AC Stop Hook Analyzer

SkillAI & models

Analyze context to decide on continuation (Two-Claude Pattern).

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the AC Stop Hook Analyzer skill

About this capability

Analyze context and decide on continuation via Stop hook. Use when determining if work should continue, analyzing completion status, making continuation decisions, or implementing the Two-Claude pattern.

What this skill tells your AI

The instructions your AI receives, as published by majiayu000/claude-skill-registry in skills/agent/ac-stop-hook-analyzer-adaptationio-skrillz-3/SKILL.md and read by ahel’s review.

Analyze context to decide on continuation (Two-Claude Pattern).

Purpose

Implements the Analyzer role in the Two-Claude Pattern, using Opus 4.5 to intelligently decide whether to continue autonomous operation.

Quick Start

from scripts.stop_hook_analyzer import StopHookAnalyzer

analyzer = StopHookAnalyzer(project_dir)
decision = await analyzer.should_continue()
# Returns: {"decision": "block", "reason": "Continue with api-003"}

Decision Logic

  • Check completion against objective
  • Analyze remaining features
  • Validate safety limits
  • Return continue/stop decision

API Reference

See scripts/stop_hook_analyzer.py for full implementation.

Signals

GitHub stars
603
Forks
94
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
ac-stop-hook-analyzer-majiayu000
Source
github.com/majiayu000/claude-skill-registry