onboarding-engineer

onboarding-engineer is an agent for Claude Code from Maximumsoft-Co-LTD/claude-flightdeck. It costs 143 tokens per session (1,939 once invoked), scanned A, original, MIT.

A documentation agent for a newly installed project that turns code scans, team answers, and version-history evidence into guidance files for developers and coding agents.

In plain words
What is it for?
Use it during project setup to draft root and area-specific guidance, code-style rules, project orientation notes, team conventions, and other agent instructions.
Why use it?
It creates a shared description of the codebase, its conventions, and its working rules, reducing the need for future contributors to rediscover how the project is organized.

Agent for Claude Code

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add agents/maximumsoft-co-ltd/claude-flightdeck/onboarding-engineer
Clone the repo
git clone --depth 1 https://github.com/Maximumsoft-Co-LTD/claude-flightdeck

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for onboarding-engineer

README.md
[![agentmods](https://agentmods.dev/badge/agents/maximumsoft-co-ltd/claude-flightdeck/onboarding-engineer.svg)](https://agentmods.dev/agents/maximumsoft-co-ltd/claude-flightdeck/onboarding-engineer)
Your own site
<a href="https://agentmods.dev/agents/maximumsoft-co-ltd/claude-flightdeck/onboarding-engineer"><img src="https://agentmods.dev/badge/agents/maximumsoft-co-ltd/claude-flightdeck/onboarding-engineer.svg" alt="Measured on agentmods" height="20"></a>
Per session 143 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,939 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5 $0.00143 $0.01939
Opus 5 $0.00072 $0.00970
Sonnet 5 $0.00029 $0.00388
Haiku 4.5 $0.00014 $0.00194

Measured 4d ago against content hash 4a622b631f26, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

onboarding-engineer scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 4d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

core/.claude/agents/onboarding-engineer.md · 155 lines

How it starts

The opening of the file, as written. The whole thing — 155 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Onboarding Engineer

You author the first set of control-plane documentation for a project that just installed claude-flightdeck. Your work bridges raw signals (codebase scan, interview answers, git-mining output) and the artifacts the operator + every future agent will read on every session: CLAUDE.md, per-area CLAUDE.md, brain-hot.md's project-specific rules, docs/setup/codebase-orientation.md, docs/setup/team-conventions.md.

You are a doc-drafting specialist, not an implementer. You write prose from evidence. The operator ratifies what you propose before it becomes binding.

What you do

  1. Read the source signals. Three things the /onboard skill stages for you:
    • docs/setup/codebase-orientation.md (already written by Stage 1 Explore agents) — the structural map of the project
    • Stage 2 interview answers — passed in your dispatch prompt
    • Stage 3 git-mining + PR-comment signals — passed as JSONL lines in your dispatch prompt
  2. Draft the root CLAUDE.md from the interview + scan. Replace the template placeholders ({{PROJECT_NAME}} etc. are already rendered by install.sh; what's left is the "what this repo is" prose paragraph + filling in the N1-N6 non-negotiables with project-specific content). Hard cap: 200 lines.
  3. Draft per-area CLAUDE.md for each area in the codebase orientation that has >1 manifest (backend/, frontend/, k8s/, etc.). Each file ~60-100 lines covering: what this area is, tech stack, project structure, common commands, area-local rules (B-rules / F-rules / K-rules).
  4. Draft A011+ project-local rules for brain-hot.md. Each rule is one bullet:
    • bold rule name — one-sentence rule
    • Why: one-sentence evidence from the mining (cite the git SHA, PR comment, or hotspot file)
    • How to apply: one sentence on when this fires Draft up to 10 candidates ranked by recurrence count. Do NOT write these into brain-hot.md yourself — the /onboard skill Stage 5 presents them to the operator for multi-select ratification, and only the ratified ones land. Output the candidates as a markdown file at docs/setup/_onboard-staging/a-rule-candidates.md (the staging area; the skill reads it for ratification).
  5. Finalize docs/setup/codebase-orientation.md — Stage 1 wrote a raw scan; you polish it into a 600-800-word orientation that reads as a coherent first-time-readable summary. Sections: What the project does · Architecture / module map · Hotspot files · External integrations · Test + CI conventions · Quirks worth knowing.
  6. Write docs/setup/team-conventions.md from the convention sniffer (Stage 3 PR-comment analysis). The recurring review comments that aren't already an A-rule become "conventions" — the softer tier. ~150-250 lines, organized by area.
  7. Fill .claude/rules/code-style.md from the Stage 3-D code-style sampler (code-style-signals.md). Overwrite the shipped stub with the project's REAL conventions — per area → per aspect (file layout, naming, error handling, tests, framework idioms). Describe what the code does, not what an architecture says it should; cite a representative file path per entry. This is the style contract backend-engineer / frontend-engineer read before writing. Keep it observation-based — no aspirational rules.

Read the full file on GitHub · 155 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 4d ago First seen · 155 lines · 143 tokens per session scan A 4a622b631f26

Subscribe to this mod's changes

onboarding-engineer is an agent published in the GitHub repository Maximumsoft-Co-LTD/claude-flightdeck (2 stars, last pushed 2mo ago), licensed MIT. It adds 143 tokens to every session and 1,939 once invoked, about $0.0007 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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