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.
Structural code search via ast-grep — use when code shape and element relationships matter, not just text.
$ npx skills add poteto/noodle --skill ast-grep -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install poteto/noodle ast-grep --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/poteto/noodle.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/ast-grep .claude/skills/ast-grep && 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 "ast-grep" agent skill from https://github.com/poteto/noodle/tree/main/.agents/skills/ast-grep into .claude/skills/ast-grep/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ast-grep", 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/poteto/noodle/tree/main/.agents/skills/ast-grepType 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 poteto/noodle --skill ast-grep -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install poteto/noodle ast-grep --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/poteto/noodle.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/ast-grep .agents/skills/ast-grep && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ast-grep" agent skill from https://github.com/poteto/noodle/tree/main/.agents/skills/ast-grep into .agents/skills/ast-grep/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ast-grep", 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 poteto/noodle --skill ast-grep -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install poteto/noodle ast-grep --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/poteto/noodle.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/ast-grep .cursor/skills/ast-grep && 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 "ast-grep" agent skill from https://github.com/poteto/noodle/tree/main/.agents/skills/ast-grep into .cursor/skills/ast-grep/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ast-grep", 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/poteto/noodle.git --path .agents/skills/ast-grep--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 poteto/noodle --skill ast-grep -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install poteto/noodle ast-grep --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/poteto/noodle.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/ast-grep .gemini/skills/ast-grep && 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 "ast-grep" agent skill from https://github.com/poteto/noodle/tree/main/.agents/skills/ast-grep into .gemini/skills/ast-grep/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ast-grep", 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 poteto/noodle ast-grepInstalls 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 poteto/noodle --skill ast-grep -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/poteto/noodle.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/ast-grep .github/skills/ast-grep && 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 "ast-grep" agent skill from https://github.com/poteto/noodle/tree/main/.agents/skills/ast-grep into .github/skills/ast-grep/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ast-grep", 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 poteto/noodle --skill ast-grep -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install poteto/noodle ast-grep --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/poteto/noodle.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/ast-grep .opencode/skills/ast-grep && 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 "ast-grep" agent skill from https://github.com/poteto/noodle/tree/main/.agents/skills/ast-grep into .opencode/skills/ast-grep/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ast-grep", 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.
ast-grepStructural code search via ast-grep — use when code shape and element relationships matter, not just text.
Ast Grep is an agent skill from poteto/noodle. Structural code search via ast-grep — use when code shape and element relationships matter, not just text. E.g., "find async functions without error handling", "refactor foo(a, b) to foo({ a, b })". Use Grep for simple name lookups.
Its SKILL.md is about 530 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/rule_reference.md`).
It sits in Development, covering Codebase onboarding. The repository describes itself as: Orchestrate agents using skills. The licence is MIT.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 82d2921. 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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are bash and yaml).
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.
Ast Grep loads about 531 tokens when it runs, and up to ~3.8k if it reads all its reference files. Until then it costs about 60 tokens; SKILL.md has 156 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 poteto/noodle at commit 82d2921, republished under its MIT licence (© poteto). 156 words, ~531 tokens.
.claude/skills/ast-grep/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.pattern, escalate to kind + has/inside if needed)--stdin before searching the codebasestopBy: end on relational rulesWithout it, has/inside stop at the first non-matching node instead of traversing the full subtree:
# WRONG — will miss deeply nested matches
has:
pattern: await $EXPR
# RIGHT
has:
pattern: await $EXPR
stopBy: end$VAR gets interpreted by the shell. Either escape or single-quote:
# Double-quoted: escape with backslash
ast-grep scan --inline-rules "id: test
language: javascript
rule:
pattern: await \$EXPR" .
# Single-quoted: no escaping needed
ast-grep scan --inline-rules 'id: test
language: javascript
rule:
pattern: await $EXPR' .These don't work: obj.on$EVENT, "Hello $WORLD", a $OP b, $jq
Use $$OP for unnamed nodes (operators, punctuation). Use $$$ARGS for zero-or-more nodes.
echo "async function test() { await fetch(); }" | ast-grep scan --inline-rules 'id: test
language: javascript
rule:
kind: function_declaration
has:
pattern: await $EXPR
stopBy: end' --stdinWhen rules don't match, inspect the AST to find correct kind values:
ast-grep run --pattern 'your code here' --lang javascript --debug-query=cstFormats: cst (all nodes), ast (named only), pattern (how ast-grep sees your pattern).
See references/rule_reference.md for the full rule reference (atomic, relational, composite rules, and metavariables).
© poteto, 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 .agents/skills/ast-grep of poteto/noodle.
Open the folder on GitHubat commit 82d2921
Ast Grep 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 |
|---|---|---|---|---|---|---|
| Ast Grep this skillpoteto/noodle | 437 | — | ~531 | Automated safety check: Pass | MIT | |
| Codebase Knowledge Graph Q&AEgonex-AI/Understand-Anything | 86k | 1 repos | ~1.2k | Automated safety check: Pass | MIT | |
| Understand ExplainEgonex-AI/Understand-Anything | 86k | 1 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Repomix Codebase Exploreryamadashy/repomix | 29k | 1 repos | ~2.7k | Automated safety check: Pass | MIT | |
| Code Graph Mermaid Diagramstrailofbits/skills | 7.4k | 1 repos | ~1.7k | Automated safety check: Pass | CC-BY-SA-4.0 | |
| Project Onboarding Guide from Knowledge GraphEgonex-AI/Understand-Anything | 86k | — | ~1.2k | Automated safety check: Pass | MIT |
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.
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.
yamadashy/repomix
Packs a local or remote repository into a single AI-friendly file with the Repomix CLI, then reads and searches that output to explain structure, find patterns or report metrics.
trailofbits/skills
Generates Mermaid diagrams from Trailmark code graphs, including call graphs, class hierarchies, module dependency maps, complexity heatmaps and attack surface data flows.
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.
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.
poteto/noodle
Audit and evolve the brain vault — prune outdated content, discover cross-cutting principles, review skills for structural encoding opportunities.
poteto/noodle
Mine past Claude Code and Codex conversations for uncaptured patterns, corrections, and knowledge.
poteto/noodle
Implementation methodology for executing tasks. An agent skill from poteto/noodle.
poteto/noodle
Operate the Noodle CLI — explain commands, find flags, create/edit .noodle.toml config.
poteto/noodle
Systematic planning for medium-to-large tasks. An agent skill from poteto/noodle.
poteto/noodle
Post-cook quality gate. An agent skill from poteto/noodle.
Categories
Structural code search via ast-grep — use when code shape and element relationships matter, not just text. Ast Grep is an agent skill from poteto/noodle. Structural code search via ast-grep — use when code shape and element relationships matter, not just text.
Ast Grep fits situations like: code shape and element relationships matter; tasks that involve Codebase onboarding.
Run `npx skills add poteto/noodle --skill ast-grep -a claude-code`. Or copy the skill folder (.agents/skills/ast-grep in poteto/noodle) into .claude/skills/ast-grep in your project. Claude Code loads it when a task matches its description.
Run `npx skills add poteto/noodle --skill ast-grep -a codex`. Or copy the skill folder (.agents/skills/ast-grep in poteto/noodle) into .agents/skills/ast-grep 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 poteto/noodle --skill ast-grep -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ast-grep, .gemini/skills/ast-grep, .github/skills/ast-grep and .opencode/skills/ast-grep in your project.
SKILL.md names no scripts, command-line tools or credentials: Ast Grep is instructions for the agent only.
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.
Ast Grep is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 531 tokens (SKILL.md is roughly 2.1k 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 3.3k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Ast Grep: Codebase Knowledge Graph Q&A (Egonex-AI/Understand-Anything, 86k stars), Understand Explain (Egonex-AI/Understand-Anything, 86k stars), Repomix Codebase Explorer (yamadashy/repomix, 29k stars) and Code Graph Mermaid Diagrams (trailofbits/skills, 7.4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
poteto (a GitHub user) maintains it in poteto/noodle, which has 437 GitHub stars. The repository holds 26 skills in this directory. The repository was last updated on March 19, 2026.
Source: poteto/noodle on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.