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kid0317
kid0317COMMUNITY
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calibrate_params

Read persona.md and update character_params.yaml to align workspace persona.

26|4|Updated Mar 5, 2026
Search Tags:#automation#bash#yaml#persona#cron#calibrate
One-click install
npx skills add https://github.com/kid0317/cc_workspace_bot --skill calibrate-params
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: calibrate_params
Source: https://github.com/kid0317/cc_workspace_bot/tree/main/workspaces/_companion/.claude/skills/calibrate_params
Command: npx skills add https://github.com/kid0317/cc_workspace_bot --skill calibrate-params

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill reads persona.md and computes behavior parameters, then writes them into character_params.yaml to keep persona alignment across workspaces.

Core Features & Use Cases

  • Scheduled calibration: runs automatically every 7 days or on initialization to refresh parameters based on persona.md.
  • Drift-aware syncing: detects persona_checksum drift and triggers a re-run to keep configuration in sync.
  • Safe, idempotent writes: uses flock-based locking and atomic writes to prevent race conditions and data corruption.

Quick Start

触发 calibrate_params 的常规流程以从 persona.md 读取并写入 character_params.yaml。

Frequently Asked Questions about calibrate_params

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I keep Claude Code workspace persona parameters aligned with persona.md automatically?▼

Automated persona calibration reads persona.md, computes behavior parameters, and writes them into character_params.yaml to keep workspace persona alignment consistent without manual updates.

What triggers persona calibration in a Claude Code workspace?▼

Persona calibration triggers automatically every seven days via cron or on workspace initialization, and also detects persona_checksum drift to trigger a re-run when configuration falls out of sync.

How does automated persona calibration prevent race conditions when updating character_params.yaml?▼

Persona calibration uses flock-based locking and atomic writes to ensure safe, idempotent updates, preventing race conditions and data corruption when multiple processes update character_params.yaml concurrently.

Do I need Bash and Python to run persona calibration for AI workspaces?▼

Yes, persona calibration requires Bash and Python to read persona.md, compute behavior parameters, and apply flock-based locking for safe, idempotent updates to character_params.yaml.

Why does my workspace persona drift over time and need recalibration?▼

Persona drift occurs when workspace behavior parameters diverge from the defined persona, which automated calibration detects via persona_checksum drift and corrects by re-reading persona.md and refreshing character_params.yaml.

Can I use cron to schedule periodic persona parameter updates for Claude Code workspaces?▼

Yes, persona calibration is designed to run automatically every seven days via cron, reading persona.md and updating character_params.yaml to maintain consistent persona alignment across workspaces.

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