Project Onboarding Guide from Knowledge Graph
Egonex-AI/Understand-Anything
Writes an onboarding guide for new team members from a project's existing knowledge graph, after checking that the graph still matches the current commit.
“Scans codebases to generate architecture documentation (ARCHITECTURE.md). Use when joining an existing project, understanding codebase structure, exploring project architecture…”
Install Project Analyze
$ npx skills add mylukin/agent-foreman --skill project-analyze -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install mylukin/agent-foreman project-analyze --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/mylukin/agent-foreman.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/agent-foreman/skills/project-analyze .claude/skills/project-analyze && 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 "project-analyze" agent skill from https://github.com/mylukin/agent-foreman/tree/main/plugins/agent-foreman/skills/project-analyze into .claude/skills/project-analyze/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-analyze", 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/mylukin/agent-foreman/tree/main/plugins/agent-foreman/skills/project-analyzeType 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 mylukin/agent-foreman --skill project-analyze -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install mylukin/agent-foreman project-analyze --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mylukin/agent-foreman.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/agent-foreman/skills/project-analyze .agents/skills/project-analyze && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "project-analyze" agent skill from https://github.com/mylukin/agent-foreman/tree/main/plugins/agent-foreman/skills/project-analyze into .agents/skills/project-analyze/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-analyze", 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 mylukin/agent-foreman --skill project-analyze -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install mylukin/agent-foreman project-analyze --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mylukin/agent-foreman.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/agent-foreman/skills/project-analyze .cursor/skills/project-analyze && 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 "project-analyze" agent skill from https://github.com/mylukin/agent-foreman/tree/main/plugins/agent-foreman/skills/project-analyze into .cursor/skills/project-analyze/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-analyze", 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/mylukin/agent-foreman.git --path plugins/agent-foreman/skills/project-analyze--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 mylukin/agent-foreman --skill project-analyze -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install mylukin/agent-foreman project-analyze --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mylukin/agent-foreman.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/agent-foreman/skills/project-analyze .gemini/skills/project-analyze && 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 "project-analyze" agent skill from https://github.com/mylukin/agent-foreman/tree/main/plugins/agent-foreman/skills/project-analyze into .gemini/skills/project-analyze/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-analyze", 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 mylukin/agent-foreman project-analyzeInstalls 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 mylukin/agent-foreman --skill project-analyze -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/mylukin/agent-foreman.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/agent-foreman/skills/project-analyze .github/skills/project-analyze && 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 "project-analyze" agent skill from https://github.com/mylukin/agent-foreman/tree/main/plugins/agent-foreman/skills/project-analyze into .github/skills/project-analyze/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-analyze", 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 mylukin/agent-foreman --skill project-analyze -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install mylukin/agent-foreman project-analyze --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mylukin/agent-foreman.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/agent-foreman/skills/project-analyze .opencode/skills/project-analyze && 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 "project-analyze" agent skill from https://github.com/mylukin/agent-foreman/tree/main/plugins/agent-foreman/skills/project-analyze into .opencode/skills/project-analyze/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-analyze", 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
project-analyze- GitHub stars
- 250
- Token cost
- ~253 tokens
- SKILL.md length
- 54 words
- Files
- 1
- Skills in repo
- 5
- Repo updated
- First seen
- Licence
- None found
At a glance
- SKILL.md covers Quick Start, Options, Use When and Skip When, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
About this skill
“Scans codebases to generate architecture documentation (ARCHITECTURE.md). Use when joining an existing project, understanding codebase structure, exploring project architecture, or preparing for agent-foreman init. Triggers on 'analyze project', 'understand codebase', 'explore architecture', 'scan project structure', 'survey project'.”
Project Analyze is a skill in mylukin/agent-foreman (250 stars). Its SKILL.md is about 253 tokens. No licence found.
Requirements
- Pre-approved tools (allowed-tools): Bash, Read, Glob, Grep
What it can do on your machine
Read from SKILL.md and the folder at commit 2763f83. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
BashReadGlobGrep
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are bash).
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
Project Analyze loads about 253 tokens when it runs. Until then it costs about 88 tokens; SKILL.md has 54 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: notes
The automated check noted patterns worth knowing about, such as sudo or a known installer.
- NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
allowed-tools: Bash, Read, Glob, Grep
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
Without a licence we can't republish the file, so here is its outline and opening line. It has 54 words (~253 tokens).
- name
- project-analyze
- allowed-tools
- Bash, Read, Glob, Grep
- user-invocable
- true
Files
Just SKILL.md in plugins/agent-foreman/skills/project-analyze of mylukin/agent-foreman.
Open the folder on GitHubat commit 2763f83
Compare with similar skills
Project Analyze 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 |
|---|---|---|---|---|---|---|
| Project Analyze this skillmylukin/agent-foreman | 250 | — | ~253 | Automated safety check: Notes | None | |
| Project Onboarding Guide from Knowledge GraphEgonex-AI/Understand-Anything | 86k | — | ~1.2k | Automated safety check: Pass | MIT | |
| Deepwiki Rssopaco/deepwiki-rs | 3.1k | — | ~748 | Automated safety check: Pass | MIT | |
| Acquire Codebase Knowledgegithub/awesome-copilot | 40k | 1 repos | ~2.3k | Automated safety check: Pass | MIT | |
| Codex Proxy RS Development Guidezyycn/codex-proxy-rs | 766 | — | ~618 | Automated safety check: Pass | Apache-2.0 | |
| Githits Codegithits-com/githits-cli | 114 | — | ~2.6k | Automated safety check: Pass | Apache-2.0 |
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Related
Categories
Questions about Project Analyze
How do I install Project Analyze in Claude Code?
Run `npx skills add mylukin/agent-foreman --skill project-analyze -a claude-code`. Or copy the skill folder (plugins/agent-foreman/skills/project-analyze in mylukin/agent-foreman) into .claude/skills/project-analyze in your project. Claude Code loads it when a task matches its description.
How do I install Project Analyze in Codex?
Run `npx skills add mylukin/agent-foreman --skill project-analyze -a codex`. Or copy the skill folder (plugins/agent-foreman/skills/project-analyze in mylukin/agent-foreman) into .agents/skills/project-analyze in your project. Codex loads it when a task matches its description.
Can I use Project Analyze 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 mylukin/agent-foreman --skill project-analyze -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/project-analyze, .gemini/skills/project-analyze, .github/skills/project-analyze and .opencode/skills/project-analyze in your project.
What does Project Analyze need to run?
SKILL.md names no scripts, command-line tools or credentials: Project Analyze is instructions for the agent only. Its frontmatter pre-approves these tools: Bash, Read, Glob, Grep.
Does Project Analyze 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 Project Analyze safe to install?
Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
What licence does Project Analyze use?
No licence was found for Project Analyze or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Project Analyze use?
About 253 tokens (SKILL.md is roughly 1k 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 Project Analyze?
Skills that share tags, products or a category with Project Analyze: Project Onboarding Guide from Knowledge Graph (Egonex-AI/Understand-Anything, 86k stars), Deepwiki Rs (sopaco/deepwiki-rs, 3.1k stars), Acquire Codebase Knowledge (github/awesome-copilot, 40k stars) and Codex Proxy RS Development Guide (zyycn/codex-proxy-rs, 766 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Project Analyze?
mylukin (a GitHub user) maintains it in mylukin/agent-foreman, which has 250 GitHub stars. The repository holds 5 skills in this directory. The repository was last updated on January 23, 2026.
Source: mylukin/agent-foreman on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.