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Self-learning system that captures corrections, discovers workflow patterns, and syncs learnings to skills and rules. Use when ending a session, after corrections, or when the user wants to formalize learnings (v1.1.3).

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SKILL.md

name: reflect-yourself description: Self-learning system that captures corrections, discovers workflow patterns, and syncs learnings to skills and rules. Use when ending a session, after corrections, or when the user wants to formalize learnings (v1.1.3).

reflect-yourself

A self-learning system for Cursor that captures corrections and syncs them to the right place.

Workflow

When invoked:

  1. Analyze session (and optionally ask clarifying questions if scope is unclear)
  2. Present learnings for review (summary-first, then cards; see command file)
  3. Capture action via the Cursor agent tool Ask questions (message-question) when possible — offer Apply all / Apply selected / Skip all / Partial / Other; see Cursor docs → Agent overview → Tools
  4. Apply only after explicit user approval (via Q&A or typed reply)

Inputs

Input Default Description
Scope Current conversation "this session" / "also queue" / "discover skills"
Mode Full review "quick" (apply high-confidence only) / "full"

Commands

When the user invokes these commands, read the corresponding file in commands/:

Command File
/reflect-yourself commands/reflect-yourself.md
/reflect-yourself-skills commands/reflect-yourself-skills.md
/reflect-yourself-queue commands/reflect-yourself-queue.md
/reflect-yourself-skip commands/reflect-yourself-skip.md

Quick Start

  1. At session end, run /reflect-yourself
  2. Review captured learnings (summary + cards)
  3. Choose action via prompt or reply (apply / edit / skip / redirect)
  4. Learnings are applied to skills/rules after approval

Placement Logic

  • Project Skills (.cursor/skills/) → Codebase-specific
  • Personal Skills (~/.cursor/skills/) → Reusable across projects
  • Project Rules (.cursor/rules/) → Coding standards

Queue Location

Pending learnings: ~/.cursor/reflect-queue.json (global location, never pollutes project repos)

Security

  • Trust model: Only install skills from sources you trust. Skills are loaded into the agent context and can influence behavior.
  • Import hygiene: Prefer official or well-known repos; inspect SKILL.md and command/rules files before installing. Be wary of skills that instruct the agent to run arbitrary code or exfiltrate data.
  • This skill: Only instructs the agent to write to .cursor/skills/, .cursor/rules/, and ~/.cursor/skills/. The installer copies files only; it does not execute skill content. After install, review ~/.cursor/skills/reflect-yourself/ if you want to verify contents.

Update check

When main commands are run, the agent may check for a newer npm version. If one exists, the user can be prompted (Yes/No) to run npx reflect-yourself@latest. See command files for details.