naimkatiman

Harvest — Development skill for Claude Code

Development community

Harvest friction events from observation logs into typed instincts (env_issue, permission_block, wrong_approach, buggy_code) with confidence scoring.

How to install Harvest

Installs to ~/.claude/skills/naimkatiman-continuous-improvement-harvest/SKILL.md

Terminal

mkdir -p ~/.claude/skills/naimkatiman-continuous-improvement-harvest && curl -fsSL https://raw.githubusercontent.com/naimkatiman/continuous-improvement/HEAD/commands/harvest.md -o ~/.claude/skills/naimkatiman-continuous-improvement-harvest/SKILL.md

Restart Claude Code, or start a new session, for it to be picked up.

What Harvest does

name: harvest description: Harvest friction events from observation logs into typed instincts (env_issue, permission_block, wrong_approach, buggy_code) with confidence scoring.

/harvest — Friction Harvest

Run the friction-harvest classifier against this project's observation log and append new typed instincts to `instincts.jsonl`. Idempotent on re-run.

What it does

Reads `~/.claude/instincts//observations.jsonl` produced by the Mulahazah hook, classifies failure ro

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