metacognition

Installation
SKILL.md

Metacognition Protocol

Purpose

Prevent the agent from following an invalid route, expanding work without evidence, or declaring completion without observable proof.

Checkpoints

Run a checkpoint when:

  • repository work begins;
  • the task type or approved outcome changes;
  • unexpected evidence invalidates the current approach;
  • a major phase or coherent implementation task completes;
  • the next action requires user authority or an irreversible operation.

Routine reversible actions inside an already validated approach do not require a separate checkpoint.

Assessment

Installs
2
GitHub Stars
49
First Seen
Sep 7, 2026
metacognition — shinpr/agentic-code