naimkatiman

Recovery Classification — AI skill for Claude Code

AI community

Enforces Law 4 (Verify Before Reporting) of the 7 Laws of AI Agent Discipline.

How to install Recovery Classification

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

Terminal

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

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

What Recovery Classification does

name: recovery-classification tier: "2" description: "Enforces Law 4 (Verify Before Reporting) of the 7 Laws of AI Agent Discipline. After any failure in the verification ladder or auto-loop, classify the failure class before retrying — provider, tool-schema, deterministic-policy, git, worktree, runtime — so retry-vs-pause-vs-self-heal-vs-stop is an intentional decision, not a generic 'try again'." origin: continuous-improvement user-invocable: false

Recovery Classification Skill

Whe

Alternatives in AI

Context Dump — Dump current context for model switch or context limit recovery 508 ★
Charlie CFO: Bootstrapped Financial Management — Your AI CFO for bootstrapped, profitable companies 190 ★
Uisight — Your AI can already see the screen — it just can't measure it 103 ★