save-learning

Featured

Saves user instructions as persistent learnings for future sessions. Use when the user says 'remember this', 'always do X', 'from now on', 'never do Y', or gives any instruction they want persisted across sessions. Proactively suggest when the user states a preference, convention, or rule they clearly want followed in the future.

AI & Automation 1,223 stars 116 forks Updated yesterday MIT

Install

View on GitHub

Quality Score: 93/100

Stars 20%
100
Recency 20%
100
Frontmatter 20%
70
Documentation 15%
100
Issue Health 10%
50
License 10%
100
Description 5%
100

Skill Content

# Save Learning Save a user's instruction or preference as a persistent learning that will be applied in all future sessions on this project. ## Instructions 1. Detect when the user gives an instruction to remember, such as: - "remember this", "save this", "always do X", "never do Y" - "from now on", "going forward", "in this project we..." - Any stated convention, preference, or rule 2. Refine the instruction into a clean, actionable learning bullet with an appropriate type prefix: - `**[convention]**` — coding style, workflow, git conventions - `**[pattern]**` — reusable code patterns - `**[anti-pattern]**` — things to avoid - `**[preference]**` — personal/team preferences - `**[context]**` — project-specific context 3. Show the refined learning to the user and ask for confirmation 4. If confirmed, run: ```bash caliber learn add "<refined learning>" ``` For personal preferences (not project-level), add `--personal`: ```bash caliber learn add --personal "<refined learning>" ``` 5. Stage the learnings file for the next commit: ```bash git add CALIBER_LEARNINGS.md ``` ## Examples User: "when developing features, push to next branch not master, remember it" -> Refine: `**[convention]** Push feature commits to the \`next\` branch, not \`master\`` -> "I'll save this as a project learning: **[convention]** Push feature commits to the \`next\` branch, not \`master\` Save for future sessions?" -> If yes: run `cali...

Details

Author
caliber-ai-org
Repository
caliber-ai-org/ai-setup
Created
4 months ago
Last Updated
yesterday
Language
TypeScript
License
MIT

Integrates with

Similar Skills

Semantically similar based on skill content — not just same category