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: 80/100
Skill Content
Details
- Author
- mishahanin
- Repository
- mishahanin/heading-os
- Created
- 3 weeks ago
- Last Updated
- today
- Language
- Python
- License
- Apache-2.0
Integrates with
Similar Skills
Semantically similar based on skill content — not just same category
calibrate
Codex-native calibration loop. Use to detect leaks or major gaps across packaged skills and role cards with fixed checks plus behavioral recall, precision, and confidence-accuracy scoring.
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, and eng 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.