Bootstrapping Agent
airbytehq/airbyte-agent-sdk
Wires up an Airbyte connector for use in a PydanticAI, Claude SDK, or other agent.
Wires up an Airbyte connector for use in a PydanticAI or Claude SDK agent.
Install Bootstrapping Agent
$ npx skills add Kilo-Org/kilo-marketplace --skill bootstrapping-agent -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Kilo-Org/kilo-marketplace bootstrapping-agent --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/Kilo-Org/kilo-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/bootstrapping-agent .claude/skills/bootstrapping-agent && 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 "bootstrapping-agent" agent skill from https://github.com/Kilo-Org/kilo-marketplace/tree/main/skills/bootstrapping-agent into .claude/skills/bootstrapping-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bootstrapping-agent", 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/Kilo-Org/kilo-marketplace/tree/main/skills/bootstrapping-agentType 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 Kilo-Org/kilo-marketplace --skill bootstrapping-agent -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Kilo-Org/kilo-marketplace bootstrapping-agent --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Kilo-Org/kilo-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/bootstrapping-agent .agents/skills/bootstrapping-agent && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "bootstrapping-agent" agent skill from https://github.com/Kilo-Org/kilo-marketplace/tree/main/skills/bootstrapping-agent into .agents/skills/bootstrapping-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bootstrapping-agent", 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 Kilo-Org/kilo-marketplace --skill bootstrapping-agent -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Kilo-Org/kilo-marketplace bootstrapping-agent --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Kilo-Org/kilo-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/bootstrapping-agent .cursor/skills/bootstrapping-agent && 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 "bootstrapping-agent" agent skill from https://github.com/Kilo-Org/kilo-marketplace/tree/main/skills/bootstrapping-agent into .cursor/skills/bootstrapping-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bootstrapping-agent", 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/Kilo-Org/kilo-marketplace.git --path skills/bootstrapping-agent--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 Kilo-Org/kilo-marketplace --skill bootstrapping-agent -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Kilo-Org/kilo-marketplace bootstrapping-agent --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Kilo-Org/kilo-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/bootstrapping-agent .gemini/skills/bootstrapping-agent && 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 "bootstrapping-agent" agent skill from https://github.com/Kilo-Org/kilo-marketplace/tree/main/skills/bootstrapping-agent into .gemini/skills/bootstrapping-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bootstrapping-agent", 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 Kilo-Org/kilo-marketplace bootstrapping-agentInstalls 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 Kilo-Org/kilo-marketplace --skill bootstrapping-agent -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Kilo-Org/kilo-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/bootstrapping-agent .github/skills/bootstrapping-agent && 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 "bootstrapping-agent" agent skill from https://github.com/Kilo-Org/kilo-marketplace/tree/main/skills/bootstrapping-agent into .github/skills/bootstrapping-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bootstrapping-agent", 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 Kilo-Org/kilo-marketplace --skill bootstrapping-agent -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Kilo-Org/kilo-marketplace bootstrapping-agent --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Kilo-Org/kilo-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/bootstrapping-agent .opencode/skills/bootstrapping-agent && 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 "bootstrapping-agent" agent skill from https://github.com/Kilo-Org/kilo-marketplace/tree/main/skills/bootstrapping-agent into .opencode/skills/bootstrapping-agent/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "bootstrapping-agent", 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
bootstrapping-agent- GitHub stars
- 190
- Token cost
- ~1k tokens
- SKILL.md length
- 208 words
- Files
- 3
- Skills in repo
- 85
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Wires up an Airbyte connector for use in a PydanticAI or Claude SDK agent.
- Adding a connector to an agent
- SKILL.md covers Install the SDK, Core Pattern (PydanticAI), Decorator Stacking and Verify the Setup, plus 4 more sections
- Calls uv; needs AIRBYTE_CLIENT_SECRET
- Setting up a new agent with a connector
What it does
Bootstrapping Agent is an agent skill from Kilo-Org/kilo-marketplace. Wires up an Airbyte connector for use in a PydanticAI or Claude SDK agent. Generates auth config, connector initialization, and toolutils-decorated tool function. Use when adding a connector to an agent or setting up a new agent with a connector.
Its SKILL.md is about 1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files (for example `agents/openai.yaml`).
It sits in AI & LLM Engineering. It works with Airbyte, Anthropic API and Pydantic AI. The repository describes itself as: Kilo Marketplace - A curated collection of Skills, MCP Servers, and Modes for enhancing AI agent capabilities across the Kilo ecosystem—including Kilo Code (VS Code extension)…
When your agent uses it
- Adding a connector to an agent
- Setting up a new agent with a connector
Example prompts
- “Use the bootstrapping-agent skill to wire up an Airbyte connector for use in a PydanticAI or Claude SDK agent”
- “/bootstrapping-agent”
Requirements
- Python 3
- A credential in AIRBYTE_CLIENT_SECRET
What it can do on your machine
Read from SKILL.md and the folder at commit ff51758. 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:
uv
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use uv, 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:
AIRBYTE_CLIENT_SECRET
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Bootstrapping Agent loads about 1k tokens when it runs. Until then it costs about 67 tokens; SKILL.md has 208 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.
- NoteMentions a .env fileSKILL.md:109
The developer needs these in their `.env`:
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 208 words (~1,045 tokens).
“The single airbyte-agent-sdk package ships every typed connector. Import them from airbyte_agent_sdk.connectors.{slug}. tool_utils, list_entities(), and entity_schema() are only available on typed connectors.”
- name
- bootstrapping-agent
- metadata.category
- development
Files
SKILL.md and 2 other files in skills/bootstrapping-agent of Kilo-Org/kilo-marketplace.
- SKILL.md
- LICENSE
- agents/openai.yaml
Open the folder on GitHubat commit ff51758
Compare with similar skills
Bootstrapping Agent 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 |
|---|---|---|---|---|---|---|
| Bootstrapping Agent this skillKilo-Org/kilo-marketplace | 190 | — | ~1k | Automated safety check: Notes | Custom licence | |
| Bootstrapping Agentairbytehq/airbyte-agent-sdk | 135 | — | ~1.7k | Automated safety check: Notes | Custom licence | |
| Airbyte SDK Referenceairbytehq/airbyte-agent-sdk | 135 | — | ~202 | Automated safety check: Pass | Custom licence | |
| Building Multi Connector Agentairbytehq/airbyte-agent-sdk | 135 | — | ~1.7k | Automated safety check: Notes | Custom licence | |
| Agentic Developmentalinaqi/maggy | 707 | 1 repos | ~5.9k | Automated safety check: Pass | MIT | |
| Building Pydantic AI Agentsdocling-project/docling | 69k | — | ~2.8k | Automated safety check: Pass | MIT |
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- Official
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Airbyte SDK Reference
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- Official
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Agentic Development
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Building Pydantic AI Agents
docling-project/docling
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Claude Cookbooks Reference
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Questions about Bootstrapping Agent
What does Bootstrapping Agent do?
Wires up an Airbyte connector for use in a PydanticAI or Claude SDK agent. Bootstrapping Agent is an agent skill from Kilo-Org/kilo-marketplace. Wires up an Airbyte connector for use in a PydanticAI or Claude SDK agent.
When should I use Bootstrapping Agent?
Bootstrapping Agent fits situations like: adding a connector to an agent; setting up a new agent with a connector.
How do I install Bootstrapping Agent in Claude Code?
Run `npx skills add Kilo-Org/kilo-marketplace --skill bootstrapping-agent -a claude-code`. Or copy the skill folder (skills/bootstrapping-agent in Kilo-Org/kilo-marketplace) into .claude/skills/bootstrapping-agent in your project. Claude Code loads it when a task matches its description.
How do I install Bootstrapping Agent in Codex?
Run `npx skills add Kilo-Org/kilo-marketplace --skill bootstrapping-agent -a codex`. Or copy the skill folder (skills/bootstrapping-agent in Kilo-Org/kilo-marketplace) into .agents/skills/bootstrapping-agent in your project. Codex loads it when a task matches its description.
Can I use Bootstrapping Agent 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 Kilo-Org/kilo-marketplace --skill bootstrapping-agent -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/bootstrapping-agent, .gemini/skills/bootstrapping-agent, .github/skills/bootstrapping-agent and .opencode/skills/bootstrapping-agent in your project.
What does Bootstrapping Agent need to run?
Going by SKILL.md and its folder, Bootstrapping Agent needs the command-line tools its instructions call (uv) and credentials named AIRBYTE_CLIENT_SECRET. Our summary lists: Python 3; A credential in AIRBYTE_CLIENT_SECRET.
Does Bootstrapping Agent access the network?
SKILL.md contains no URLs. Its commands use uv, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Bootstrapping Agent safe to install?
Our automated static check of SKILL.md found notes only (mentions a .env file), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
What licence does Bootstrapping Agent use?
Bootstrapping Agent has a licence file (from the LICENSE file in the skill folder) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Bootstrapping Agent use?
About 1k tokens (SKILL.md is roughly 4.2k 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 Bootstrapping Agent?
Skills that share tags, products or a category with Bootstrapping Agent: Bootstrapping Agent (airbytehq/airbyte-agent-sdk, 135 stars), Airbyte SDK Reference (airbytehq/airbyte-agent-sdk, 135 stars), Building Multi Connector Agent (airbytehq/airbyte-agent-sdk, 135 stars) and Agentic Development (alinaqi/maggy, 707 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Bootstrapping Agent?
Kilo-Org (a GitHub organization) maintains it in Kilo-Org/kilo-marketplace, which has 190 GitHub stars. The repository holds 85 skills in this directory. The repository was last updated on September 28, 2026.
Source: Kilo-Org/kilo-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.