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Agent skill

Ahk Triage

by enmanuelmag in enmanuelmag/agent-harness-kit

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

Apache-2.0Auto-check passed

Install Ahk Triage

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

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

GitHub CLI
$ gh skill install enmanuelmag/agent-harness-kit ahk-triage --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-triage .claude/skills/ahk-triage && 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-triage
GitHub stars
182
Token cost
~569 tokens
SKILL.md length
292 words
Files
1
Skills in repo
11
Repo updated
First seen
Licence
Apache-2.0

At a glance

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

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

What it does

Ahk Triage is an agent skill from enmanuelmag/agent-harness-kit. Triage a bug or unexpected behavior. Deep diagnostic analysis with structured report. No tasks created, no harness tracking.

Its SKILL.md is about 570 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-triage”

Workflow steps

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

  1. Invoke Explorer as a subagent
  2. Synthesize Explorer's findings into the REQUIRED output format below. Do not skip or reorder sections.

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 Triage loads about 569 tokens when it runs. Until then it costs about 34 tokens; SKILL.md has 292 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
~569

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). 292 words, ~569 tokens.

Download SKILL.mdSave it as .claude/skills/ahk-triage/SKILL.md (or your agent's skills folder).
name
ahk-triage
description
Triage a bug or unexpected behavior. Deep diagnostic analysis with structured report. 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 triage mode.

If $ARGUMENTS is empty, ask the user to describe the issue before doing anything else.

The issue: $ARGUMENTS

Rules

  • NO MCP calls — no tasks., no actions.
  • Run health.sh ONLY if the issue explicitly involves the build or test suite — not as a routine step
  • NO builder, NO reviewer
  • Create files ONLY if user explicitly asked to save the report

Process

  1. Invoke Explorer as a subagent:

    "Read-only diagnostic investigation — no MCP harness. Issue reported: $ARGUMENTS. Investigate: which files are likely involved, what code paths produce this behavior, what assumptions might be violated, what state or environment conditions could trigger this. Return a detailed diagnostic analysis."

  2. Synthesize Explorer's findings into the REQUIRED output format below. Do not skip or reorder sections.

Required output format

TL;DR One paragraph. What is happening and the most likely cause.

Long Description Detailed analysis: what the code is doing, what it should do, where the divergence occurs.

Root Cause Analysis The causal chain: trigger → behavior → symptom. Name specific files, functions, and line numbers where relevant.

Possible Fixes Ordered most-to-least likely. Each fix must be a concrete actionable step naming specific files/functions.

Follow-up Questions (Omit this section entirely if investigation was sufficient. Include only genuine unknowns that would change the diagnosis.)

© 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-triage of enmanuelmag/agent-harness-kit.

Open the folder on GitHubat commit 269b547

Compare with similar skills

Ahk Triage 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 Triage compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Ahk Triage this skillenmanuelmag/agent-harness-kit182—~569Automated 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

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More from enmanuelmag/agent-harness-kit

All 11 skills in this repo

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  • Ahk Review

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  • Ahk Test

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  • Ahk Ask

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    182 GitHub stars~415 tokensUpdated today
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  • Ahk Docs

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    182 GitHub stars~503 tokensUpdated today
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  • Ahk Feature

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Works with

Questions about Ahk Triage

What does Ahk Triage do?

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

How do I install Ahk Triage in Claude Code?

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

How do I install Ahk Triage in Codex?

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

Can I use Ahk Triage 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-triage -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-triage, .gemini/skills/ahk-triage, .github/skills/ahk-triage and .opencode/skills/ahk-triage in your project.

What does Ahk Triage need to run?

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

Does Ahk Triage 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 Triage 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 Triage use?

Ahk Triage 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 Triage use?

About 569 tokens (SKILL.md is roughly 2.3k 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 Triage?

Skills that share tags, products or a category with Ahk Triage: 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 Triage?

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.