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.
npx agentmods add commands/duncanyoung-1/auto-embedded/startgit clone --depth 1 https://github.com/DunCanYounG-1/auto-embeddedWrote 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.
[](https://agentmods.dev/commands/duncanyoung-1/auto-embedded/start)<a href="https://agentmods.dev/commands/duncanyoung-1/auto-embedded/start"><img src="https://agentmods.dev/badge/commands/duncanyoung-1/auto-embedded/start.svg" alt="Measured on agentmods" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00000 | $0.00318 |
| Opus 5 | $0.00000 | $0.00159 |
| Sonnet 5 | $0.00000 | $0.00064 |
| Haiku 4.5 | $0.00000 | $0.00032 |
Grade A, and why
start 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 5d 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.
What it actually says
{{CMD_REF:start}} —— 开始新任务
新建一个 auto-embedded 任务并进入 RIPER-5 的 RESEARCH 阶段。
步骤
- 创建任务（标题取自参数）。用单引号包裹标题以避免
$、反引号、\被 shell 解释； 标题为空则先向用户确认要做什么，不要用空标题建任务：
（{{PYTHON_CMD}} .auto-embedded/scripts/task.py start '在此粘贴标题（保持单引号）'task.py会对任务 id 做净化，但仍请避免在标题里放命令替换字符。） - 以
[MODE: RESEARCH]开始：识别芯片/库 → 读相关 spec（architecture/conventions/hardware）→ 引脚规划写入.auto-embedded/spec/hardware/hw-lock.yaml→ 证据写入该任务的research.md。 - 给各角色挂相关 spec（决定{{#AGENT_CAPABLE}}派 Scout/Builder/Verifier 时{{/AGENT_CAPABLE}}自动注入哪些）：
{{PYTHON_CMD}} .auto-embedded/scripts/task.py select builder spec/architecture/index.md "分层约束"
关键资料（pinout/datasheet/netlist）缺失就暂停问用户，不要硬编。
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.
- 5d ago First seen · 20 lines · 0 tokens per session scan A dde33a01e72d
start is a command published in the GitHub repository DunCanYounG-1/auto-embedded (218 stars, last pushed 1mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 318 tokens. 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 2026-08-30.
Other commands, from other repositories
git
Git operations with intelligent commit messages and workflow optimization.
checklist
Generate a custom checklist for the current feature based on user requirements.
clarify
Identify underspecified areas in the current feature spec by asking up to 5 highly targeted clarification questions and encoding answers back into the spec.
specify
Create or update the feature specification from a natural language feature description.
converge
Assess the current codebase against the feature's spec, plan, and tasks, then append any remaining unbuilt work as new tasks to tasks.md so implement can complete it.
implement
Execute the implementation plan by processing and executing all tasks defined in tasks.md.