Gograph Go Repository Intelligence
ozgurcd/gograph
Gives an agent working in a Go codebase a structural view through a local MCP server: call graphs, blast-radius and impact analysis, and bounded first-call exploration.
AST-based code search and refactoring via ast-grep MCP. An agent skill from parcadei/Continuous-Claude-v3.
Install Ast Grep Find
$ npx skills add parcadei/Continuous-Claude-v3 --skill ast-grep-find -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install parcadei/Continuous-Claude-v3 ast-grep-find --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/parcadei/Continuous-Claude-v3.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/ast-grep-find .claude/skills/ast-grep-find && 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-find" agent skill from https://github.com/parcadei/Continuous-Claude-v3/tree/main/.claude/skills/ast-grep-find into .claude/skills/ast-grep-find/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ast-grep-find", 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/parcadei/Continuous-Claude-v3/tree/main/.claude/skills/ast-grep-findType 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 parcadei/Continuous-Claude-v3 --skill ast-grep-find -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install parcadei/Continuous-Claude-v3 ast-grep-find --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/parcadei/Continuous-Claude-v3.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/ast-grep-find .agents/skills/ast-grep-find && 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-find" agent skill from https://github.com/parcadei/Continuous-Claude-v3/tree/main/.claude/skills/ast-grep-find into .agents/skills/ast-grep-find/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ast-grep-find", 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 parcadei/Continuous-Claude-v3 --skill ast-grep-find -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install parcadei/Continuous-Claude-v3 ast-grep-find --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/parcadei/Continuous-Claude-v3.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/ast-grep-find .cursor/skills/ast-grep-find && 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-find" agent skill from https://github.com/parcadei/Continuous-Claude-v3/tree/main/.claude/skills/ast-grep-find into .cursor/skills/ast-grep-find/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ast-grep-find", 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/parcadei/Continuous-Claude-v3.git --path .claude/skills/ast-grep-find--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 parcadei/Continuous-Claude-v3 --skill ast-grep-find -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install parcadei/Continuous-Claude-v3 ast-grep-find --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/parcadei/Continuous-Claude-v3.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/ast-grep-find .gemini/skills/ast-grep-find && 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-find" agent skill from https://github.com/parcadei/Continuous-Claude-v3/tree/main/.claude/skills/ast-grep-find into .gemini/skills/ast-grep-find/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ast-grep-find", 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 parcadei/Continuous-Claude-v3 ast-grep-findInstalls 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 parcadei/Continuous-Claude-v3 --skill ast-grep-find -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/parcadei/Continuous-Claude-v3.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/ast-grep-find .github/skills/ast-grep-find && 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-find" agent skill from https://github.com/parcadei/Continuous-Claude-v3/tree/main/.claude/skills/ast-grep-find into .github/skills/ast-grep-find/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ast-grep-find", 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 parcadei/Continuous-Claude-v3 --skill ast-grep-find -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install parcadei/Continuous-Claude-v3 ast-grep-find --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/parcadei/Continuous-Claude-v3.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/ast-grep-find .opencode/skills/ast-grep-find && 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-find" agent skill from https://github.com/parcadei/Continuous-Claude-v3/tree/main/.claude/skills/ast-grep-find into .opencode/skills/ast-grep-find/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ast-grep-find", 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
ast-grep-find- GitHub stars
- 3.9k
- Used in
- 1 other repo
- Token cost
- ~677 tokens
- SKILL.md length
- 160 words
- Files
- 1
- Skills in repo
- 141
- Repo updated
- First seen
- Licence
- MIT
At a glance
AST-based code search and refactoring via ast-grep MCP. An agent skill from parcadei/Continuous-Claude-v3.
- Tasks that involve Refactoring
- SKILL.md covers When to Use, Usage, Parameters and Pattern Syntax, plus 3 more sections
- Calls uv
- Tasks that involve Codebase onboarding
What it does
Ast Grep Find is an agent skill from parcadei/Continuous-Claude-v3. AST-based code search and refactoring via ast-grep MCP
Its SKILL.md is about 680 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 Refactoring and Codebase onboarding. It works with Model Context Protocol. The repository describes itself as: Context management for Claude Code. Hooks maintain state via ledgers and handoffs. MCP execution without context pollution. Agent orchestration with isolated context windows. The licence is MIT.
When your agent uses it
- Tasks that involve Refactoring
- Tasks that involve Codebase onboarding
Example prompts
- “/ast-grep-find”
Requirements
- Python 3
- Pre-approved tools (allowed-tools): Bash, Read
What it can do on your machine
Read from SKILL.md and the folder at commit d07ff4b. 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:
BashRead
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
uv
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use uv, which can reach the network depending on how they are called.
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
Ast Grep Find loads about 677 tokens when it runs. Until then it costs about 17 tokens; SKILL.md has 160 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
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
The full file from parcadei/Continuous-Claude-v3 at commit d07ff4b, republished under its MIT licence (© parcadei). 160 words, ~677 tokens.
Download SKILL.mdSave it as
.claude/skills/ast-grep-find/SKILL.md (or your agent's skills folder).- name
- ast-grep-find
- description
- AST-based code search and refactoring via ast-grep MCP
- allowed-tools
- Bash, Read
AST-Grep Find
Structural code search that understands syntax. Find patterns like function calls, imports, class definitions - not just text.
When to Use
- Find code patterns (ignores strings/comments)
- Search for function calls, class definitions, imports
- Refactor code with AST precision
- Rename variables/functions across codebase
Usage
Search for a pattern
uv run python -m runtime.harness scripts/ast_grep_find.py \
--pattern "import asyncio" --language pythonSearch in specific directory
uv run python -m runtime.harness scripts/ast_grep_find.py \
--pattern "async def \$FUNC(\$\$\$)" --language python --path "./src"Refactor/replace pattern
uv run python -m runtime.harness scripts/ast_grep_find.py \
--pattern "console.log(\$MSG)" --replace "logger.info(\$MSG)" \
--language javascriptDry run (preview changes)
uv run python -m runtime.harness scripts/ast_grep_find.py \
--pattern "print(\$X)" --replace "logger.info(\$X)" \
--language python --dry-runParameters
| Parameter | Description |
|---|---|
--pattern | AST pattern to search (required) |
--language | Language: python, javascript, typescript, go, etc. |
--path | Directory to search (default: .) |
--glob | File glob pattern (e.g., **/*.py) |
--replace | Replacement pattern for refactoring |
--dry-run | Preview changes without applying |
--context | Lines of context (default: 2) |
Pattern Syntax
| Syntax | Meaning |
|---|---|
$NAME | Match single node (variable, expression) |
$$$ | Match multiple nodes (arguments, statements) |
$_ | Match any single node (wildcard) |
Examples
# Find all function definitions
uv run python -m runtime.harness scripts/ast_grep_find.py \
--pattern "def \$FUNC(\$\$\$):" --language python
# Find console.log calls
uv run python -m runtime.harness scripts/ast_grep_find.py \
--pattern "console.log(\$\$\$)" --language javascript
# Replace print with logging
uv run python -m runtime.harness scripts/ast_grep_find.py \
--pattern "print(\$X)" --replace "logging.info(\$X)" \
--language python --dry-runvs morph/warpgrep
| Tool | Best For |
|---|---|
| ast-grep | Structural patterns (understands code syntax) |
| warpgrep | Fast text/regex search (20x faster grep) |
Use ast-grep when you need syntax-aware matching. Use warpgrep for raw speed.
MCP Server Required
Requires ast-grep server in mcp_config.json.
© parcadei, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in .claude/skills/ast-grep-find of parcadei/Continuous-Claude-v3.
Open the folder on GitHubat commit d07ff4b
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in parcadei/Continuous-Claude-v3, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Ast Grep Find 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 Find this skillparcadei/Continuous-Claude-v3 | 3.9k | 1 repos | ~677 | Automated safety check: Notes | MIT | |
| Gograph Go Repository Intelligenceozgurcd/gograph | 229 | — | ~4.8k | Automated safety check: Notes | MIT | |
| Golang Goplscontext-labs/whip | 1.1k | 1 repos | ~2.3k | Automated safety check: Pass | MIT | |
| ast-grep Structural Searchcode-yeongyu/oh-my-openagent | 70k | — | ~3.3k | Automated safety check: Pass | MIT | |
| GitDiagram Repository Overviewahmedkhaleel2004/gitdiagram | 18k | — | ~427 | Automated safety check: Pass | MIT | |
| Explore Codebase with Graphtirth8205/code-review-graph | 32k | 1 repos | ~335 | Automated safety check: Pass | MIT |
Similar skills
Golang Gopls
context-labs/whip
Golang semantic code intelligence via gopls — go-to-definition, references, call hierarchy, symbols, diagnostics, rename, refactors.
ast-grep Structural Search
code-yeongyu/oh-my-openagent
Searches and rewrites code by syntax-tree shape across 25 languages with ast-grep, for codemods, structural queries and YAML lint rules, using a Python wrapper script.
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.
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.
Graph-Guided Safe Refactoring
tirth8205/code-review-graph
Plans a refactor from a code dependency graph, previews renames before applying them and checks that the final impact matches the plan.
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Related
Works with
Categories
Questions about Ast Grep Find
What does Ast Grep Find do?
AST-based code search and refactoring via ast-grep MCP. An agent skill from parcadei/Continuous-Claude-v3. Ast Grep Find is an agent skill from parcadei/Continuous-Claude-v3.
When should I use Ast Grep Find?
Ast Grep Find fits situations like: tasks that involve Refactoring; tasks that involve Codebase onboarding.
How do I install Ast Grep Find in Claude Code?
Run `npx skills add parcadei/Continuous-Claude-v3 --skill ast-grep-find -a claude-code`. Or copy the skill folder (.claude/skills/ast-grep-find in parcadei/Continuous-Claude-v3) into .claude/skills/ast-grep-find in your project. Claude Code loads it when a task matches its description.
How do I install Ast Grep Find in Codex?
Run `npx skills add parcadei/Continuous-Claude-v3 --skill ast-grep-find -a codex`. Or copy the skill folder (.claude/skills/ast-grep-find in parcadei/Continuous-Claude-v3) into .agents/skills/ast-grep-find in your project. Codex loads it when a task matches its description.
Can I use Ast Grep Find 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 parcadei/Continuous-Claude-v3 --skill ast-grep-find -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-find, .gemini/skills/ast-grep-find, .github/skills/ast-grep-find and .opencode/skills/ast-grep-find in your project.
What does Ast Grep Find need to run?
Going by SKILL.md and its folder, Ast Grep Find needs the command-line tools its instructions call (uv). Our summary lists: Python 3. Its frontmatter pre-approves these tools: Bash, Read.
Does Ast Grep Find access the network?
SKILL.md contains no URLs. Its commands use uv, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Ast Grep Find 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 Ast Grep Find use?
Ast Grep Find is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Ast Grep Find use?
About 677 tokens (SKILL.md is roughly 2.7k 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 Ast Grep Find?
Skills that share tags, products or a category with Ast Grep Find: Gograph Go Repository Intelligence (ozgurcd/gograph, 229 stars), Golang Gopls (context-labs/whip, 1.1k stars), ast-grep Structural Search (code-yeongyu/oh-my-openagent, 70k 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 Ast Grep Find?
parcadei (a GitHub user) maintains it in parcadei/Continuous-Claude-v3, which has 3,943 GitHub stars. The repository holds 141 skills in this directory. The repository was last updated on January 26, 2026.
Source: parcadei/Continuous-Claude-v3 on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.