompt injection, data exfiltration intent, or executable command behavior was found in the reviewed file.

## Stats

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- Downloads: 32
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