Agent skill

Ahk Spec Tech

by enmanuelmag in enmanuelmag/agent-harness-kit

Turn an approved spec, feature, or fix into a linked evidence-backed technical specification.

Apache-2.0Auto-check passed

Install Ahk Spec Tech

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

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

GitHub CLI
$ gh skill install enmanuelmag/agent-harness-kit ahk-spec-tech --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/src/core/materializer/skills/ahk-spec-tech .claude/skills/ahk-spec-tech && 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-spec-tech
GitHub stars
182
Token cost
~240 tokens
SKILL.md length
96 words
Files
3
Skills in repo
11
Repo updated
First seen
Licence
Apache-2.0

At a glance

Turn an approved spec, feature, or fix into a linked evidence-backed technical specification.

  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Ahk Spec Tech is an agent skill from enmanuelmag/agent-harness-kit. Turn an approved spec, feature, or fix into a linked evidence-backed technical specification.

Its SKILL.md is about 240 tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files (for example `resources/template.md` and `resources/workflow.md`).

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-spec-tech”

What it can do on your machine

Read from SKILL.md and the folder at commit f8977b4. 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 Spec Tech loads about 240 tokens when it runs. Until then it costs about 27 tokens; SKILL.md has 96 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~27
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 enmanuelmag/agent-harness-kit at commit f8977b4, republished under its Apache-2.0 licence (© enmanuelmag). 96 words, ~240 tokens.

Download SKILL.mdSave it as .claude/skills/ahk-spec-tech/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.
name
ahk-spec-tech
description
Turn an approved spec, feature, or fix into a linked evidence-backed technical specification.

Start by locating the approved spec, feature, or fix source. Research the current codebase first. For libraries, frameworks, SDKs, APIs, CLIs, cloud services, versions, configuration, or migration questions, use current primary documentation through Context7 and the configured documentation index.

Read the workflow and the template before saving.

Define boundaries, contracts, data flow, alternatives and rationale, compatibility, dependencies, rollout, risks, validation, and implementation phases. Create a spec-tech draft in docs/specs/ with sourceSpec, validate after every write, and transition to approved only after explicit user confirmation. A needs-reconciliation technical spec cannot guide implementation until reconciled and approved again.

© 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

SKILL.md and 2 other files in src/core/materializer/skills/ahk-spec-tech of enmanuelmag/agent-harness-kit.

  • SKILL.md
  • resources/template.md
  • resources/workflow.md

Open the folder on GitHubat commit f8977b4

Compare with similar skills

Ahk Spec Tech 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 Spec Tech compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Ahk Spec Tech this skillenmanuelmag/agent-harness-kit182—~240Automated safety check: PassApache-2.0
Internal Linksthedaviddias/Front-End-Checklist74k—~770Automated safety check: PassMIT
External Linksthedaviddias/Front-End-Checklist74k—~773Automated safety check: PassMIT
Invalid Linksthedaviddias/Front-End-Checklist74k—~806Automated safety check: PassMIT
Operator Approval Loopaffaan-m/ECC276k—~3.3kAutomated safety check: PassMIT
SEO Aeo Internal Linkingsickn33/agentic-awesome-skills47k1 repos~2.3kAutomated safety check: PassMIT

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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
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  • 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 Ask

    enmanuelmag/agent-harness-kit

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

    182 GitHub stars~415 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

Questions about Ahk Spec Tech

What does Ahk Spec Tech do?

Turn an approved spec, feature, or fix into a linked evidence-backed technical specification. Ahk Spec Tech is an agent skill from enmanuelmag/agent-harness-kit. Turn an approved spec, feature, or fix into a linked evidence-backed technical specification.

How do I install Ahk Spec Tech in Claude Code?

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

How do I install Ahk Spec Tech in Codex?

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

Can I use Ahk Spec Tech 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-spec-tech -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-spec-tech, .gemini/skills/ahk-spec-tech, .github/skills/ahk-spec-tech and .opencode/skills/ahk-spec-tech in your project.

What does Ahk Spec Tech need to run?

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

Does Ahk Spec Tech 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 Spec Tech 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 Spec Tech use?

Ahk Spec Tech 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 Spec Tech 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 Ahk Spec Tech?

Skills that share tags, products or a category with Ahk Spec Tech: Internal Links (thedaviddias/Front-End-Checklist, 74k stars), External Links (thedaviddias/Front-End-Checklist, 74k stars), Invalid Links (thedaviddias/Front-End-Checklist, 74k stars) and Operator Approval Loop (affaan-m/ECC, 276k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Ahk Spec Tech?

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 9, 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.