lisa-learn
This skill should be used when analyzing a downstream project's git diff after Lisa was applied to identify improvements that should be upstreamed back to Lisa templates. It validates the environment, captures the diff, correlates changes with the manifest, categorizes each change, and offers to upstream improvements.
npx skills add majiayu000/claude-skill-registry --skill lisa-learn --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Lisa Learn Analyze the git diff in a downstream project after Lisa was applied. Identify improvements the project had that Lisa overwrote, potential breakage, safe overrides, and neutral changes. Offer to upstream improvements back to Lisa templates. This completes a feedback loop: `/lisa-integration-test` applies and verifies, `/lisa-learn` analyzes the transition for upstream opportunities, and `/lisa-review-project` compares static drift. ## Prerequisites This skill must be run FROM the Lisa repository directory. The target project must have Lisa applied and have uncommitted changes from a recent Lisa run. ## Instructions ### Step 1: Validate Environment 1. Confirm running from Lisa by checking for `src/core/lisa.ts`. - If not in Lisa, error with: ``` This command must be run FROM the Lisa repository. Current directory does not contain src/core/lisa.ts. Usage: /lisa-learn /path/to/target-project ``` 2. Extract project path from `$ARGUMENTS`. If not provided, ask the user: ``` Which project would you like to analyze? Path: [user provides path] ``` 3. Validate the project path: - Check the path exists and is a directory - Check `.lisa-manifest` exists in the project root - If mi
- Prerequisites
- Instructions
- Step 1: Validate Environment
- Step 2: Read Manifest and Detect Types
- Step 3: Capture Git Diff
- Step 4: Correlate Diff with Manifest
- Step 5: Analyze Each Changed File
- Step 6: Breakage Detection (Optional)
- Step 7: Generate Report
- Step 8: Offer to Upstream
- Step 9: Handle Breakage
- Important Notes
git -C <project-path> show HEAD:<relativePath>
What does the lisa-learn skill do?
This skill should be used when analyzing a downstream project's git diff after Lisa was applied to identify improvements that should be upstreamed back to Lisa templates. It validates the environment, captures the diff, correlates changes with the manifest, categorizes each change, and offers to upstream improvements.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill lisa-learn --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.