Integration Testing
thedaviddias/Front-End-Checklist
A skill your agent uses when reviewing CI coverage, automated checks, or test strategy related to Write integration tests for key workflows.
Integrate an application's backend with FastClaw cloud agents over the FastClaw API.
Custom licenceAuto-check passed
Install Agent Integration
$ npx skills add fastclaw-ai/fastclaw --skill agent-integration -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install fastclaw-ai/fastclaw agent-integration --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/fastclaw-ai/fastclaw.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/agent-integration .claude/skills/agent-integration && 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-integration" agent skill from https://github.com/fastclaw-ai/fastclaw/tree/dev/skills/agent-integration into .claude/skills/agent-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-integration", 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/fastclaw-ai/fastclaw/tree/dev/skills/agent-integrationType 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 fastclaw-ai/fastclaw --skill agent-integration -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install fastclaw-ai/fastclaw agent-integration --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/fastclaw-ai/fastclaw.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/agent-integration .agents/skills/agent-integration && 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-integration" agent skill from https://github.com/fastclaw-ai/fastclaw/tree/dev/skills/agent-integration into .agents/skills/agent-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-integration", 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 fastclaw-ai/fastclaw --skill agent-integration -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install fastclaw-ai/fastclaw agent-integration --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/fastclaw-ai/fastclaw.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/agent-integration .cursor/skills/agent-integration && 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-integration" agent skill from https://github.com/fastclaw-ai/fastclaw/tree/dev/skills/agent-integration into .cursor/skills/agent-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-integration", 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/fastclaw-ai/fastclaw.git --path skills/agent-integration--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 fastclaw-ai/fastclaw --skill agent-integration -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install fastclaw-ai/fastclaw agent-integration --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/fastclaw-ai/fastclaw.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/agent-integration .gemini/skills/agent-integration && 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-integration" agent skill from https://github.com/fastclaw-ai/fastclaw/tree/dev/skills/agent-integration into .gemini/skills/agent-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-integration", 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 fastclaw-ai/fastclaw agent-integrationInstalls 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 fastclaw-ai/fastclaw --skill agent-integration -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/fastclaw-ai/fastclaw.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/agent-integration .github/skills/agent-integration && 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-integration" agent skill from https://github.com/fastclaw-ai/fastclaw/tree/dev/skills/agent-integration into .github/skills/agent-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-integration", 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 fastclaw-ai/fastclaw --skill agent-integration -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install fastclaw-ai/fastclaw agent-integration --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/fastclaw-ai/fastclaw.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/agent-integration .opencode/skills/agent-integration && 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-integration" agent skill from https://github.com/fastclaw-ai/fastclaw/tree/dev/skills/agent-integration into .opencode/skills/agent-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-integration", 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-integration- GitHub stars
- 1.4k
- Token cost
- ~3.2k tokens
- SKILL.md length
- 1,461 words
- Files
- 1
- Skills in repo
- 9
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Integrate an application's backend with FastClaw cloud agents over the FastClaw API.
- Works in 8 steps: Configure the connection first → Pick the scenario → Scenario A — chat with fixed agents → …
- A project needs to chat with one
- SKILL.md covers 1. Configure the connection…, 2. Pick the scenario, 3. Scenario A — chat with… and 4. Scenario B — manage agents, plus 4 more sections
- Calls curl; needs FASTCLAW_API_KEY
What it does
Agent Integration is an agent skill from fastclaw-ai/fastclaw. Integrate an application's backend with FastClaw cloud agents over the FastClaw API. Use when a project needs to chat with one or more existing FastClaw agents (agent-scope API key), or to create, update, delete and chat with agents on demand (user-scope API key) — e.g. "connect this app to FastClaw", "call my FastClaw agent from the backend", "let each user create their own agent".
Its SKILL.md is about 3.2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: Multi-Agent Framework.
When your agent uses it
- A project needs to chat with one
- More existing FastClaw agents (agent-scope API key)
- Delete and chat with agents on demand (user-scope API key) — e.g
Example prompts
- “connect this app to FastClaw”
- “call my FastClaw agent from the backend”
- “let each user create their own agent”
- “/agent-integration”
Requirements
- A credential in FASTCLAW_API_KEY
Workflow steps
8 steps, taken from the step headings in SKILL.md.
- Configure the connection first
- Pick the scenario
- Scenario A — chat with fixed agents
- Scenario B — manage agents
- Chat (both scenarios) — POST /v1/chat/completions
- Usage and quotas
- Errors
- Checklist
What it can do on your machine
Read from SKILL.md and the folder at commit f401889. 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:
curl
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use curl, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
FASTCLAW_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Agent Integration loads about 3.2k tokens when it runs. Until then it costs about 101 tokens; SKILL.md has 1,461 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 1,461 words (~3,242 tokens).
“FastClaw is an agent runtime. It stores agent configuration, runs the agent loop with its tools and sandbox, keeps sessions and memory, and meters usage. Your application owns everything about its users: sign-in, which user may use which agent, chat…”
- name
- agent-integration
Files
Just SKILL.md in skills/agent-integration of fastclaw-ai/fastclaw.
Open the folder on GitHubat commit f401889
Compare with similar skills
Agent Integration 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 Integration this skillfastclaw-ai/fastclaw | 1.4k | — | ~3.2k | Automated safety check: Pass | Custom licence | |
| Integration Testingthedaviddias/Front-End-Checklist | 74k | — | ~514 | Automated safety check: Pass | MIT | |
| API Integrationsickn33/agentic-awesome-skills | 47k | 1 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Labarchive Integrationdavila7/claude-code-templates | 32k | 10 repos | ~2.3k | Automated safety check: Pass | MIT | |
| Robius Matrix Integrationsickn33/agentic-awesome-skills | 47k | 2 repos | ~3.6k | Automated safety check: Pass | MIT | |
| API Integration Architectsickn33/agentic-awesome-skills | 47k | 1 repos | ~2.3k | Automated safety check: Pass | MIT |
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Questions about Agent Integration
What does Agent Integration do?
Integrate an application's backend with FastClaw cloud agents over the FastClaw API. Agent Integration is an agent skill from fastclaw-ai/fastclaw. Integrate an application's backend with FastClaw cloud agents over the FastClaw API.
When should I use Agent Integration?
Agent Integration fits situations like: A project needs to chat with one; more existing FastClaw agents (agent-scope API key); delete and chat with agents on demand (user-scope API key) — e.g.
How do I install Agent Integration in Claude Code?
Run `npx skills add fastclaw-ai/fastclaw --skill agent-integration -a claude-code`. Or copy the skill folder (skills/agent-integration in fastclaw-ai/fastclaw) into .claude/skills/agent-integration in your project. Claude Code loads it when a task matches its description.
How do I install Agent Integration in Codex?
Run `npx skills add fastclaw-ai/fastclaw --skill agent-integration -a codex`. Or copy the skill folder (skills/agent-integration in fastclaw-ai/fastclaw) into .agents/skills/agent-integration in your project. Codex loads it when a task matches its description.
Can I use Agent Integration 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 fastclaw-ai/fastclaw --skill agent-integration -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-integration, .gemini/skills/agent-integration, .github/skills/agent-integration and .opencode/skills/agent-integration in your project.
What does Agent Integration need to run?
Going by SKILL.md and its folder, Agent Integration needs the command-line tools its instructions call (curl) and credentials named FASTCLAW_API_KEY. Our summary lists: A credential in FASTCLAW_API_KEY.
Does Agent Integration access the network?
SKILL.md contains no URLs. Its commands use curl, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Agent Integration 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 Integration use?
Agent Integration 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 Agent Integration use?
About 3.2k tokens (SKILL.md is roughly 13k 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 Integration?
Skills that share tags, products or a category with Agent Integration: Integration Testing (thedaviddias/Front-End-Checklist, 74k stars), API Integration (sickn33/agentic-awesome-skills, 47k stars), Labarchive Integration (davila7/claude-code-templates, 32k stars) and Robius Matrix Integration (sickn33/agentic-awesome-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Agent Integration?
fastclaw-ai (a GitHub organization) maintains it in fastclaw-ai/fastclaw, which has 1,354 GitHub stars. The repository holds 9 skills in this directory. The repository was last updated on October 6, 2026.
Source: fastclaw-ai/fastclaw on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.