Codebase Knowledge Graph Q&A
Egonex-AI/Understand-Anything
Answers questions about a codebase by searching a prebuilt knowledge graph of its files, functions, classes and dependencies, not by rereading every source file.
A skill your agent uses when a request in the my-pi-agent repository needs a fast codebase overview before implementation or review: 项目结构速览、代码仓概览、目录地图、先看项目、架构入口梳理、模块边界确认、相关文件定位。
Install Project Structure Overview
$ npx skills add skuramatata/my-pi-agent --skill project-structure-overview -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install skuramatata/my-pi-agent project-structure-overview --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/skuramatata/my-pi-agent.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.opencode/skills/project-structure-overview .claude/skills/project-structure-overview && 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-structure-overview" agent skill from https://github.com/skuramatata/my-pi-agent/tree/main/.opencode/skills/project-structure-overview into .claude/skills/project-structure-overview/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-structure-overview", 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/skuramatata/my-pi-agent/tree/main/.opencode/skills/project-structure-overviewType 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 skuramatata/my-pi-agent --skill project-structure-overview -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install skuramatata/my-pi-agent project-structure-overview --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/skuramatata/my-pi-agent.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.opencode/skills/project-structure-overview .agents/skills/project-structure-overview && 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-structure-overview" agent skill from https://github.com/skuramatata/my-pi-agent/tree/main/.opencode/skills/project-structure-overview into .agents/skills/project-structure-overview/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-structure-overview", 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 skuramatata/my-pi-agent --skill project-structure-overview -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install skuramatata/my-pi-agent project-structure-overview --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/skuramatata/my-pi-agent.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.opencode/skills/project-structure-overview .cursor/skills/project-structure-overview && 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-structure-overview" agent skill from https://github.com/skuramatata/my-pi-agent/tree/main/.opencode/skills/project-structure-overview into .cursor/skills/project-structure-overview/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-structure-overview", 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/skuramatata/my-pi-agent.git --path .opencode/skills/project-structure-overview--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 skuramatata/my-pi-agent --skill project-structure-overview -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install skuramatata/my-pi-agent project-structure-overview --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/skuramatata/my-pi-agent.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.opencode/skills/project-structure-overview .gemini/skills/project-structure-overview && 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-structure-overview" agent skill from https://github.com/skuramatata/my-pi-agent/tree/main/.opencode/skills/project-structure-overview into .gemini/skills/project-structure-overview/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-structure-overview", 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 skuramatata/my-pi-agent project-structure-overviewInstalls 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 skuramatata/my-pi-agent --skill project-structure-overview -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/skuramatata/my-pi-agent.git skills-src && mkdir -p .github/skills && cp -r skills-src/.opencode/skills/project-structure-overview .github/skills/project-structure-overview && 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-structure-overview" agent skill from https://github.com/skuramatata/my-pi-agent/tree/main/.opencode/skills/project-structure-overview into .github/skills/project-structure-overview/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-structure-overview", 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 skuramatata/my-pi-agent --skill project-structure-overview -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install skuramatata/my-pi-agent project-structure-overview --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/skuramatata/my-pi-agent.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.opencode/skills/project-structure-overview .opencode/skills/project-structure-overview && 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-structure-overview" agent skill from https://github.com/skuramatata/my-pi-agent/tree/main/.opencode/skills/project-structure-overview into .opencode/skills/project-structure-overview/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-structure-overview", 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-structure-overview- GitHub stars
- 114
- Token cost
- ~1.1k tokens
- SKILL.md length
- 439 words
- Files
- 1
- Skills in repo
- 24
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when a request in the my-pi-agent repository needs a fast codebase overview before implementation or review: 项目结构速览、代码仓概览、目录地图、先看项目、架构入口梳理、模块边界确认、相关文件定位。
- Works in 4 steps: Start from the high-signal surface. → Identify ownership. → Summarize only the task-relevant area. → …
- A request in the my-pi-agent repository needs a fast codebase overview before implementation
- SKILL.md covers Workflow, Routing Map, Output Contract and Guardrails
- Calls rg
What it does
Project Structure Overview is an agent skill from skuramatata/my-pi-agent. Use when a request in the my-pi-agent repository needs a fast codebase overview before implementation or review: 项目结构速览、代码仓概览、目录地图、先看项目、架构入口梳理、模块边界确认、相关文件定位。
Its SKILL.md is about 1.1k 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 Development, covering Codebase onboarding.
When your agent uses it
- A request in the my-pi-agent repository needs a fast codebase overview before implementation
- Review: 项目结构速览、代码仓概览、目录地图、先看项目、架构入口梳理、模块边界确认、相关文件定位
Example prompts
- “/project-structure-overview”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Start from the high-signal surface.
- Identify ownership.
- Summarize only the task-relevant area.
- End with a working map.
What it can do on your machine
Read from SKILL.md and the folder at commit ed83ff1. 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
Shell commands in SKILL.md call:
rg
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 Structure Overview loads about 1.1k tokens when it runs. Until then it costs about 46 tokens; SKILL.md has 439 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 439 words (~1,146 tokens).
“Use this skill to build a compact mental model of my-pi-agent before planning, coding, reviewing, or debugging.”
- name
- project-structure-overview
Files
Just SKILL.md in .opencode/skills/project-structure-overview of skuramatata/my-pi-agent.
Open the folder on GitHubat commit ed83ff1
Compare with similar skills
Project Structure Overview 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 Structure Overview this skillskuramatata/my-pi-agent | 114 | — | ~1.1k | Automated safety check: Pass | None | |
| Codebase Knowledge Graph Q&AEgonex-AI/Understand-Anything | 86k | — | ~1.2k | Automated safety check: Pass | MIT | |
| Understand ExplainEgonex-AI/Understand-Anything | 86k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Project Onboarding Guide from Knowledge GraphEgonex-AI/Understand-Anything | 86k | — | ~1.2k | Automated safety check: Pass | MIT | |
| GitDiagram Repository Overviewahmedkhaleel2004/gitdiagram | 18k | — | ~427 | Automated safety check: Pass | MIT | |
| Deepwiki Rssopaco/deepwiki-rs | 3.1k | — | ~748 | Automated safety check: Pass | MIT |
Similar skills
Understand Explain
Egonex-AI/Understand-Anything
Gives an in-depth explanation of one file, function or module by reading the project's knowledge graph and checking that the graph is still fresh.
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.
GitDiagram Repository Overview
ahmedkhaleel2004/gitdiagram
Explains the architecture of a public GitHub repository through GitDiagram: how the code is organized, the main components with paths, and a Mermaid diagram.
Deepwiki Rs
sopaco/deepwiki-rs
AI-powered Rust documentation generation engine for comprehensive codebase analysis, C4 architecture diagrams, and automated technical documentation.
Explore Codebase with Graph
tirth8205/code-review-graph
Navigates a codebase through the code-review-graph MCP tools: architecture overview, symbol search, caller and callee tracing, flows and oversized functions.
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Categories
Questions about Project Structure Overview
What does Project Structure Overview do?
A skill your agent uses when a request in the my-pi-agent repository needs a fast codebase overview before implementation or review: 项目结构速览、代码仓概览、目录地图、先看项目、架构入口梳理、模块边界确认、相关文件定位。. Project Structure Overview is an agent skill from skuramatata/my-pi-agent.
When should I use Project Structure Overview?
Project Structure Overview fits situations like: A request in the my-pi-agent repository needs a fast codebase overview before implementation; review: 项目结构速览、代码仓概览、目录地图、先看项目、架构入口梳理、模块边界确认、相关文件定位.
How do I install Project Structure Overview in Claude Code?
Run `npx skills add skuramatata/my-pi-agent --skill project-structure-overview -a claude-code`. Or copy the skill folder (.opencode/skills/project-structure-overview in skuramatata/my-pi-agent) into .claude/skills/project-structure-overview in your project. Claude Code loads it when a task matches its description.
How do I install Project Structure Overview in Codex?
Run `npx skills add skuramatata/my-pi-agent --skill project-structure-overview -a codex`. Or copy the skill folder (.opencode/skills/project-structure-overview in skuramatata/my-pi-agent) into .agents/skills/project-structure-overview in your project. Codex loads it when a task matches its description.
Can I use Project Structure Overview 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 skuramatata/my-pi-agent --skill project-structure-overview -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-structure-overview, .gemini/skills/project-structure-overview, .github/skills/project-structure-overview and .opencode/skills/project-structure-overview in your project.
What does Project Structure Overview need to run?
Going by SKILL.md and its folder, Project Structure Overview needs the command-line tools its instructions call (rg).
Does Project Structure Overview 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 Structure Overview 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 Project Structure Overview use?
No licence was found for Project Structure Overview or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Project Structure Overview use?
About 1.1k tokens (SKILL.md is roughly 4.6k 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 Structure Overview?
Skills that share tags, products or a category with Project Structure Overview: Codebase Knowledge Graph Q&A (Egonex-AI/Understand-Anything, 86k stars), Understand Explain (Egonex-AI/Understand-Anything, 86k stars), Project Onboarding Guide from Knowledge Graph (Egonex-AI/Understand-Anything, 86k stars) and GitDiagram Repository Overview (ahmedkhaleel2004/gitdiagram, 18k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Project Structure Overview?
skuramatata (a GitHub user) maintains it in skuramatata/my-pi-agent, which has 114 GitHub stars. The repository holds 24 skills in this directory. The repository was last updated on July 10, 2026.
Source: skuramatata/my-pi-agent on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.