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onboard SKILL.md skillA

onboard from davepoon/buildwithclaude is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add davepoon/buildwithclaude/onboard@git:20260709.8e73ef5

Pins git:20260709.8e73ef5 in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: davepoon/buildwithclaude
Path: plugins/ciagent/skills/onboard/SKILL.md
Versions recorded: 1
Latest version: git:20260709.8e73ef5, committed Jul 9, 2026
Size: 5,351 bytes
Repository stars: 3,704
License: MIT

Set up CIAgent regression testing for the AI agent in this repo — write a runner, record golden baselines, generate a test spec, and verify it. Use when the user asks to add tests, evals, or regression testing for their AI agent, or to set up CIAgent.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Onboard CIAgent into this repo

You are setting up CIAgent (`pip install ciagent`) so this repo's AI agent has
recorded golden baselines and a runnable regression suite. The end state: the
user can run `ciagent test --runs 3` and see a stability report for their agent.

Work through the steps in order. Do not skip the cost gate in step 4.

## 1. Find the agent and install CIAgent

- Locate the agent: search for LLM SDK usage (`openai`, `anthropic`, `langgraph`,
  `langchain`) and for the function or endpoint that takes a user message and
  returns the agent's answer.
- Install with the matching extra so trace capture hooks the SDK:
  `pip install "ciagent[openai]"`, `[anthropic]`, `[langgraph]`, or `[all]`.
- Sanity check: `ciagent --version` then `ciagent doctor` (it reports what is
  missing; a missing spec is expected at this point).

## 2. Write the runner

Create `agentci_runner.py` at the repo root (or inside the package if the repo
has one clear package):

```python
def run_for_agentci(query: str) -> str:
    """CIAgent entry point: one query in, final answer text out."""
    # import the user's agent and invoke it ONCE, no chat history
    ...
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add davepoon/buildwithclaude/onboard@sha256:9d7dc93b4c3085b9

The line at the top of this page pins the label git:20260709.8e73ef5, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

[![mdr](https://markdownregistry.com/badge/art_ncgjzbjsixp4gskk.svg)](https://markdownregistry.com/a/art_ncgjzbjsixp4gskk)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Jul 9, 2026.

version	committed	commit	size	audit
git:20260709.8e73ef5 latest	2026-07-09	8e73ef5	5,351 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.

pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (5351 bytes)
pass: No zero-width or bidi control characters
pass: No instruction hidden inside an HTML comment
pass: No link to an exfiltration or paste host
pass: No credential-shaped string
pass: No instruction to send local credentials anywhere
pass: No text hidden with inline styles
pass: No prompt-injection phrasing
pass: No curl or wget piped into a shell
pass: No recursive delete of root, home or parent
pass: No instruction to read or print local credentials
pass: No base64 blob over 200 characters
pass: No link to a raw IP address
pass: No script tag

Source

GitHub

davepoon/buildwithclaude · 3,704 stars · license MIT · pushed 2026-10-31 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ncgjzbjsixp4gskk
GET https://markdownregistry.com/api/v1/resolve?ref=davepoon/buildwithclaude/onboard
GET https://markdownregistry.com/api/v1/blob/9d7dc93b4c3085b9e5ffce47532772df2f28c952c44585820b964126af8eb955

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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