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ac-stop-hook-analyzer

The ac-stop-hook-analyzer skill implements the Analyzer role in the Two-Claude Pattern, using Claude Opus 4.5 to evaluate whether autonomous operations should continue based on objective completion, remaining features, and safety constraints. Use this when coordinating multi-agent workflows that require intelligent handoffs between Claude instances or when you need programmatic decisions about task continuation versus termination.

View source Repository: claude-skill-registry

Install in Claude Code

Copy

git clone --depth 1 https://github.com/majiayu000/claude-skill-registry /tmp/ac-stop-hook-analyzer && cp -r /tmp/ac-stop-hook-analyzer/skills/agent/ac-stop-hook-analyzer ~/.claude/skills/ac-stop-hook-analyzer

Then start a new Claude Code session; the skill loads automatically.

Definition

SKILL.md

# AC Stop Hook Analyzer

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

```python
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.