Learn from project design decisions

ss-learn turns a specific human-approved correction into a generalized candidate rule. It does not train a model, scrape a repository, or upload telemetry. The CLI is local-only. An optional plugin MCP bridge can expose one exact package to its connected client/model only after a separate one-time human grant.

Read references/privacy-contract.md before using this skill.

When not to use

• The user did not explicitly ask to capture or share a lesson.
• The change was accepted only by the agent, not a person.
• The lesson cannot be expressed without client/product identity, source code, a screenshot, proprietary tokens, or user content.
• A score or visual pass was not actually measured. Record it as null or not-run; never infer.
• The observation belongs only to one project's taste. Keep it in STYLESEED.md instead.

1. Initialize local learning