Asd Ste100
danyuchn/asd-ste100-skill
A skill your agent uses when English text must be parsed without a human to resolve ambiguity — tool descriptions, error messages, inter-agent instructions, system prompts, status reports — and…
Turn any codebase into an explorable interactive graph so a developer can understand it fast.
Install Codegraph
$ npx skills add SylphAI-Inc/skills --skill codegraph -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install SylphAI-Inc/skills codegraph --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/SylphAI-Inc/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/codegraph .claude/skills/codegraph && 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 "codegraph" agent skill from https://github.com/SylphAI-Inc/skills/tree/main/skills/codegraph into .claude/skills/codegraph/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "codegraph", 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/SylphAI-Inc/skills/tree/main/skills/codegraphType 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 SylphAI-Inc/skills --skill codegraph -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install SylphAI-Inc/skills codegraph --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SylphAI-Inc/skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/codegraph .agents/skills/codegraph && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "codegraph" agent skill from https://github.com/SylphAI-Inc/skills/tree/main/skills/codegraph into .agents/skills/codegraph/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "codegraph", 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 SylphAI-Inc/skills --skill codegraph -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install SylphAI-Inc/skills codegraph --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SylphAI-Inc/skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/codegraph .cursor/skills/codegraph && 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 "codegraph" agent skill from https://github.com/SylphAI-Inc/skills/tree/main/skills/codegraph into .cursor/skills/codegraph/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "codegraph", 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/SylphAI-Inc/skills.git --path skills/codegraph--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 SylphAI-Inc/skills --skill codegraph -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install SylphAI-Inc/skills codegraph --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SylphAI-Inc/skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/codegraph .gemini/skills/codegraph && 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 "codegraph" agent skill from https://github.com/SylphAI-Inc/skills/tree/main/skills/codegraph into .gemini/skills/codegraph/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "codegraph", 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 SylphAI-Inc/skills codegraphInstalls 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 SylphAI-Inc/skills --skill codegraph -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/SylphAI-Inc/skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/codegraph .github/skills/codegraph && 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 "codegraph" agent skill from https://github.com/SylphAI-Inc/skills/tree/main/skills/codegraph into .github/skills/codegraph/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "codegraph", 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 SylphAI-Inc/skills --skill codegraph -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install SylphAI-Inc/skills codegraph --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/SylphAI-Inc/skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/codegraph .opencode/skills/codegraph && 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 "codegraph" agent skill from https://github.com/SylphAI-Inc/skills/tree/main/skills/codegraph into .opencode/skills/codegraph/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "codegraph", 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
codegraph- GitHub stars
- 111
- Token cost
- ~3.5k tokens
- SKILL.md length
- 1,753 words
- Files
- 10 (incl. scripts, assets)
- Skills in repo
- 8
- Repo updated
- First seen
- Licence
- None found
At a glance
Turn any codebase into an explorable interactive graph so a developer can understand it fast.
- Works in 3 steps: Scan (always start here) → Enrich (this is your real work) → Render and verify
- Asked to explain
- SKILL.md covers When to Use, Core Design (read this before…, Instructions and What the artifact gives the…, plus 4 more sections
- Runs Python scripts from its folder; calls python3
What it does
Codegraph is an agent skill from SylphAI-Inc/skills. Turn any codebase into an explorable interactive graph so a developer can understand it fast. Deterministic scan (files, imports, symbols, call edges, PageRank importance, architectural layers, dependency cycles, entry points) plus optional AI enrichment (plain-English summaries and guided tours), delivered as ONE self-contained HTML file. Use when asked to explain, map, visualize, diagram, onboard onto, or understand a repository or its architecture.
Its SKILL.md is about 3.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 11 other files, including scripts and assets (for example `README.md`, `README.zh-CN.md` and `scripts/overview.py`).
It sits in Writing & Content, covering Plain language and style rules. The repository describes itself as: Community-shareable skills for AdaL — the automation-first agent harness.
When your agent uses it
- Asked to explain
- Understand a repository
- Its architecture
Example prompts
- “/codegraph”
Requirements
- Python 3
Workflow steps
3 steps, taken from the step headings in SKILL.md.
- Scan (always start here)
- Enrich (this is your real work)
- Render and verify
What it can do on your machine
Read from SKILL.md and the folder at commit 51a5abd. 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
Ships 5 files in scripts/ (Python), which the agent can run.
Shell commands in SKILL.md call:
python3
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
Codegraph loads about 3.5k tokens when it runs. Until then it costs about 116 tokens; SKILL.md has 1,753 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); the scripts in this folder are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 1,753 words (~3,491 tokens).
“Turn a codebase into a map a human can actually read.”
- name
- codegraph
- author
- SylphAI-Inc
- version
- 1.0.0
Files
SKILL.md and 9 other files (scripts, assets) in skills/codegraph of SylphAI-Inc/skills.
- SKILL.md
- README.md
- README.zh-CN.md
- assets/codegraph-adalflow-overview.png
- assets/codegraph-adalflow-starmap.png
- scripts/overview.py
- scripts/render.py
- scripts/scan.py
- scripts/test_codegraph.py
- scripts/viewer.html
Open the folder on GitHubat commit 51a5abd
Compare with similar skills
Codegraph 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 |
|---|---|---|---|---|---|---|
| Codegraph this skillSylphAI-Inc/skills | 111 | — | ~3.5k | Automated safety check: Pass | None | |
| Asd Ste100danyuchn/asd-ste100-skill | 4k | — | ~4.1k | Automated safety check: Pass | MIT | |
| Simple Issue Descriptionevery-app/open-seo | 23k | 1 repos | ~1.2k | Automated safety check: Pass | MIT | |
| Ponytail AuditDietrichGebert/ponytail | 158k | — | ~1.3k | Automated safety check: Pass | MIT | |
| Technical Writing Standardcursor/plugins | 10k | 10 repos | ~2.4k | Automated safety check: Pass | None | |
| Natural Japanese Business Writingcoji/natural-japanese | 1.9k | — | ~2.1k | Automated safety check: Pass | MIT |
Similar skills
Simple Issue Description
every-app/open-seo
Turn a rough bug report, feature request, support note, or pull request into a short, plain-language issue focused on the problem and desired behavior.
Ponytail Audit
DietrichGebert/ponytail
Quality audit of a whole repo: bugs, security holes, what breaks under real load, risky code without tests, slow paths, and what to delete, merge or split.
- Official
Technical Writing Standard
cursor/plugins
Applies four layers of technical-writing rules to docs, RFCs, readmes, PR descriptions and commit messages so a tired engineer follows them on the first read.
Natural Japanese Business Writing
coji/natural-japanese
Writes and edits Japanese business documents so they read clearly and naturally, removes AI-sounding phrasing and can score how AI-like a text reads.
Pgjev
realZachi/pg-jev
Install, configure, query and explain pgjev (the jev PostgreSQL extension that filters, ranks and classifies rows with plain-language conditions via TypeSafe's Jev model).
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Related
Categories
Questions about Codegraph
What does Codegraph do?
Turn any codebase into an explorable interactive graph so a developer can understand it fast. Codegraph is an agent skill from SylphAI-Inc/skills. Turn any codebase into an explorable interactive graph so a developer can understand it fast.
When should I use Codegraph?
Codegraph fits situations like: asked to explain; understand a repository; its architecture.
How do I install Codegraph in Claude Code?
Run `npx skills add SylphAI-Inc/skills --skill codegraph -a claude-code`. Or copy the skill folder (skills/codegraph in SylphAI-Inc/skills) into .claude/skills/codegraph in your project. Claude Code loads it when a task matches its description.
How do I install Codegraph in Codex?
Run `npx skills add SylphAI-Inc/skills --skill codegraph -a codex`. Or copy the skill folder (skills/codegraph in SylphAI-Inc/skills) into .agents/skills/codegraph in your project. Codex loads it when a task matches its description.
Can I use Codegraph 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 SylphAI-Inc/skills --skill codegraph -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/codegraph, .gemini/skills/codegraph, .github/skills/codegraph and .opencode/skills/codegraph in your project.
What does Codegraph need to run?
Going by SKILL.md and its folder, Codegraph needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.
Does Codegraph 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 Codegraph 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Codegraph use?
No licence was found for Codegraph or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Codegraph use?
About 3.5k tokens (SKILL.md is roughly 14k 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 Codegraph?
Skills that share tags, products or a category with Codegraph: Asd Ste100 (danyuchn/asd-ste100-skill, 4k stars), Simple Issue Description (every-app/open-seo, 23k stars), Ponytail Audit (DietrichGebert/ponytail, 158k stars) and Technical Writing Standard (cursor/plugins, 10k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Codegraph?
SylphAI-Inc (a GitHub organization) maintains it in SylphAI-Inc/skills, which has 111 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on September 22, 2026.
Source: SylphAI-Inc/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.