Dependency Scanning
sickn33/agentic-awesome-skills
Scan package dependencies for known vulnerabilities using Snyk, Dependabot, and OWASP Dependency-Check.
Query code graph database for function callers, callees, dependencies, and dead code in CubeOS and MeshSat repos.
No licenceAuto-check: notes
Install Codegraph Lookup
$ npx skills add papadopouloskyriakos/agentic-chatops --skill codegraph-lookup -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install papadopouloskyriakos/agentic-chatops codegraph-lookup --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/papadopouloskyriakos/agentic-chatops.git skills-src && mkdir -p .claude/skills && cp -r skills-src/openclaw/skills/codegraph-lookup .claude/skills/codegraph-lookup && 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-lookup" agent skill from https://github.com/papadopouloskyriakos/agentic-chatops/tree/main/openclaw/skills/codegraph-lookup into .claude/skills/codegraph-lookup/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "codegraph-lookup", 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/papadopouloskyriakos/agentic-chatops/tree/main/openclaw/skills/codegraph-lookupType 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 papadopouloskyriakos/agentic-chatops --skill codegraph-lookup -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install papadopouloskyriakos/agentic-chatops codegraph-lookup --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/papadopouloskyriakos/agentic-chatops.git skills-src && mkdir -p .agents/skills && cp -r skills-src/openclaw/skills/codegraph-lookup .agents/skills/codegraph-lookup && 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-lookup" agent skill from https://github.com/papadopouloskyriakos/agentic-chatops/tree/main/openclaw/skills/codegraph-lookup into .agents/skills/codegraph-lookup/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "codegraph-lookup", 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 papadopouloskyriakos/agentic-chatops --skill codegraph-lookup -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install papadopouloskyriakos/agentic-chatops codegraph-lookup --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/papadopouloskyriakos/agentic-chatops.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/openclaw/skills/codegraph-lookup .cursor/skills/codegraph-lookup && 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-lookup" agent skill from https://github.com/papadopouloskyriakos/agentic-chatops/tree/main/openclaw/skills/codegraph-lookup into .cursor/skills/codegraph-lookup/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "codegraph-lookup", 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/papadopouloskyriakos/agentic-chatops.git --path openclaw/skills/codegraph-lookup--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 papadopouloskyriakos/agentic-chatops --skill codegraph-lookup -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install papadopouloskyriakos/agentic-chatops codegraph-lookup --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/papadopouloskyriakos/agentic-chatops.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/openclaw/skills/codegraph-lookup .gemini/skills/codegraph-lookup && 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-lookup" agent skill from https://github.com/papadopouloskyriakos/agentic-chatops/tree/main/openclaw/skills/codegraph-lookup into .gemini/skills/codegraph-lookup/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "codegraph-lookup", 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 papadopouloskyriakos/agentic-chatops codegraph-lookupInstalls 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 papadopouloskyriakos/agentic-chatops --skill codegraph-lookup -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/papadopouloskyriakos/agentic-chatops.git skills-src && mkdir -p .github/skills && cp -r skills-src/openclaw/skills/codegraph-lookup .github/skills/codegraph-lookup && 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-lookup" agent skill from https://github.com/papadopouloskyriakos/agentic-chatops/tree/main/openclaw/skills/codegraph-lookup into .github/skills/codegraph-lookup/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "codegraph-lookup", 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 papadopouloskyriakos/agentic-chatops --skill codegraph-lookup -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install papadopouloskyriakos/agentic-chatops codegraph-lookup --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/papadopouloskyriakos/agentic-chatops.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/openclaw/skills/codegraph-lookup .opencode/skills/codegraph-lookup && 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-lookup" agent skill from https://github.com/papadopouloskyriakos/agentic-chatops/tree/main/openclaw/skills/codegraph-lookup into .opencode/skills/codegraph-lookup/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "codegraph-lookup", 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-lookup- GitHub stars
- 107
- Token cost
- ~253 tokens
- SKILL.md length
- 87 words
- Files
- 2
- Skills in repo
- 17
- Repo updated
- First seen
- Licence
- None found
At a glance
Query code graph database for function callers, callees, dependencies, and dead code in CubeOS and MeshSat repos.
- Works in 3 steps: Data can be up to 2h stale (reindex runs… → CGC parses Go and Python. Kotlin… → If CGC returns 0 results, the code may…
- SKILL.md covers WHEN to use, HOW to use and RULES
- Runs Shell scripts from its folder
What it does
Codegraph Lookup is an agent skill from papadopouloskyriakos/agentic-chatops. Query code graph database for function callers, callees, dependencies, and dead code in CubeOS and MeshSat repos.
Its SKILL.md is about 250 tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `codegraph-lookup.sh`).
The repository describes itself as: 3-tier agentic ChatOps (n8n + GPT-4o + Claude Code) implementing all 21 patterns from "Agentic Design Patterns" — solo operator managing 137 devices.
Example prompts
- “/codegraph-lookup”
Requirements
- A Bash shell
- Pre-approved tools (allowed-tools): Bash
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- Data can be up to 2h stale (reindex runs every 2h).
- CGC parses Go and Python. Kotlin (MeshSat Android) has limited coverage.
- If CGC returns 0 results, the code may exist but not be indexed yet — fall back to Grep.
What it can do on your machine
Read from SKILL.md and the folder at commit 473f057. 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:
Bash
From allowed-tools in the SKILL.md frontmatter.
Runs code
Ships script files (Shell), which the agent can run.
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 Lookup loads about 253 tokens when it runs. Until then it costs about 33 tokens; SKILL.md has 87 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
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 87 words (~253 tokens).
“Query the code graph database (Neo4j) for code relationships.”
- name
- codegraph-lookup
- allowed-tools
- Bash
Files
SKILL.md and 1 other file in openclaw/skills/codegraph-lookup of papadopouloskyriakos/agentic-chatops.
- SKILL.md
- codegraph-lookup.sh
Open the folder on GitHubat commit 473f057
Compare with similar skills
Codegraph Lookup 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 Lookup this skillpapadopouloskyriakos/agentic-chatops | 107 | — | ~253 | Automated safety check: Notes | None | |
| Dependency Scanningsickn33/agentic-awesome-skills | 47k | 1 repos | ~2.4k | Automated safety check: Pass | MIT | |
| Dependency Checkruvnet/ruflo | 74k | — | ~258 | Automated safety check: Pass | MIT | |
| CodeScope Codebase Graph AnalysisQwenLM/qwen-code | 28k | 1 repos | ~9.3k | Automated safety check: Pass | Apache-2.0 | |
| Graphagenticnotetaking/arscontexta | 3.5k | 1 repos | ~4.9k | Automated safety check: Notes | MIT | |
| Bigquery Graphgoogle/adk-python | 22k | — | ~4.8k | Automated safety check: Pass | Apache-2.0 |
Similar skills
Dependency Check
ruvnet/ruflo
Scan project dependencies for known vulnerabilities and CVEs.
CodeScope Codebase Graph Analysis
QwenLM/qwen-code
Answers questions about code structure, history, bugs and PR risk using a CodeScope knowledge graph and semantic index built from the repository.
Graph
agenticnotetaking/arscontexta
Interactive knowledge graph analysis. An agent skill from agenticnotetaking/arscontexta.
- Official
Bigquery Graph
google/adk-python
Skill for Graph Query Language (GQL) or SQL/PGQ queries against a property graph.
Dependency Update
codewhale-hq/Codewhale
Read release notes/changelogs, update a defined dependency scope, handle breaking changes, and verify.
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Playbook Lookup
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Questions about Codegraph Lookup
What does Codegraph Lookup do?
Query code graph database for function callers, callees, dependencies, and dead code in CubeOS and MeshSat repos. Codegraph Lookup is an agent skill from papadopouloskyriakos/agentic-chatops. Query code graph database for function callers, callees, dependencies, and dead code in CubeOS and MeshSat repos.
How do I install Codegraph Lookup in Claude Code?
Run `npx skills add papadopouloskyriakos/agentic-chatops --skill codegraph-lookup -a claude-code`. Or copy the skill folder (openclaw/skills/codegraph-lookup in papadopouloskyriakos/agentic-chatops) into .claude/skills/codegraph-lookup in your project. Claude Code loads it when a task matches its description.
How do I install Codegraph Lookup in Codex?
Run `npx skills add papadopouloskyriakos/agentic-chatops --skill codegraph-lookup -a codex`. Or copy the skill folder (openclaw/skills/codegraph-lookup in papadopouloskyriakos/agentic-chatops) into .agents/skills/codegraph-lookup in your project. Codex loads it when a task matches its description.
Can I use Codegraph Lookup 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 papadopouloskyriakos/agentic-chatops --skill codegraph-lookup -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-lookup, .gemini/skills/codegraph-lookup, .github/skills/codegraph-lookup and .opencode/skills/codegraph-lookup in your project.
What does Codegraph Lookup need to run?
Going by SKILL.md and its folder, Codegraph Lookup needs a shell for the scripts in its folder. Our summary lists: A Bash shell. Its frontmatter pre-approves these tools: Bash.
Does Codegraph Lookup 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 Lookup 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 Codegraph Lookup use?
No licence was found for Codegraph Lookup or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Codegraph Lookup 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 Codegraph Lookup?
Skills that share tags, products or a category with Codegraph Lookup: Dependency Scanning (sickn33/agentic-awesome-skills, 47k stars), Dependency Check (ruvnet/ruflo, 74k stars), CodeScope Codebase Graph Analysis (QwenLM/qwen-code, 28k stars) and Graph (agenticnotetaking/arscontexta, 3.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Codegraph Lookup?
papadopouloskyriakos (a GitHub user) maintains it in papadopouloskyriakos/agentic-chatops, which has 107 GitHub stars. The repository holds 17 skills in this directory. The repository was last updated on October 6, 2026.
Source: papadopouloskyriakos/agentic-chatops on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.