Internal Links
thedaviddias/Front-End-Checklist
A skill your agent uses when auditing a site's internal link structure, identifying pages that need more incoming links, generating contextual linking opportunities between related content, or…
Turn approved use cases or a product request into a linked functional specification.
Apache-2.0Auto-check passed
Install Ahk Spec
$ npx skills add enmanuelmag/agent-harness-kit --skill ahk-spec -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install enmanuelmag/agent-harness-kit ahk-spec --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ 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 .claude/skills/ahk-spec && rm -rf skills-srcUse ~/.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/
Install the "ahk-spec" agent skill from https://github.com/enmanuelmag/agent-harness-kit/tree/main/src/core/materializer/skills/ahk-spec into .claude/skills/ahk-spec/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ahk-spec", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/enmanuelmag/agent-harness-kit/tree/main/src/core/materializer/skills/ahk-specType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add enmanuelmag/agent-harness-kit --skill ahk-spec -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install enmanuelmag/agent-harness-kit ahk-spec --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/enmanuelmag/agent-harness-kit.git skills-src && mkdir -p .agents/skills && cp -r skills-src/src/core/materializer/skills/ahk-spec .agents/skills/ahk-spec && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ahk-spec" agent skill from https://github.com/enmanuelmag/agent-harness-kit/tree/main/src/core/materializer/skills/ahk-spec into .agents/skills/ahk-spec/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ahk-spec", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add enmanuelmag/agent-harness-kit --skill ahk-spec -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install enmanuelmag/agent-harness-kit ahk-spec --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/enmanuelmag/agent-harness-kit.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/src/core/materializer/skills/ahk-spec .cursor/skills/ahk-spec && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "ahk-spec" agent skill from https://github.com/enmanuelmag/agent-harness-kit/tree/main/src/core/materializer/skills/ahk-spec into .cursor/skills/ahk-spec/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ahk-spec", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/enmanuelmag/agent-harness-kit.git --path src/core/materializer/skills/ahk-spec--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add enmanuelmag/agent-harness-kit --skill ahk-spec -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install enmanuelmag/agent-harness-kit ahk-spec --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/enmanuelmag/agent-harness-kit.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/src/core/materializer/skills/ahk-spec .gemini/skills/ahk-spec && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "ahk-spec" agent skill from https://github.com/enmanuelmag/agent-harness-kit/tree/main/src/core/materializer/skills/ahk-spec into .gemini/skills/ahk-spec/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ahk-spec", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install enmanuelmag/agent-harness-kit ahk-specInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add enmanuelmag/agent-harness-kit --skill ahk-spec -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/enmanuelmag/agent-harness-kit.git skills-src && mkdir -p .github/skills && cp -r skills-src/src/core/materializer/skills/ahk-spec .github/skills/ahk-spec && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "ahk-spec" agent skill from https://github.com/enmanuelmag/agent-harness-kit/tree/main/src/core/materializer/skills/ahk-spec into .github/skills/ahk-spec/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ahk-spec", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add enmanuelmag/agent-harness-kit --skill ahk-spec -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install enmanuelmag/agent-harness-kit ahk-spec --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/enmanuelmag/agent-harness-kit.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/src/core/materializer/skills/ahk-spec .opencode/skills/ahk-spec && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "ahk-spec" agent skill from https://github.com/enmanuelmag/agent-harness-kit/tree/main/src/core/materializer/skills/ahk-spec into .opencode/skills/ahk-spec/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ahk-spec", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
ahk-spec- GitHub stars
- 182
- Token cost
- ~249 tokens
- SKILL.md length
- 112 words
- Files
- 3
- Skills in repo
- 11
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Turn approved use cases or a product request into a linked functional specification.
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Ahk Spec is an agent skill from enmanuelmag/agent-harness-kit. Turn approved use cases or a product request into a linked functional specification.
Its SKILL.md is about 250 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”
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 loads about 249 tokens when it runs. Until then it costs about 23 tokens; SKILL.md has 112 words of instructions outside code blocks.
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). 112 words, ~249 tokens.
Download SKILL.mdSave it as
.claude/skills/ahk-spec/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.- name
- ahk-spec
- description
- Turn approved use cases or a product request into a linked functional specification.
Locate relevant context with specs.list, specs.search, and specs.get. A functional spec defines the product scope, rules, exclusions, acceptance criteria, decisions, and unresolved questions. It does not select implementation details.
Read the workflow and the template before saving.
When based on use cases, reference every approved upstream use case with sourceUseCases. Create a spec draft in docs/specs/, save a coherent draft before approval, validate after every write, and transition only after the user explicitly approves it. A changed approved upstream use case sends this spec to needs-decision and derived technical work to needs-reconciliation.
Use feature or fix only where those existing specialized workflows fit. Offer ahk-spec-tech only after the functional source is approved.
© 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 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 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Ahk Spec this skillenmanuelmag/agent-harness-kit | 182 | — | ~249 | Automated safety check: Pass | Apache-2.0 | |
| Internal Linksthedaviddias/Front-End-Checklist | 74k | — | ~770 | Automated safety check: Pass | MIT | |
| External Linksthedaviddias/Front-End-Checklist | 74k | — | ~773 | Automated safety check: Pass | MIT | |
| Invalid Linksthedaviddias/Front-End-Checklist | 74k | — | ~806 | Automated safety check: Pass | MIT | |
| Operator Approval Loopaffaan-m/ECC | 277k | — | ~3.3k | Automated safety check: Pass | MIT | |
| SEO Aeo Internal Linkingsickn33/agentic-awesome-skills | 47k | 1 repos | ~2.3k | Automated safety check: Pass | MIT |
Similar skills
External Links
thedaviddias/Front-End-Checklist
A skill your agent uses when auditing content pages for citation quality, suggesting authoritative sources to link for factual claims, or reviewing whether a page's external link attributes…
Invalid Links
thedaviddias/Front-End-Checklist
A skill your agent uses when auditing a page's link elements for crawlability, reviewing JavaScript-heavy SPAs where navigation may not use <a href tags, or checking that dynamically generated links…
Operator Approval Loop
affaan-m/ECC
Operator approval contract with internal filing notices for agent-drafted outbound messages, hashed drafts, epoch-keyed decisions, durable delivery claims and receipts, and a pre-draft baseline gate.
SEO Aeo Internal Linking
sickn33/agentic-awesome-skills
Maps internal link opportunities between pages with relevant anchor text, placement instructions, orphan-page detection, and cannibalisation checks.
Link Checker
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A skill your agent uses when reviewing templates, rendered HTML, or shared components related to Check for broken links.
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Design, write, and run behavior-focused tests for an objective or existing code.
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Triage a bug or unexpected behavior. An agent skill from enmanuelmag/agent-harness-kit.
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Questions about Ahk Spec
What does Ahk Spec do?
Turn approved use cases or a product request into a linked functional specification. Ahk Spec is an agent skill from enmanuelmag/agent-harness-kit. Turn approved use cases or a product request into a linked functional specification.
How do I install Ahk Spec in Claude Code?
Run `npx skills add enmanuelmag/agent-harness-kit --skill ahk-spec -a claude-code`. Or copy the skill folder (src/core/materializer/skills/ahk-spec in enmanuelmag/agent-harness-kit) into .claude/skills/ahk-spec in your project. Claude Code loads it when a task matches its description.
How do I install Ahk Spec in Codex?
Run `npx skills add enmanuelmag/agent-harness-kit --skill ahk-spec -a codex`. Or copy the skill folder (src/core/materializer/skills/ahk-spec in enmanuelmag/agent-harness-kit) into .agents/skills/ahk-spec in your project. Codex loads it when a task matches its description.
Can I use Ahk Spec 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 -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, .gemini/skills/ahk-spec, .github/skills/ahk-spec and .opencode/skills/ahk-spec in your project.
What does Ahk Spec need to run?
SKILL.md names no scripts, command-line tools or credentials: Ahk Spec is instructions for the agent only.
Does Ahk Spec 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 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 use?
Ahk Spec 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 use?
About 249 tokens (SKILL.md is roughly 996 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?
Skills that share tags, products or a category with Ahk Spec: 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, 277k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Ahk Spec?
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.