Agent Inspect
rajudandigam/agent-inspect
Local evidence debugger and trajectory-test toolkit for TypeScript AI agents.
Apply when creating, modifying, refactoring, debugging, testing, or reviewing TypeScript, LangGraph JS, LangChain, provider adapter, tool, MCP, prompt, state, checkpoint, runtime event, or backend…
Install Chat Gun Backend Contract
$ npx skills add HsienW/chat-gun --skill chat-gun-backend-contract -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install HsienW/chat-gun chat-gun-backend-contract --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/HsienW/chat-gun.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/chat-gun-backend-contract .claude/skills/chat-gun-backend-contract && 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 "chat-gun-backend-contract" agent skill from https://github.com/HsienW/chat-gun/tree/master/.agents/skills/chat-gun-backend-contract into .claude/skills/chat-gun-backend-contract/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "chat-gun-backend-contract", 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/HsienW/chat-gun/tree/master/.agents/skills/chat-gun-backend-contractType 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 HsienW/chat-gun --skill chat-gun-backend-contract -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install HsienW/chat-gun chat-gun-backend-contract --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/HsienW/chat-gun.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/chat-gun-backend-contract .agents/skills/chat-gun-backend-contract && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "chat-gun-backend-contract" agent skill from https://github.com/HsienW/chat-gun/tree/master/.agents/skills/chat-gun-backend-contract into .agents/skills/chat-gun-backend-contract/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "chat-gun-backend-contract", 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 HsienW/chat-gun --skill chat-gun-backend-contract -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install HsienW/chat-gun chat-gun-backend-contract --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/HsienW/chat-gun.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/chat-gun-backend-contract .cursor/skills/chat-gun-backend-contract && 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 "chat-gun-backend-contract" agent skill from https://github.com/HsienW/chat-gun/tree/master/.agents/skills/chat-gun-backend-contract into .cursor/skills/chat-gun-backend-contract/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "chat-gun-backend-contract", 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/HsienW/chat-gun.git --path .agents/skills/chat-gun-backend-contract--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 HsienW/chat-gun --skill chat-gun-backend-contract -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install HsienW/chat-gun chat-gun-backend-contract --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/HsienW/chat-gun.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/chat-gun-backend-contract .gemini/skills/chat-gun-backend-contract && 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 "chat-gun-backend-contract" agent skill from https://github.com/HsienW/chat-gun/tree/master/.agents/skills/chat-gun-backend-contract into .gemini/skills/chat-gun-backend-contract/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "chat-gun-backend-contract", 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 HsienW/chat-gun chat-gun-backend-contractInstalls 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 HsienW/chat-gun --skill chat-gun-backend-contract -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/HsienW/chat-gun.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/chat-gun-backend-contract .github/skills/chat-gun-backend-contract && 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 "chat-gun-backend-contract" agent skill from https://github.com/HsienW/chat-gun/tree/master/.agents/skills/chat-gun-backend-contract into .github/skills/chat-gun-backend-contract/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "chat-gun-backend-contract", 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 HsienW/chat-gun --skill chat-gun-backend-contract -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install HsienW/chat-gun chat-gun-backend-contract --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/HsienW/chat-gun.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/chat-gun-backend-contract .opencode/skills/chat-gun-backend-contract && 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 "chat-gun-backend-contract" agent skill from https://github.com/HsienW/chat-gun/tree/master/.agents/skills/chat-gun-backend-contract into .opencode/skills/chat-gun-backend-contract/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "chat-gun-backend-contract", 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
chat-gun-backend-contract- GitHub stars
- 143
- Token cost
- ~2.1k tokens
- SKILL.md length
- 987 words
- Files
- 1
- Skills in repo
- 8
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Apply when creating, modifying, refactoring, debugging, testing, or reviewing TypeScript, LangGraph JS, LangChain, provider adapter, tool, MCP, prompt, state, checkpoint, runtime event, or backend…
- Works in 6 steps: Approved OpenSpec proposal, specs,… → Root AGENTS.md → backend/AGENTS.md → …
- Tasks that involve Building AI agents
- SKILL.md covers Instruction precedence, Existing stack must be preserved, Legacy-code policy and Skill routing, plus 9 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Chat Gun Backend Contract is an agent skill from HsienW/chat-gun. Apply when creating, modifying, refactoring, debugging, testing, or reviewing TypeScript, LangGraph JS, LangChain, provider adapter, tool, MCP, prompt, state, checkpoint, runtime event, or backend code under backend/ in chat-gun.
Its SKILL.md is about 2.1k 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 LangGraph, Model Context Protocol, TypeScript and LangChain. The repository describes itself as: 🤖 A full-stack Agent Chat Runtime for pre-production validation, built with act, TypeScript, and LangGraph JS combining streaming, multimodal, HITL, and tools with durable…
When your agent uses it
- Tasks that involve Building AI agents
Example prompts
- “/chat-gun-backend-contract”
Requirements
- Node.js
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Approved OpenSpec proposal, specs, design, and tasks
- Root AGENTS.md
- backend/AGENTS.md
- Existing public contracts, tests, and accepted runtime behavior
- This skill
- External general-purpose skills
What it can do on your machine
Read from SKILL.md and the folder at commit 4569cb0. 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
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
Chat Gun Backend Contract loads about 2.1k tokens when it runs. Until then it costs about 64 tokens; SKILL.md has 987 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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 987 words (~2,122 tokens).
- name
- chat-gun-backend-contract
Files
Just SKILL.md in .agents/skills/chat-gun-backend-contract of HsienW/chat-gun.
Open the folder on GitHubat commit 4569cb0
Compare with similar skills
Chat Gun Backend Contract 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 |
|---|---|---|---|---|---|---|
| Chat Gun Backend Contract this skillHsienW/chat-gun | 143 | — | ~2.1k | Automated safety check: Pass | Custom licence | |
| Agent Inspectrajudandigam/agent-inspect | 165 | — | ~424 | Automated safety check: Pass | MIT | |
| Tool Designagentailor/fullstack-langgraph-nextjs-agent | 132 | — | ~3.2k | Automated safety check: Pass | MIT | |
| Magic ResumeMagic-Resume/Magic-Resume | 101 | — | ~663 | Automated safety check: Pass | MIT | |
| Add Example AgentGetBindu/Bindu | 10k | — | ~1.1k | Automated safety check: Notes | Custom licence | |
| Failproof AI SDK IntegrationFailproofAI/failproofai | 5.3k | — | ~6k | Automated safety check: Pass | Custom licence |
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Magic Resume
Magic-Resume/Magic-Resume
How AI agents integrate with Magic Resume — read and safely edit a user's resumes through the native MCP server (@magic-resume/mcp).
Add Example Agent
GetBindu/Bindu
Add a new self-contained example agent under examples/. An agent skill from GetBindu/Bindu.
Failproof AI SDK Integration
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Helps instrument a custom Python or TypeScript agent to record events for Failproof AI, verify what gets written, and run an evaluator worker that scores the runs.
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A Chinese-language guide and reference for building agents with LangGraph 1.0, from a first ReAct agent through middleware, memory, MCP, RAG and web search.
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Related
Categories
Questions about Chat Gun Backend Contract
What does Chat Gun Backend Contract do?
Apply when creating, modifying, refactoring, debugging, testing, or reviewing TypeScript, LangGraph JS, LangChain, provider adapter, tool, MCP, prompt, state, checkpoint, runtime event, or backend…. Chat Gun Backend Contract is an agent skill from HsienW/chat-gun. Apply when creating, modifying, refactoring, debugging, testing, or reviewing TypeScript, LangGraph JS, LangChain, provider adapter, tool, MCP, prompt, state, checkpoint, runtime event, or backend code under backend/ in chat-gun.
When should I use Chat Gun Backend Contract?
Chat Gun Backend Contract fits situations like: tasks that involve Building AI agents.
How do I install Chat Gun Backend Contract in Claude Code?
Run `npx skills add HsienW/chat-gun --skill chat-gun-backend-contract -a claude-code`. Or copy the skill folder (.agents/skills/chat-gun-backend-contract in HsienW/chat-gun) into .claude/skills/chat-gun-backend-contract in your project. Claude Code loads it when a task matches its description.
How do I install Chat Gun Backend Contract in Codex?
Run `npx skills add HsienW/chat-gun --skill chat-gun-backend-contract -a codex`. Or copy the skill folder (.agents/skills/chat-gun-backend-contract in HsienW/chat-gun) into .agents/skills/chat-gun-backend-contract in your project. Codex loads it when a task matches its description.
Can I use Chat Gun Backend Contract 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 HsienW/chat-gun --skill chat-gun-backend-contract -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/chat-gun-backend-contract, .gemini/skills/chat-gun-backend-contract, .github/skills/chat-gun-backend-contract and .opencode/skills/chat-gun-backend-contract in your project.
What does Chat Gun Backend Contract need to run?
SKILL.md names no scripts, command-line tools or credentials: Chat Gun Backend Contract is instructions for the agent only. Our summary lists: Node.js.
Does Chat Gun Backend Contract 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 Chat Gun Backend Contract 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 Chat Gun Backend Contract use?
Chat Gun Backend Contract has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Chat Gun Backend Contract use?
About 2.1k tokens (SKILL.md is roughly 8.5k 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 Chat Gun Backend Contract?
Skills that share tags, products or a category with Chat Gun Backend Contract: Agent Inspect (rajudandigam/agent-inspect, 165 stars), Tool Design (agentailor/fullstack-langgraph-nextjs-agent, 132 stars), Magic Resume (Magic-Resume/Magic-Resume, 101 stars) and Add Example Agent (GetBindu/Bindu, 10k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Chat Gun Backend Contract?
HsienW (a GitHub user) maintains it in HsienW/chat-gun, which has 143 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on October 4, 2026.
Source: HsienW/chat-gun on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.