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Agent skill

Ac Stop Hook Analyzer

by majiayu000 in majiayu000/claude-skill-registry

Analyze context and decide on continuation via Stop hook. An agent skill from majiayu000/claude-skill-registry.

MITAuto-check passed

Install Ac Stop Hook Analyzer

skills CLI
$ npx skills add majiayu000/claude-skill-registry --skill ac-stop-hook-analyzer -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install majiayu000/claude-skill-registry ac-stop-hook-analyzer --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/majiayu000/claude-skill-registry.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/agent/ac-stop-hook-analyzer .claude/skills/ac-stop-hook-analyzer && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
ac-stop-hook-analyzer
GitHub stars
666
Used in
1 other repo
Token cost
~240 tokens
SKILL.md length
56 words
Files
2
Skills in repo
1,273
Repo updated
First seen
Licence
MIT

At a glance

Analyze context and decide on continuation via Stop hook. An agent skill from majiayu000/claude-skill-registry.

  • Determining if work should continue
  • SKILL.md covers Purpose, Quick Start, Decision Logic and API Reference
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Analyzing completion status

What it does

Ac Stop Hook Analyzer is an agent skill from majiayu000/claude-skill-registry. 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.

Its SKILL.md is about 240 tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `metadata.json`).

The repository describes itself as: Searchable Claude Code skills catalog with source-linked guides and generated registry artifacts. The licence is MIT.

When your agent uses it

  • Determining if work should continue
  • Analyzing completion status
  • Making continuation decisions
  • Implementing the Two-Claude pattern

Example prompts

  • “/ac-stop-hook-analyzer”

Requirements

  • Python 3

What it can do on your machine

Read from SKILL.md and the folder at commit 2d14a69. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are python).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Ac Stop Hook Analyzer loads about 240 tokens when it runs. Until then it costs about 56 tokens; SKILL.md has 56 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~56
When it runs · the whole SKILL.md, loaded when a task matches
~240

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from majiayu000/claude-skill-registry at commit 2d14a69, republished under its MIT licence (© majiayu000). 56 words, ~240 tokens.

Download SKILL.mdSave it as .claude/skills/ac-stop-hook-analyzer/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
ac-stop-hook-analyzer
description
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.

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.

© majiayu000, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file in skills/agent/ac-stop-hook-analyzer of majiayu000/claude-skill-registry.

  • SKILL.md
  • metadata.json

Open the folder on GitHubat commit 2d14a69

Used in 1 other repository

We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in majiayu000/claude-skill-registry, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Ac Stop Hook Analyzer next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Ac Stop Hook Analyzer compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Ac Stop Hook Analyzer this skillmajiayu000/claude-skill-registry6661 repos~240Automated safety check: PassMIT
Continuous Learningaffaan-m/ECC275k—~1.1kAutomated safety check: PassMIT
Continuous Learningaffaan-m/ECC275k—~1.2kAutomated safety check: PassMIT
Continuetelegramdesktop/tdesktop33k2 repos~9.4kAutomated safety check: PassGPL-3.0
Decidealirezarezvani/claude-skills28k—~871Automated safety check: PassMIT
Hook Development for Claude Code Pluginsanthropics/claude-plugins-official38k11 repos~4.1kAutomated safety check: NotesApache-2.0

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Questions about Ac Stop Hook Analyzer

What does Ac Stop Hook Analyzer do?

Analyze context and decide on continuation via Stop hook. An agent skill from majiayu000/claude-skill-registry. Ac Stop Hook Analyzer is an agent skill from majiayu000/claude-skill-registry. Analyze context and decide on continuation via Stop hook.

When should I use Ac Stop Hook Analyzer?

Ac Stop Hook Analyzer fits situations like: determining if work should continue; analyzing completion status; making continuation decisions; implementing the Two-Claude pattern.

How do I install Ac Stop Hook Analyzer in Claude Code?

Run `npx skills add majiayu000/claude-skill-registry --skill ac-stop-hook-analyzer -a claude-code`. Or copy the skill folder (skills/agent/ac-stop-hook-analyzer in majiayu000/claude-skill-registry) into .claude/skills/ac-stop-hook-analyzer in your project. Claude Code loads it when a task matches its description.

How do I install Ac Stop Hook Analyzer in Codex?

Run `npx skills add majiayu000/claude-skill-registry --skill ac-stop-hook-analyzer -a codex`. Or copy the skill folder (skills/agent/ac-stop-hook-analyzer in majiayu000/claude-skill-registry) into .agents/skills/ac-stop-hook-analyzer in your project. Codex loads it when a task matches its description.

Can I use Ac Stop Hook Analyzer in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add majiayu000/claude-skill-registry --skill ac-stop-hook-analyzer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ac-stop-hook-analyzer, .gemini/skills/ac-stop-hook-analyzer, .github/skills/ac-stop-hook-analyzer and .opencode/skills/ac-stop-hook-analyzer in your project.

What does Ac Stop Hook Analyzer need to run?

SKILL.md names no scripts, command-line tools or credentials: Ac Stop Hook Analyzer is instructions for the agent only. Our summary lists: Python 3.

Does Ac Stop Hook Analyzer access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Ac Stop Hook Analyzer safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Ac Stop Hook Analyzer use?

Ac Stop Hook Analyzer is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Ac Stop Hook Analyzer use?

About 240 tokens (SKILL.md is roughly 960 characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Ac Stop Hook Analyzer?

Skills that share tags, products or a category with Ac Stop Hook Analyzer: Continuous Learning (affaan-m/ECC, 275k stars), Continuous Learning (affaan-m/ECC, 275k stars), Continue (telegramdesktop/tdesktop, 33k stars) and Decide (alirezarezvani/claude-skills, 28k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Ac Stop Hook Analyzer?

majiayu000 (a GitHub user) maintains it in majiayu000/claude-skill-registry, which has 666 GitHub stars. The repository holds 1,273 skills in this directory. The repository was last updated on October 7, 2026.

Source: majiayu000/claude-skill-registry on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.