calibrate
SolidReflective end-of-session self-improvement. Scans the current Claude Code session for corrections, preferences, repeated patterns, errors, success patterns, and voice violations, then proposes numbered concrete patches to memory, settings, ceo-only skills, and ceo-only rules. Corporate files route to a separate review queue and are NEVER auto-applied. Use at end of every working session. Light mode for low-token state or quick sweeps. CEO-only - never propagates to execs.
Install
Quality Score: 82/100
Skill Content
Details
- Author
- mishahanin
- Repository
- mishahanin/heading-os
- Created
- 2 months ago
- Last Updated
- 2 days ago
- Language
- Python
- License
- Apache-2.0
Integrates with
Similar Skills
Semantically similar based on skill content — not just same category
calibrate
Calibrate skills/role cards for leaks/gaps with recall, precision, and confidence-accuracy checks.
calibrating
Use after a knowledge-work deliverable ships or gets human edits. Triggers on "that draft worked", "they rewrote half of it", "remember this for next time", or when the user returns with feedback on a shipped doc. Not for code retrospectives.
autoplan
Auto-review pipeline — reads the full CEO, design, eng, and DX review skills from disk and runs them sequentially with auto-decisions using 6 decision principles. Surfaces taste decisions (close approaches, borderline scope, codex disagreements) at a final approval gate. One command, fully reviewed plan out. Use when asked to "auto review", "autoplan", "run all reviews", "review this plan automatically", or "make the decisions for me". Proactively suggest when the user has a plan file and wants to run the full review gauntlet without answering 15-30 intermediate questions. (gstack) Voice triggers (speech-to-text aliases): "auto plan", "automatic review".