New: 98,000+ skills indexed from GitHub repos with 100+ stars · every skill safety-checkedBrowse top skillsTop skills
Esc to closeBrowse all skills
Submit a skillBrowse skills
Submit a skillBrowse skills

Agent skill

Ahk Ask

by enmanuelmag in enmanuelmag/agent-harness-kit

Ask a question about this codebase — where is X, does Y exist, how does Z work.

Apache-2.0Auto-check passed

Install Ahk Ask

skills CLI
$ npx skills add enmanuelmag/agent-harness-kit --skill ahk-ask -a claude-code

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

GitHub CLI
$ gh skill install enmanuelmag/agent-harness-kit ahk-ask --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/enmanuelmag/agent-harness-kit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/ahk-ask .claude/skills/ahk-ask && 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
ahk-ask
GitHub stars
182
Token cost
~415 tokens
SKILL.md length
215 words
Files
1
Skills in repo
11
Repo updated
First seen
Licence
Apache-2.0

At a glance

Ask a question about this codebase — where is X, does Y exist, how does Z work.

  • Works in 2 steps: Invoke Explorer as a subagent with this… → Synthesize Explorer's findings into a…
  • SKILL.md covers Provider Delegation Guidance, Rules, Process and Output
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Ahk Ask is an agent skill from enmanuelmag/agent-harness-kit. Ask a question about this codebase — where is X, does Y exist, how does Z work. Read-only. No tasks created, no harness tracking.

Its SKILL.md is about 420 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It works with Model Context Protocol. The repository describes itself as: A provider-agnostic scaffolding kit for running structured multi-agent workflows in your codebase. The licence is Apache-2.0.

Example prompts

  • “/ahk-ask”

Workflow steps

2 steps, taken from the first numbered list in SKILL.md.

  1. Invoke Explorer as a subagent with this exact instruction
  2. Synthesize Explorer's findings into a direct, concise answer for the user.

What it can do on your machine

Read from SKILL.md and the folder at commit 269b547. 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.

    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

Ahk Ask loads about 415 tokens when it runs. Until then it costs about 34 tokens; SKILL.md has 215 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~34
When it runs · the whole SKILL.md, loaded when a task matches
~415

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 enmanuelmag/agent-harness-kit at commit 269b547, republished under its Apache-2.0 licence (© enmanuelmag). 215 words, ~415 tokens.

Download SKILL.mdSave it as .claude/skills/ahk-ask/SKILL.md (or your agent's skills folder).
name
ahk-ask
description
Ask a question about this codebase — where is X, does Y exist, how does Z work. Read-only. No tasks created, no harness tracking.

Provider Delegation Guidance

  • Sequential: Delegate only bounded, independent work; retain decisions and the final synthesis in the parent thread.
  • Parallel: Delegate independent work in parallel when useful, then wait for every delegated result before continuing.
  • Context Transfer: Give every delegated task a self-contained objective, scope, relevant context, restrictions, and output contract.
  • Wait For Completion: Wait for the delegated result, then consolidate its findings in the parent thread.
  • Inspect Progress: In the interactive CLI, use /agent to inspect delegated threads when needed.

You are in lightweight ask mode.

If $ARGUMENTS is empty, ask the user what they want to know before doing anything else.

The user's question: $ARGUMENTS

Rules

  • NO MCP calls — no tasks., no actions.
  • NO health.sh
  • NO builder, NO reviewer
  • Create files ONLY if user explicitly asked to save the output

Process

  1. Invoke Explorer as a subagent with this exact instruction:

    "Read-only codebase question — no MCP harness, no task creation. Map only what is needed to answer: $ARGUMENTS. Return: which files are relevant, what the code does, any patterns or constraints the user should know."

  2. Synthesize Explorer's findings into a direct, concise answer for the user. Do not relay the raw output — distill it.

Output

  • Concise answer to the user's question
  • Relevant file paths and code references
  • Important caveats or related constraints

© enmanuelmag, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in .agents/skills/ahk-ask of enmanuelmag/agent-harness-kit.

Open the folder on GitHubat commit 269b547

Compare with similar skills

Ahk Ask 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.

Ahk Ask compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Ahk Ask this skillenmanuelmag/agent-harness-kit182—~415Automated safety check: PassApache-2.0
MCP Server Builderanthropics/skills180k63 repos~2.3kAutomated safety check: PassApache-2.0
MCP Server BuildershareAI-lab/learn-claude-code78k4 repos~1.2kAutomated safety check: PassMIT
MCP Integration for Pluginsanthropics/claude-plugins-official38k11 repos~3.1kAutomated safety check: PassApache-2.0
Figma use_figma Plugin API Ruleswarpdotdev/warp65k4 repos~4.4kAutomated safety check: PassAGPL-3.0
Stitch to Remotion Walkthrough Videosgoogle-labs-code/stitch-skills8.5k6 repos~3.2kAutomated safety check: NotesApache-2.0

Similar skills

  • MCP Server Builder

    anthropics/skills

    Official

    Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.

    180k GitHub starsUsed in 63 repos~2.3k tokens
    Agent WorkflowsAuto-check passed

  • MCP Server Builder

    shareAI-lab/learn-claude-code

    Walks through building MCP servers in Python or TypeScript that expose tools, resources and prompts to Claude, with templates, registration and testing.

    78k GitHub starsUsed in 4 repos~1.2k tokens
    Agent WorkflowsAuto-check passed

  • MCP Integration for Plugins

    anthropics/claude-plugins-official

    Official

    Explains how to bundle Model Context Protocol servers in a Claude Code plugin, covering config files, stdio, SSE, HTTP and WebSocket server types, and authentication.

    38k GitHub starsUsed in 11 repos~3.1k tokens
    Agent WorkflowsAuto-check passed

  • Figma use_figma Plugin API Rules

    warpdotdev/warp

    Required groundwork before any use_figma call: the rules and reference files for running JavaScript in a Figma file through the Plugin API without common failures.

    65k GitHub starsUsed in 4 repos~4.4k tokens
    Frontend & DesignAuto-check passed

  • Stitch to Remotion Walkthrough Videos

    google-labs-code/stitch-skills

    Official

    Builds walkthrough videos from Stitch design projects using Remotion, with transitions, zoom effects and text overlays on each screen.

    8.5k GitHub starsUsed in 6 repos~3.2k tokens
    Media & CreativeAuto-check: notes

  • MCP Development

    coollabsio/coolify

    A skill your agent uses for Laravel MCP development. An agent skill from coollabsio/coolify.

    63k GitHub starsUsed in 1 repo~949 tokens
    Frontend & DesignAuto-check passed

More from enmanuelmag/agent-harness-kit

All 11 skills in this repo

  • Ahk Consultant

    enmanuelmag/agent-harness-kit

    Get technical advice or review on an approach, idea, or change.

    182 GitHub stars~563 tokensUpdated today
    Auto-check passed

  • Ahk Review

    enmanuelmag/agent-harness-kit

    Preview a code review against ticket/objective alignment, with deep semantic (name-vs-behavior) analysis.

    182 GitHub stars~871 tokensUpdated today
    Auto-check passed

  • Ahk Test

    enmanuelmag/agent-harness-kit

    Design, write, and run behavior-focused tests for an objective or existing code.

    182 GitHub stars~1.1k tokensUpdated today
    Auto-check passed

  • Ahk Triage

    enmanuelmag/agent-harness-kit

    Triage a bug or unexpected behavior. An agent skill from enmanuelmag/agent-harness-kit.

    182 GitHub stars~569 tokensUpdated today
    Auto-check passed

  • Ahk Docs

    enmanuelmag/agent-harness-kit

    Explain how to use and operate Agent Harness Kit= workflows, providers, MCP, health gates, and upgrades.

    182 GitHub stars~503 tokensUpdated today
    Auto-check passed

  • Ahk Feature

    enmanuelmag/agent-harness-kit

    Turn an idea or Jira request into a reviewable, evidence-backed feature specification.

    182 GitHub stars~214 tokensUpdated yesterday
    Auto-check passed

Works with

Questions about Ahk Ask

What does Ahk Ask do?

Ask a question about this codebase — where is X, does Y exist, how does Z work. Ahk Ask is an agent skill from enmanuelmag/agent-harness-kit. Ask a question about this codebase — where is X, does Y exist, how does Z work.

How do I install Ahk Ask in Claude Code?

Run `npx skills add enmanuelmag/agent-harness-kit --skill ahk-ask -a claude-code`. Or copy the skill folder (.agents/skills/ahk-ask in enmanuelmag/agent-harness-kit) into .claude/skills/ahk-ask in your project. Claude Code loads it when a task matches its description.

How do I install Ahk Ask in Codex?

Run `npx skills add enmanuelmag/agent-harness-kit --skill ahk-ask -a codex`. Or copy the skill folder (.agents/skills/ahk-ask in enmanuelmag/agent-harness-kit) into .agents/skills/ahk-ask in your project. Codex loads it when a task matches its description.

Can I use Ahk Ask 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 enmanuelmag/agent-harness-kit --skill ahk-ask -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ahk-ask, .gemini/skills/ahk-ask, .github/skills/ahk-ask and .opencode/skills/ahk-ask in your project.

What does Ahk Ask need to run?

SKILL.md names no scripts, command-line tools or credentials: Ahk Ask is instructions for the agent only.

Does Ahk Ask 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 Ahk Ask 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 Ahk Ask use?

Ahk Ask is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Ahk Ask use?

About 415 tokens (SKILL.md is roughly 1.7k 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 Ahk Ask?

Skills that share tags, products or a category with Ahk Ask: MCP Server Builder (anthropics/skills, 180k stars), MCP Server Builder (shareAI-lab/learn-claude-code, 78k stars), MCP Integration for Plugins (anthropics/claude-plugins-official, 38k stars) and Figma use_figma Plugin API Rules (warpdotdev/warp, 65k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Ahk Ask?

enmanuelmag (a GitHub user) maintains it in enmanuelmag/agent-harness-kit, which has 182 GitHub stars. The repository holds 11 skills in this directory. The repository was last updated on October 10, 2026.

Source: enmanuelmag/agent-harness-kit on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.