Docs
latitude-dev/latitude-llm
Review the current conversation context and git changes, then persist durable repository knowledge into dev-docs/.md by domain and into AGENTS.md for cross-cutting repo rules.
This skill should be used when creating, refreshing, or validating a repository AGENTS.md so it stays concise, current, and grounded in repository evidence.
$ npx skills add alchemiststudiosDOTai/harness-engineering --skill agents-md-mapper -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install alchemiststudiosDOTai/harness-engineering agents-md-mapper --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/alchemiststudiosDOTai/harness-engineering.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/agents-md-mapper .claude/skills/agents-md-mapper && 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 "agents-md-mapper" agent skill from https://github.com/alchemiststudiosDOTai/harness-engineering/tree/main/skills/agents-md-mapper into .claude/skills/agents-md-mapper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agents-md-mapper", 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/alchemiststudiosDOTai/harness-engineering/tree/main/skills/agents-md-mapperType 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 alchemiststudiosDOTai/harness-engineering --skill agents-md-mapper -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install alchemiststudiosDOTai/harness-engineering agents-md-mapper --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/alchemiststudiosDOTai/harness-engineering.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/agents-md-mapper .agents/skills/agents-md-mapper && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "agents-md-mapper" agent skill from https://github.com/alchemiststudiosDOTai/harness-engineering/tree/main/skills/agents-md-mapper into .agents/skills/agents-md-mapper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agents-md-mapper", 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 alchemiststudiosDOTai/harness-engineering --skill agents-md-mapper -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install alchemiststudiosDOTai/harness-engineering agents-md-mapper --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/alchemiststudiosDOTai/harness-engineering.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/agents-md-mapper .cursor/skills/agents-md-mapper && 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 "agents-md-mapper" agent skill from https://github.com/alchemiststudiosDOTai/harness-engineering/tree/main/skills/agents-md-mapper into .cursor/skills/agents-md-mapper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agents-md-mapper", 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/alchemiststudiosDOTai/harness-engineering.git --path skills/agents-md-mapper--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 alchemiststudiosDOTai/harness-engineering --skill agents-md-mapper -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install alchemiststudiosDOTai/harness-engineering agents-md-mapper --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/alchemiststudiosDOTai/harness-engineering.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/agents-md-mapper .gemini/skills/agents-md-mapper && 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 "agents-md-mapper" agent skill from https://github.com/alchemiststudiosDOTai/harness-engineering/tree/main/skills/agents-md-mapper into .gemini/skills/agents-md-mapper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agents-md-mapper", 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 alchemiststudiosDOTai/harness-engineering agents-md-mapperInstalls 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 alchemiststudiosDOTai/harness-engineering --skill agents-md-mapper -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/alchemiststudiosDOTai/harness-engineering.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/agents-md-mapper .github/skills/agents-md-mapper && 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 "agents-md-mapper" agent skill from https://github.com/alchemiststudiosDOTai/harness-engineering/tree/main/skills/agents-md-mapper into .github/skills/agents-md-mapper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agents-md-mapper", 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 alchemiststudiosDOTai/harness-engineering --skill agents-md-mapper -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install alchemiststudiosDOTai/harness-engineering agents-md-mapper --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/alchemiststudiosDOTai/harness-engineering.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/agents-md-mapper .opencode/skills/agents-md-mapper && 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 "agents-md-mapper" agent skill from https://github.com/alchemiststudiosDOTai/harness-engineering/tree/main/skills/agents-md-mapper into .opencode/skills/agents-md-mapper/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agents-md-mapper", 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.
agents-md-mapperThis skill should be used when creating, refreshing, or validating a repository AGENTS.md so it stays concise, current, and grounded in repository evidence.
Agents Md Mapper is an agent skill from alchemiststudiosDOTai/harness-engineering. This skill should be used when creating, refreshing, or validating a repository AGENTS.md so it stays concise, current, and grounded in repository evidence. Use when AGENTS.md is missing or stale, after refactors or tooling changes, when new docs become the system of record, or when adding lightweight drift checks.
Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/agents-md-outline.md`).
It sits in Agent Workflows, covering Agent instruction files and Refactoring. The repository describes itself as: harness-engineering discussion of shortcuts, automation, hacks and overall productivity with code agents like claude code, codex, and other harness. The licence is MIT.
10 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 7a9fa15. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteEditGlobGrepBash(git:*)Bash(ls:*)From allowed-tools in the SKILL.md frontmatter.
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.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Agents Md Mapper loads about 1.8k tokens when it runs, and up to ~2.1k if it reads all its reference files. Until then it costs about 84 tokens; SKILL.md has 914 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.
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.
The full file from alchemiststudiosDOTai/harness-engineering at commit 7a9fa15, republished under its MIT licence (© alchemiststudiosDOTai). 914 words, ~1,817 tokens.
.claude/skills/agents-md-mapper/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.Maintain a concise, current AGENTS.md for a repository as the codebase changes. Treat the file as a navigational map for future coding agents: show where to start, where important things live, how to validate changes, and which deeper docs outrank the map.
AGENTS.md for a repository that does not have oneAGENTS.md that may be stale after refactors, path moves, package splits, or architecture changesAGENTS.md at new architecture docs, runbooks, or generated references that became the source of truthAGENTS.md and repository realityInspect repository evidence, not guesswork:
README, pyproject.toml, package.json, Cargo.toml, Makefile, justfile, or task runner configsAGENTS.md, if presentARCHITECTURE.md, docs/, runbooks, plans, references, and generated indexesCODEOWNERS, package manifests, and boundary-enforcement configAGENTS.md if it existsREADME, architecture docs, and docs indexesAGENTS.mdInclude these sections when repository evidence supports them:
Exclude these unless they directly change navigation or implementation behavior:
docs/ or another source doc and link to itAGENTS.md point to it rather than restating itProduce one of these outputs:
AGENTS.mdAGENTS.mdUse the compact outline in references/agents-md-outline.md as a starting point when the repository supports those sections.
When automation is requested, add lightweight drift checks such as:
AGENTS.md no longer existsConsider the skill successful when:
AGENTS.md is short and easy to scanAGENTS.md as a reliable repository map© alchemiststudiosDOTai, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 1 other file (references) in skills/agents-md-mapper of alchemiststudiosDOTai/harness-engineering.
Open the folder on GitHubat commit 7a9fa15
Agents Md Mapper 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 |
|---|---|---|---|---|---|---|
| Agents Md Mapper this skillalchemiststudiosDOTai/harness-engineering | 105 | — | ~1.8k | Automated safety check: Pass | MIT | |
| Docslatitude-dev/latitude-llm | 4.7k | — | ~2.5k | Automated safety check: Pass | MIT | |
| Agent Md Refactormicronaut-projects/micronaut-openapi | 114 | — | ~766 | Automated safety check: Pass | Apache-2.0 | |
| Steadyagent WorkflowKhalilzhang0825/boring-is-all-you-need | 173 | — | ~1k | Automated safety check: Pass | MIT | |
| Reclaudebrianlovin/agent-config | 376 | 1 repos | ~981 | Automated safety check: Pass | None | |
| Agent Md Refactormeshery/meshery-operator | 151 | 5 repos | ~1.9k | Automated safety check: Pass | MIT |
latitude-dev/latitude-llm
Review the current conversation context and git changes, then persist durable repository knowledge into dev-docs/.md by domain and into AGENTS.md for cross-cutting repo rules.
micronaut-projects/micronaut-openapi
Refactor oversized agent instruction files into a progressive-disclosure structure.
Khalilzhang0825/boring-is-all-you-need
Local-first Codex workflow for planning, debugging, reviewing, refactoring, improving AGENTS.md, building skills, publishing agent harness repositories, or running complex multi-step coding tasks…
brianlovin/agent-config
Refactor CLAUDE.md files to follow progressive disclosure principles.
meshery/meshery-operator
Refactor bloated AGENTS.md, CLAUDE.md, or similar agent instruction files to follow progressive disclosure principles.
peterkrueck/Claude-Code-Development-Kit
Update project documentation after code changes. An agent skill from peterkrueck/Claude-Code-Development-Kit.
alchemiststudiosDOTai/harness-engineering
Set up ast-grep for a codebase with common TypeScript rules for detecting anti-patterns, enforcing best practices, and preventing bugs.
alchemiststudiosDOTai/harness-engineering
This skill should be used when mapping or researching a codebase to understand its structure, patterns, and architecture.
alchemiststudiosDOTai/harness-engineering
Execute implementation plans from .artifacts/plan/. An agent skill from alchemiststudiosDOTai/harness-engineering.
alchemiststudiosDOTai/harness-engineering
Map a repository's mechanical harness layers: canonical check command, local and CI gates, architecture boundaries, structural rules, behavioral verification, docs ratchets, evidence workflows, and…
alchemiststudiosDOTai/harness-engineering
Run or continue a differential debugging session between two implementations, traces, captures, or outputs.
alchemiststudiosDOTai/harness-engineering
Generate execution-ready implementation plans from research docs - planning ONLY, no fixing or verifying.
Categories
This skill should be used when creating, refreshing, or validating a repository AGENTS.md so it stays concise, current, and grounded in repository evidence. Agents Md Mapper is an agent skill from alchemiststudiosDOTai/harness-engineering.md so it stays concise, current, and grounded in repository evidence.
Agents Md Mapper fits situations like: AGENTS.md is missing; after refactors; tooling changes; new docs become the system of record.
Run `npx skills add alchemiststudiosDOTai/harness-engineering --skill agents-md-mapper -a claude-code`. Or copy the skill folder (skills/agents-md-mapper in alchemiststudiosDOTai/harness-engineering) into .claude/skills/agents-md-mapper in your project. Claude Code loads it when a task matches its description.
Run `npx skills add alchemiststudiosDOTai/harness-engineering --skill agents-md-mapper -a codex`. Or copy the skill folder (skills/agents-md-mapper in alchemiststudiosDOTai/harness-engineering) into .agents/skills/agents-md-mapper in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add alchemiststudiosDOTai/harness-engineering --skill agents-md-mapper -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/agents-md-mapper, .gemini/skills/agents-md-mapper, .github/skills/agents-md-mapper and .opencode/skills/agents-md-mapper in your project.
SKILL.md names no scripts, command-line tools or credentials: Agents Md Mapper is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write, Edit, Glob, Grep, Bash(git:*), Bash(ls:*).
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.
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.
Agents Md Mapper is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.8k tokens (SKILL.md is roughly 7.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 313 tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Agents Md Mapper: Docs (latitude-dev/latitude-llm, 4.7k stars), Agent Md Refactor (micronaut-projects/micronaut-openapi, 114 stars), Steadyagent Workflow (Khalilzhang0825/boring-is-all-you-need, 173 stars) and Reclaude (brianlovin/agent-config, 376 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
alchemiststudiosDOTai (a GitHub organization) maintains it in alchemiststudiosDOTai/harness-engineering, which has 105 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on March 17, 2026.
Source: alchemiststudiosDOTai/harness-engineering on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.