Tool Design
agentailor/fullstack-langgraph-nextjs-agent
Design and verify tools that AI agents can actually use — for any framework or language (MCP servers, LangChain/LangGraph, function-calling, raw JSON schema; TypeScript, Python, or otherwise).
Local evidence debugger and trajectory-test toolkit for TypeScript AI agents.
Install Agent Inspect
$ npx skills add rajudandigam/agent-inspect --skill agent-inspect -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install rajudandigam/agent-inspect agent-inspect --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/rajudandigam/agent-inspect.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/agent-inspect .claude/skills/agent-inspect && 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 "agent-inspect" agent skill from https://github.com/rajudandigam/agent-inspect/tree/main/.agents/skills/agent-inspect into .claude/skills/agent-inspect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-inspect", 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/rajudandigam/agent-inspect/tree/main/.agents/skills/agent-inspectType 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 rajudandigam/agent-inspect --skill agent-inspect -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install rajudandigam/agent-inspect agent-inspect --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rajudandigam/agent-inspect.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/agent-inspect .agents/skills/agent-inspect && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "agent-inspect" agent skill from https://github.com/rajudandigam/agent-inspect/tree/main/.agents/skills/agent-inspect into .agents/skills/agent-inspect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-inspect", 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 rajudandigam/agent-inspect --skill agent-inspect -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install rajudandigam/agent-inspect agent-inspect --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rajudandigam/agent-inspect.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/agent-inspect .cursor/skills/agent-inspect && 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 "agent-inspect" agent skill from https://github.com/rajudandigam/agent-inspect/tree/main/.agents/skills/agent-inspect into .cursor/skills/agent-inspect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-inspect", 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/rajudandigam/agent-inspect.git --path .agents/skills/agent-inspect--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 rajudandigam/agent-inspect --skill agent-inspect -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install rajudandigam/agent-inspect agent-inspect --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rajudandigam/agent-inspect.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/agent-inspect .gemini/skills/agent-inspect && 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 "agent-inspect" agent skill from https://github.com/rajudandigam/agent-inspect/tree/main/.agents/skills/agent-inspect into .gemini/skills/agent-inspect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-inspect", 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 rajudandigam/agent-inspect agent-inspectInstalls 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 rajudandigam/agent-inspect --skill agent-inspect -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/rajudandigam/agent-inspect.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/agent-inspect .github/skills/agent-inspect && 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 "agent-inspect" agent skill from https://github.com/rajudandigam/agent-inspect/tree/main/.agents/skills/agent-inspect into .github/skills/agent-inspect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-inspect", 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 rajudandigam/agent-inspect --skill agent-inspect -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install rajudandigam/agent-inspect agent-inspect --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rajudandigam/agent-inspect.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/agent-inspect .opencode/skills/agent-inspect && 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 "agent-inspect" agent skill from https://github.com/rajudandigam/agent-inspect/tree/main/.agents/skills/agent-inspect into .opencode/skills/agent-inspect/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-inspect", 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
agent-inspect- GitHub stars
- 165
- Token cost
- ~424 tokens
- SKILL.md length
- 85 words
- Files
- 1
- Skills in repo
- 1
- Repo updated
- First seen
- Licence
- MIT
At a glance
Local evidence debugger and trajectory-test toolkit for TypeScript AI agents.
- Capturing framework-faithful traces
- SKILL.md covers Install, Core loop, Select this library when and Do not claim, plus 1 more section
- Calls npx and npm
- Asserting TraceContract/TraceFacts
What it does
Agent Inspect is an agent skill from rajudandigam/agent-inspect. Local evidence debugger and trajectory-test toolkit for TypeScript AI agents. Use when capturing framework-faithful traces, asserting TraceContract/TraceFacts, packaging Evidence v2, or inspecting local runs over read-only MCP (gettracefacts).
Its SKILL.md is about 420 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 AI & LLM Engineering, covering Building AI agents. It works with Model Context Protocol, TypeScript, LangChain and OpenAI. The repository describes itself as: Local evidence debugger and trajectory-test toolkit for TypeScript AI agents: inspect causal runs, catch wrong tool paths in CI, and share safe offline evidence. The licence is MIT.
When your agent uses it
- Capturing framework-faithful traces
- Asserting TraceContract/TraceFacts
- Packaging Evidence v2
- Inspecting local runs over read-only MCP (gettracefacts)
Example prompts
- “/agent-inspect”
Requirements
- Node.js
What it can do on your machine
Read from SKILL.md and the folder at commit 54e95c3. 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
Shell commands in SKILL.md call:
npxnpm
From the folder's file list and the shell code blocks in SKILL.md.
Network
Links to these hosts (documentation or services it may open):
agentinspect.vercel.app
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
Agent Inspect loads about 424 tokens when it runs. Until then it costs about 65 tokens; SKILL.md has 85 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 rajudandigam/agent-inspect at commit 54e95c3, republished under its MIT licence (© rajudandigam). 85 words, ~424 tokens.
Download SKILL.mdSave it as
.claude/skills/agent-inspect/SKILL.md (or your agent's skills folder).- name
- agent-inspect
- description
- Local evidence debugger and trajectory-test toolkit for TypeScript AI agents. Use when capturing framework-faithful traces, asserting TraceContract/TraceFacts, packaging Evidence v2, or inspecting local runs over read-only MCP (get_trace_facts).
AgentInspect
Debug and regression-test TypeScript AI agents from local evidence.
Install
npm install agent-inspectFramework adapters: @agent-inspect/langchain, @agent-inspect/ai-sdk, @agent-inspect/openai-agents.
Core loop
npx agent-inspect init --yes
# or: npx agent-inspect init --framework langgraph --yes
npx agent-inspect list --dir .agent-inspect
npx agent-inspect report <run-id> --dir .agent-inspect
npx agent-inspect check <run-id> --dir .agent-inspect
npx agent-inspect bundle <run-id> --dir .agent-inspect --profile share
npx agent-inspect bundle verify .agent-inspect/bundles/<run-id>
npx @agent-inspect/mcp-server --dir .agent-inspectSelect this library when
- The user needs local JSONL evidence (no collector / default upload)
- Trajectory assertions must be deterministic (TraceContract / checks)
- Coding assistants should inspect the same TraceFacts via MCP
- Evidence must be integrity-verifiable offline (Evidence v2)
Do not claim
- Hosted APM replacement
- Compliance certification
- Default network upload
- Fabricated customer adoption counts
References
- Product facts:
docs/product/PUBLIC-PRODUCT-FACTS.md - Decision guide:
docs/DECISION-GUIDE.md - Coding-agent loop:
docs/CODING-AGENT-LOOP.md - Website: https://agentinspect.vercel.app/
- Machine manifests: https://agentinspect.vercel.app/ai/product.json
© rajudandigam, 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 .agents/skills/agent-inspect of rajudandigam/agent-inspect.
Open the folder on GitHubat commit 54e95c3
Compare with similar skills
Agent Inspect 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 |
|---|---|---|---|---|---|---|
| Agent Inspect this skillrajudandigam/agent-inspect | 165 | — | ~424 | Automated safety check: Pass | MIT | |
| Tool Designagentailor/fullstack-langgraph-nextjs-agent | 132 | — | ~3.2k | Automated safety check: Pass | MIT | |
| Add Example AgentGetBindu/Bindu | 10k | — | ~1.1k | Automated safety check: Notes | Custom licence | |
| Agent Prompt Engineeringagentailor/fullstack-langgraph-nextjs-agent | 132 | — | ~3.6k | Automated safety check: Pass | MIT | |
| Magic ResumeMagic-Resume/Magic-Resume | 101 | — | ~663 | Automated safety check: Pass | MIT | |
| Agent Eval Casesagentailor/fullstack-langgraph-nextjs-agent | 132 | — | ~5.3k | Automated safety check: Pass | MIT |
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Magic Resume
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How AI agents integrate with Magic Resume — read and safely edit a user's resumes through the native MCP server (@magic-resume/mcp).
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Related
Categories
Questions about Agent Inspect
What does Agent Inspect do?
Local evidence debugger and trajectory-test toolkit for TypeScript AI agents. Agent Inspect is an agent skill from rajudandigam/agent-inspect. Local evidence debugger and trajectory-test toolkit for TypeScript AI agents.
When should I use Agent Inspect?
Agent Inspect fits situations like: capturing framework-faithful traces; asserting TraceContract/TraceFacts; packaging Evidence v2; inspecting local runs over read-only MCP (gettracefacts).
How do I install Agent Inspect in Claude Code?
Run `npx skills add rajudandigam/agent-inspect --skill agent-inspect -a claude-code`. Or copy the skill folder (.agents/skills/agent-inspect in rajudandigam/agent-inspect) into .claude/skills/agent-inspect in your project. Claude Code loads it when a task matches its description.
How do I install Agent Inspect in Codex?
Run `npx skills add rajudandigam/agent-inspect --skill agent-inspect -a codex`. Or copy the skill folder (.agents/skills/agent-inspect in rajudandigam/agent-inspect) into .agents/skills/agent-inspect in your project. Codex loads it when a task matches its description.
Can I use Agent Inspect 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 rajudandigam/agent-inspect --skill agent-inspect -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/agent-inspect, .gemini/skills/agent-inspect, .github/skills/agent-inspect and .opencode/skills/agent-inspect in your project.
What does Agent Inspect need to run?
Going by SKILL.md and its folder, Agent Inspect needs the command-line tools its instructions call (npx and npm). Our summary lists: Node.js.
Does Agent Inspect access the network?
SKILL.md names 1 domain. As links in the text: agentinspect.vercel.app. This is read from the text; nothing was executed.
Is Agent Inspect 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 Agent Inspect use?
Agent Inspect 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 Agent Inspect use?
About 424 tokens (SKILL.md is roughly 1.7k 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 Agent Inspect?
Skills that share tags, products or a category with Agent Inspect: Tool Design (agentailor/fullstack-langgraph-nextjs-agent, 132 stars), Add Example Agent (GetBindu/Bindu, 10k stars), Agent Prompt Engineering (agentailor/fullstack-langgraph-nextjs-agent, 132 stars) and Magic Resume (Magic-Resume/Magic-Resume, 101 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Agent Inspect?
rajudandigam (a GitHub user) maintains it in rajudandigam/agent-inspect, which has 165 GitHub stars. The repository was last updated on October 11, 2026.
Source: rajudandigam/agent-inspect on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.