ac-stop-hook-analyzer

ac-stop-hook-analyzer is a skill for Claude Code, Codex from majiayu000/claude-skill-registry. It costs 39 tokens per session (192 once invoked), scanned A, original, MIT.

A tool that decides whether an autonomous coding process should continue or stop. It compares the current work with the objective, checks remaining features and safety limits, and returns a decision.

In plain words
What is it for?
Use it to assess completion, identify remaining features, and implement a Stop-hook decision process such as the Two-Claude pattern.
Why use it?
Long-running automation needs a way to detect unfinished work without continuing blindly. This tool helps determine whether another coding step is needed.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to assess completion, identify remaining features, and implement a Stop-hook decision process such as the Two-Claude pattern.

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Install with agentmods
npx agentmods add skills/majiayu000/claude-skill-registry/ac-stop-hook-analyzer-adaptationio-skrillz-3
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add majiayu000/claude-skill-registry --skill ac-stop-hook-analyzer-adaptationio-skrillz-3
Clone the repo
git clone --depth 1 https://github.com/majiayu000/claude-skill-registry

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for ac-stop-hook-analyzer

README.md
[![agentmods](https://agentmods.dev/badge/skills/majiayu000/claude-skill-registry/ac-stop-hook-analyzer-adaptationio-skrillz-3/github.svg)](https://agentmods.dev/skills/majiayu000/claude-skill-registry/ac-stop-hook-analyzer-adaptationio-skrillz-3)
Your own site
<a href="https://agentmods.dev/skills/majiayu000/claude-skill-registry/ac-stop-hook-analyzer-adaptationio-skrillz-3"><img src="https://agentmods.dev/badge/skills/majiayu000/claude-skill-registry/ac-stop-hook-analyzer-adaptationio-skrillz-3/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for ac-stop-hook-analyzer

Your own site · 80×15
<a href="https://agentmods.dev/skills/majiayu000/claude-skill-registry/ac-stop-hook-analyzer-adaptationio-skrillz-3"><img src="https://agentmods.dev/badge/skills/majiayu000/claude-skill-registry/ac-stop-hook-analyzer-adaptationio-skrillz-3.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 39 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 192 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00039 $0.00192
Opus 5 $0.00019 $0.00096
Sonnet 5 $0.00008 $0.00038
Haiku 4.5 $0.00004 $0.00019

Measured 13d ago against content hash 8e9b9b5ed9d4, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

ac-stop-hook-analyzer scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 13d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

Copies of this mod

1 near-identical copy found in the catalogue:

skills/agent/ac-stop-hook-analyzer-adaptationio-skrillz-3/SKILL.md · 34 lines

What it actually says

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

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.

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 13d ago First seen · 34 lines · 39 tokens per session scan A 8e9b9b5ed9d4

Subscribe to this mod's changes

ac-stop-hook-analyzer is a skill published in the GitHub repository majiayu000/claude-skill-registry (604 stars, last pushed yesterday), licensed MIT. It adds 39 tokens to every session and 192 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.