MCP Server Builder
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
Guide for setup Codemap CLI for intelligent codebase visualization and navigation
$ npx skills add NeoLabHQ/context-engineering-kit --skill setup-codemap-cli -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install NeoLabHQ/context-engineering-kit setup-codemap-cli --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/NeoLabHQ/context-engineering-kit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/setup-codemap-cli .claude/skills/setup-codemap-cli && 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 "setup-codemap-cli" agent skill from https://github.com/NeoLabHQ/context-engineering-kit/tree/master/skills/setup-codemap-cli into .claude/skills/setup-codemap-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "setup-codemap-cli", 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/NeoLabHQ/context-engineering-kit/tree/master/skills/setup-codemap-cliType 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 NeoLabHQ/context-engineering-kit --skill setup-codemap-cli -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install NeoLabHQ/context-engineering-kit setup-codemap-cli --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/NeoLabHQ/context-engineering-kit.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/setup-codemap-cli .agents/skills/setup-codemap-cli && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "setup-codemap-cli" agent skill from https://github.com/NeoLabHQ/context-engineering-kit/tree/master/skills/setup-codemap-cli into .agents/skills/setup-codemap-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "setup-codemap-cli", 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 NeoLabHQ/context-engineering-kit --skill setup-codemap-cli -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install NeoLabHQ/context-engineering-kit setup-codemap-cli --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/NeoLabHQ/context-engineering-kit.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/setup-codemap-cli .cursor/skills/setup-codemap-cli && 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 "setup-codemap-cli" agent skill from https://github.com/NeoLabHQ/context-engineering-kit/tree/master/skills/setup-codemap-cli into .cursor/skills/setup-codemap-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "setup-codemap-cli", 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/NeoLabHQ/context-engineering-kit.git --path skills/setup-codemap-cli--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 NeoLabHQ/context-engineering-kit --skill setup-codemap-cli -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install NeoLabHQ/context-engineering-kit setup-codemap-cli --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/NeoLabHQ/context-engineering-kit.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/setup-codemap-cli .gemini/skills/setup-codemap-cli && 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 "setup-codemap-cli" agent skill from https://github.com/NeoLabHQ/context-engineering-kit/tree/master/skills/setup-codemap-cli into .gemini/skills/setup-codemap-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "setup-codemap-cli", 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 NeoLabHQ/context-engineering-kit setup-codemap-cliInstalls 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 NeoLabHQ/context-engineering-kit --skill setup-codemap-cli -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/NeoLabHQ/context-engineering-kit.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/setup-codemap-cli .github/skills/setup-codemap-cli && 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 "setup-codemap-cli" agent skill from https://github.com/NeoLabHQ/context-engineering-kit/tree/master/skills/setup-codemap-cli into .github/skills/setup-codemap-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "setup-codemap-cli", 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 NeoLabHQ/context-engineering-kit --skill setup-codemap-cli -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install NeoLabHQ/context-engineering-kit setup-codemap-cli --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/NeoLabHQ/context-engineering-kit.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/setup-codemap-cli .opencode/skills/setup-codemap-cli && 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 "setup-codemap-cli" agent skill from https://github.com/NeoLabHQ/context-engineering-kit/tree/master/skills/setup-codemap-cli into .opencode/skills/setup-codemap-cli/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "setup-codemap-cli", 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.
setup-codemap-cliGuide for setup Codemap CLI for intelligent codebase visualization and navigation
Setup Codemap CLI is an agent skill from NeoLabHQ/context-engineering-kit. Guide for setup Codemap CLI for intelligent codebase visualization and navigation
Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows. The repository describes itself as: Hand-crafted Claude Code Skills focused on improving agent results quality. Compatible with OpenCode, Cursor, Antigravity, Gemini CLI, and others. Includes CodeRabbit open-source… The licence is GPL-3.0.
8 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 23e2428. It shows what the files ask for, not the result of running them.
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.
Shell commands in SKILL.md call:
brewFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
github.comAlso links to:
raw.githubusercontent.comFrom 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.
Setup Codemap CLI loads about 1.6k tokens when it runs. Until then it costs about 25 tokens; SKILL.md has 471 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 NeoLabHQ/context-engineering-kit at commit 23e2428, republished under its GPL-3.0 licence (© NeoLabHQ). 471 words, ~1,588 tokens.
.claude/skills/setup-codemap-cli/SKILL.md (or your agent's skills folder).User Input:
$ARGUMENTSAsk the user where they want to store the configuration:
Options:
Project level (shared via git) - Configuration tracked in version control, shared with team
./CLAUDE.md./.claude/settings.jsonProject level (personal preferences) - Configuration stays local, not tracked in git
./CLAUDE.local.md./.claude/settings.local.json.gitignore, add them if notUser level (global) - Configuration applies to all projects for this user
~/.claude/CLAUDE.md~/.claude/settings.jsonStore the user's choice and use the appropriate paths in subsequent steps.
Check whether codemap is installed by running codemap -help.
If not installed, proceed with setup.
Read the following documentation to understand Codemap's capabilities:
brew tap JordanCoin/tap && brew install codemapscoop bucket add codemap https://github.com/JordanCoin/scoop-codemap
scoop install codemapAfter installation, verify codemap works:
codemap .Use the path determined in step 1. Once Codemap is successfully installed, update the appropriate CLAUDE.md file with the following content:
## Use Codemap CLI for Codebase Navigation
Codemap CLI is available for intelligent codebase visualization and navigation.
**Required Usage** - You MUST use `codemap --diff --ref master` to research changes different from default branch, and `git diff` + `git status` to research current working state.
### Quick Start
```bash
codemap . # Project tree
codemap --only swift . # Just Swift files
codemap --exclude .xcassets,Fonts,.png . # Hide assets
codemap --depth 2 . # Limit depth
codemap --diff # What changed vs main
codemap --deps . # Dependency flow| Flag | Description |
|---|---|
--depth, -d <n> | Limit tree depth (0 = unlimited) |
--only <exts> | Only show files with these extensions |
--exclude <patterns> | Exclude files matching patterns |
--diff | Show files changed vs main branch |
--ref <branch> | Branch to compare against (with --diff) |
--deps | Dependency flow mode |
--importers <file> | Check who imports a file |
--skyline | City skyline visualization |
--json | Output JSON |
Smart pattern matching - no quotes needed:
.png - any .png fileFonts - any /Fonts/ directory*Test* - glob patternSee what you're working on:
codemap --diff
codemap --diff --ref develop
if the default branch is not `main`, but instead `master` (or something else) update content accordingly:
- use `codemap --diff --ref master` instead of regular `codemap --diff`
## 7. Update .gitignore file
Update .gitignore file to include `.codemap/` directory:
```text
.codemap/Run a quick test to verify everything works:
codemap .
codemap --diffUse the settings path determined in step 1. Create the settings file if it doesn't exist and add the following content:
{
"hooks": {
"session-start": "codemap hook session-start && echo 'git diff:' && git diff --stat && echo 'git status:' && git status"
}
} if default branch is not main, but instead master (or something else) update content accordingly:
codemap hook session-start --ref=master instead of regular codemap hook session-start--ref=master flag.Ask user whether he want to add any other hooks and provide list of options with descriptions. Add hooks that he asks for.
| Command | Trigger | Description |
|---|---|---|
codemap hook session-start | SessionStart | Full tree, hubs, branch diff, last session context |
codemap hook pre-edit | PreToolUse (Edit|Write) | Who imports file + what hubs it imports |
codemap hook post-edit | PostToolUse (Edit|Write) | Impact of changes (same as pre-edit) |
codemap hook prompt-submit | UserPromptSubmit | Hub context for mentioned files + session progress |
codemap hook pre-compact | PreCompact | Saves hub state to .codemap/hubs.txt |
codemap hook session-stop | SessionEnd | Edit timeline with line counts and stats |
{
"hooks": {
"SessionStart": [
{
"hooks": [
{
"type": "command",
"command": "codemap hook session-start"
}
]
}
],
"PreToolUse": [
{
"matcher": "Edit|Write",
"hooks": [
{
"type": "command",
"command": "codemap hook pre-edit"
}
]
}
],
"PostToolUse": [
{
"matcher": "Edit|Write",
"hooks": [
{
"type": "command",
"command": "codemap hook post-edit"
}
]
}
],
"UserPromptSubmit": [
{
"hooks": [
{
"type": "command",
"command": "codemap hook prompt-submit"
}
]
}
],
"PreCompact": [
{
"hooks": [
{
"type": "command",
"command": "codemap hook pre-compact"
}
]
}
],
"SessionEnd": [
{
"hooks": [
{
"type": "command",
"command": "codemap hook session-stop"
}
]
}
]
}
}© NeoLabHQ, GPL-3.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/setup-codemap-cli of NeoLabHQ/context-engineering-kit.
Open the folder on GitHubat commit 23e2428
Setup Codemap CLI 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 |
|---|---|---|---|---|---|---|
| Setup Codemap CLI this skillNeoLabHQ/context-engineering-kit | 1.7k | — | ~1.6k | Automated safety check: Pass | GPL-3.0 | |
| MCP Server Builderanthropics/skills | 180k | 64 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| Hook Development for Claude Code Pluginsanthropics/claude-plugins-official | 38k | 11 repos | ~4.1k | Automated safety check: Notes | Apache-2.0 | |
| Using Superpowersfarm-fe/farm | 5.6k | 35 repos | ~1.4k | Automated safety check: Pass | MIT | |
| Executing Plans Inlineobra/superpowers | 296k | 2 repos | ~5.1k | Automated safety check: Pass | MIT | |
| Claude Code Agent Developmentanthropics/claude-plugins-official | 38k | 8 repos | ~2.8k | Automated safety check: Pass | Apache-2.0 |
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
anthropics/claude-plugins-official
Explains how to write Claude Code plugin hooks, both prompt-based checks and bash commands, for events such as PreToolUse, Stop and SessionStart.
farm-fe/farm
A skill your agent uses when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions
obra/superpowers
Has the agent carry out an implementation plan itself, task by task in the current session, keeping a ledger, proving each step with a test and ending with one whole-branch review.
anthropics/claude-plugins-official
Explains how to write agents for Claude Code plugins: the markdown file with YAML frontmatter, trigger descriptions, model and color settings, and system prompt design.
Azure/azqr
Create new skills, modify and improve existing skills, and measure skill performance.
NeoLabHQ/context-engineering-kit
A skill your agent uses when you writing commands, hooks, skills for Agent, or prompts for sub agents or any other LLM interaction, including optimizing prompts, improving LLM outputs, or designing…
NeoLabHQ/context-engineering-kit
A skill your agent uses when adding metadata to commits without changing history, tracking review status, test results, code quality annotations, or supplementing commit messages post-hoc - provides…
NeoLabHQ/context-engineering-kit
Design multi-agent architectures for complex tasks. An agent skill from NeoLabHQ/context-engineering-kit.
NeoLabHQ/context-engineering-kit
A skill your agent uses to load open/unresolved PR review comments then aggregate them as tasks in .specs/comments/.md for parallel agents to fix.
NeoLabHQ/context-engineering-kit
Review an existing GitHub pull request and post inline review comments on its diff.
NeoLabHQ/context-engineering-kit
A skill your agent uses when executing implementation plans with independent tasks in the current session or facing 3+ independent issues that can be investigated without shared state or…
Categories
Guide for setup Codemap CLI for intelligent codebase visualization and navigation. Setup Codemap CLI is an agent skill from NeoLabHQ/context-engineering-kit.
Setup Codemap CLI fits situations like: agent Workflows work in your project.
Run `npx skills add NeoLabHQ/context-engineering-kit --skill setup-codemap-cli -a claude-code`. Or copy the skill folder (skills/setup-codemap-cli in NeoLabHQ/context-engineering-kit) into .claude/skills/setup-codemap-cli in your project. Claude Code loads it when a task matches its description.
Run `npx skills add NeoLabHQ/context-engineering-kit --skill setup-codemap-cli -a codex`. Or copy the skill folder (skills/setup-codemap-cli in NeoLabHQ/context-engineering-kit) into .agents/skills/setup-codemap-cli 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 NeoLabHQ/context-engineering-kit --skill setup-codemap-cli -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/setup-codemap-cli, .gemini/skills/setup-codemap-cli, .github/skills/setup-codemap-cli and .opencode/skills/setup-codemap-cli in your project.
Going by SKILL.md and its folder, Setup Codemap CLI needs the command-line tools its instructions call (brew).
SKILL.md names 2 domains. In commands or code: github.com; the agent is likely to contact it when it follows the instructions. As links in the text: raw.githubusercontent.com. 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.
Setup Codemap CLI is published under the GPL-3.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.6k tokens (SKILL.md is roughly 6.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Setup Codemap CLI: MCP Server Builder (anthropics/skills, 180k stars), Hook Development for Claude Code Plugins (anthropics/claude-plugins-official, 38k stars), Using Superpowers (farm-fe/farm, 5.6k stars) and Executing Plans Inline (obra/superpowers, 296k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
NeoLabHQ (a GitHub organization) maintains it in NeoLabHQ/context-engineering-kit, which has 1,748 GitHub stars. The repository holds 57 skills in this directory. The repository was last updated on August 26, 2026.
Source: NeoLabHQ/context-engineering-kit on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.