LLM Wiki Knowledge Graph
Egonex-AI/Understand-Anything
Detects a Karpathy-pattern LLM wiki and builds an interactive knowledge graph with entities, implicit relationships and topic clusters.
Run CIAgent regression checks after changing an AI agent's code, prompts, or knowledge base in a repo that has agentcispec.yaml, and interpret the results.
Install Check
$ npx skills add davepoon/buildwithclaude --skill check -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install davepoon/buildwithclaude check --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/davepoon/buildwithclaude.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/ciagent/skills/check .claude/skills/check && 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 "check" agent skill from https://github.com/davepoon/buildwithclaude/tree/main/plugins/ciagent/skills/check into .claude/skills/check/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "check", 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/davepoon/buildwithclaude/tree/main/plugins/ciagent/skills/checkType 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 davepoon/buildwithclaude --skill check -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install davepoon/buildwithclaude check --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/davepoon/buildwithclaude.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/ciagent/skills/check .agents/skills/check && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "check" agent skill from https://github.com/davepoon/buildwithclaude/tree/main/plugins/ciagent/skills/check into .agents/skills/check/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "check", 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 davepoon/buildwithclaude --skill check -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install davepoon/buildwithclaude check --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/davepoon/buildwithclaude.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/ciagent/skills/check .cursor/skills/check && 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 "check" agent skill from https://github.com/davepoon/buildwithclaude/tree/main/plugins/ciagent/skills/check into .cursor/skills/check/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "check", 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/davepoon/buildwithclaude.git --path plugins/ciagent/skills/check--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 davepoon/buildwithclaude --skill check -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install davepoon/buildwithclaude check --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/davepoon/buildwithclaude.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/ciagent/skills/check .gemini/skills/check && 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 "check" agent skill from https://github.com/davepoon/buildwithclaude/tree/main/plugins/ciagent/skills/check into .gemini/skills/check/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "check", 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 davepoon/buildwithclaude checkInstalls 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 davepoon/buildwithclaude --skill check -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/davepoon/buildwithclaude.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/ciagent/skills/check .github/skills/check && 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 "check" agent skill from https://github.com/davepoon/buildwithclaude/tree/main/plugins/ciagent/skills/check into .github/skills/check/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "check", 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 davepoon/buildwithclaude --skill check -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install davepoon/buildwithclaude check --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/davepoon/buildwithclaude.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/ciagent/skills/check .opencode/skills/check && 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 "check" agent skill from https://github.com/davepoon/buildwithclaude/tree/main/plugins/ciagent/skills/check into .opencode/skills/check/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "check", 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
check- GitHub stars
- 3.6k
- Token cost
- ~680 tokens
- SKILL.md length
- 350 words
- Files
- 1
- Skills in repo
- 246
- Repo updated
- First seen
- Licence
- MIT
At a glance
Run CIAgent regression checks after changing an AI agent's code, prompts, or knowledge base in a repo that has agentcispec.yaml, and interpret the results.
- Asks whether the agent still works
- SKILL.md covers Which command, Reading results and Rules
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Tasks that involve Knowledge bases
What it does
Check is an agent skill from davepoon/buildwithclaude. Run CIAgent regression checks after changing an AI agent's code, prompts, or knowledge base in a repo that has agentcispec.yaml, and interpret the results. Use after editing agent logic, before committing agent changes, or when the user asks whether the agent still works.
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 Knowledge Management, covering Knowledge bases. The repository describes itself as: A single hub to find Claude Skills, Agents, Commands, Hooks, Plugins, and Marketplace collections to extend Claude Code, Claude Desktop, Agent SDK and OpenClaw. The licence is MIT.
When your agent uses it
- Asks whether the agent still works
- Tasks that involve Knowledge bases
Example prompts
- “/check”
Requirements
- Pre-approved tools (allowed-tools): Bash(ciagent *)
What it can do on your machine
Read from SKILL.md and the folder at commit 10bfc43. 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(ciagent *)
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
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
Check loads about 680 tokens when it runs. Until then it costs about 70 tokens; SKILL.md has 350 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
The full file from davepoon/buildwithclaude at commit 10bfc43, republished under its MIT licence (© davepoon). 350 words, ~680 tokens.
Download SKILL.mdSave it as
.claude/skills/check/SKILL.md (or your agent's skills folder).- name
- check
- description
- Run CIAgent regression checks after changing an AI agent's code, prompts, or knowledge base in a repo that has agentci_spec.yaml, and interpret the results. Use after editing agent logic, before committing agent changes, or when the user asks whether the agent still works.
- allowed-tools
- Bash(ciagent *)
Run CIAgent checks on this repo's agent
The repo has agentci_spec.yaml (if it does not, use the onboard skill
instead). Your job: run the right check for the change that was just made,
read the result correctly, and never paper over a failure.
Which command
| Situation | Command |
|---|---|
| Spec or wiring changed, or no API keys | ciagent test --mock |
| Agent code / prompt / retrieval changed | ciagent test --yes --format json |
| Result differs from last run, or flakiness suspected | ciagent test --runs 3 --yes |
| Knowledge base changed | ciagent generate-checks --dry-run, review, then apply |
| The LLM judge's verdicts look wrong | ciagent judge-audit |
Live runs (test without --mock, judge-audit, generate-checks) call model
APIs on the user's keys. Mock mode is free. If the user has not already
approved live runs in this session, prefer --mock or ask.
Reading results
Exit codes: 0 pass (including flaky-but-passing), 1 correctness failure
(with --runs N: failed in every run), 2 infra or config error — fix the
setup, not the agent.
With --format json: per-query entries carry layer results (correctness /
path / cost) and the answer text; with --runs N a top-level stability block
lists flipped queries with flip_source.
Flip sources route the work:
agent-variance— the agent's answer changed between runs → fix the agent (prompt, retrieval, temperature).judge-flake— same answer, the LLM judge changed its verdict → fix the eval (tighten the rubric or replace with a deterministic check).infra-error— a judge API call failed → retry; fix nothing.mixed— ambiguous; look at the answers yourself.
Show full SKILL.md (107 more words)Show less
Rules
- A correctness failure means the agent lost a fact it used to state. Fix the agent, or — only if the check itself is factually wrong — fix the check. Never weaken or delete a correct check or baseline to make a run green; report the failure to the user instead.
- After intentionally changing agent behavior, re-record the affected golden:
delete its baseline file and rerun
ciagent bootstrap --runner <runner> --queries <file> --yesfor that query, or update the spec's expectations — with the user's confirmation. - Report results in one or two sentences: score, what failed and in which layer, flip sources if any, and the command you ran.
© davepoon, 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 plugins/ciagent/skills/check of davepoon/buildwithclaude.
Open the folder on GitHubat commit 10bfc43
Compare with similar skills
Check 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 |
|---|---|---|---|---|---|---|
| Check this skilldavepoon/buildwithclaude | 3.6k | — | ~680 | Automated safety check: Pass | MIT | |
| LLM Wiki Knowledge GraphEgonex-AI/Understand-Anything | 85k | 1 repos | ~1.5k | Automated safety check: Pass | MIT | |
| Xhs Virtual Productchenjin-cmd/xhs-virtual-product | 726 | — | ~862 | Automated safety check: Pass | MIT | |
| OpenkbVectifyAI/OpenKB | 4.7k | 1 repos | ~2k | Automated safety check: Warn | Apache-2.0 | |
| Learn From Materialsdmoshehun-prog/learn-from-materials | 902 | — | ~7.9k | Automated safety check: Pass | MIT | |
| Onyx CLIonyx-dot-app/onyx | 32k | 1 repos | ~2.6k | Automated safety check: Pass | Custom licence |
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Xhs Virtual Product
chenjin-cmd/xhs-virtual-product
This skill helps plan, select, produce, and market Xiaohongshu (RED) virtual/digital products — templates, knowledge bases, test tools, study materials.
Openkb
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A skill your agent uses when the user asks about content in their OpenKB knowledge base — research topics, concepts compiled from their documents, cross-document synthesis — or mentions openkb, an…
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Turns books, PDFs, slides and web pages into a source-grounded knowledge base and an interactive learning page in English or Chinese, with quizzes, relationship maps and reusable methodology notes.
Onyx CLI
onyx-dot-app/onyx
Query the Onyx knowledge base using the onyx-cli command. An agent skill from onyx-dot-app/onyx.
LLM Wiki
lewislulu/llm-wiki-skill
Build and maintain a Karpathy-style LLM knowledge base — a self-compiling Obsidian markdown wiki where an Agent ingests raw sources, compiles cross-linked concept/entity/summary pages, answers…
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Related
Categories
Questions about Check
What does Check do?
Run CIAgent regression checks after changing an AI agent's code, prompts, or knowledge base in a repo that has agentcispec.yaml, and interpret the results. Check is an agent skill from davepoon/buildwithclaude.yaml, and interpret the results.
When should I use Check?
Check fits situations like: asks whether the agent still works; tasks that involve Knowledge bases.
How do I install Check in Claude Code?
Run `npx skills add davepoon/buildwithclaude --skill check -a claude-code`. Or copy the skill folder (plugins/ciagent/skills/check in davepoon/buildwithclaude) into .claude/skills/check in your project. Claude Code loads it when a task matches its description.
How do I install Check in Codex?
Run `npx skills add davepoon/buildwithclaude --skill check -a codex`. Or copy the skill folder (plugins/ciagent/skills/check in davepoon/buildwithclaude) into .agents/skills/check in your project. Codex loads it when a task matches its description.
Can I use Check 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 davepoon/buildwithclaude --skill check -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/check, .gemini/skills/check, .github/skills/check and .opencode/skills/check in your project.
What does Check need to run?
SKILL.md names no scripts, command-line tools or credentials: Check is instructions for the agent only. Its frontmatter pre-approves these tools: Bash(ciagent *).
Does Check 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 Check 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 Check use?
Check 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 Check use?
About 680 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 Check?
Skills that share tags, products or a category with Check: LLM Wiki Knowledge Graph (Egonex-AI/Understand-Anything, 85k stars), Xhs Virtual Product (chenjin-cmd/xhs-virtual-product, 726 stars), Openkb (VectifyAI/OpenKB, 4.7k stars) and Learn From Materials (dmoshehun-prog/learn-from-materials, 902 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Check?
davepoon (a GitHub user) maintains it in davepoon/buildwithclaude, which has 3,601 GitHub stars. The repository holds 246 skills in this directory. The repository was last updated on October 6, 2026.
Source: davepoon/buildwithclaude on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.