apollo-dev

A development guide and workflow assistant for Apollo EDU's autonomous-driving Planning and Control work, described in Chinese. It covers starting the development environment, debugging driving scenarios and modules, managing configuration, and submitting changes.

In plain words
What is it for?
For working on traffic-rule, scenario, and task plugins; debugging situations such as intersections, pedestrian avoidance, parking, and obstacle avoidance; and handling builds, profiles, packaging, and Git submissions.
Why use it?
It brings recurring setup, debugging, configuration, and submission guidance into one place for this specific Apollo workflow.

Skill for Claude CodeCodex

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 skills/apolloauto/apollo-claw/apollo-dev
Any agent
npx skills add ApolloAuto/apollo-claw --skill apollo-dev
Clone the repo
git clone --depth 1 https://github.com/ApolloAuto/apollo-claw

Made for: Claude Code, Codex.

Per session 323 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,250 The whole file, excluding the scripts and references it only reads on demand.
Security scan D 2 findings. Scan, not verified.
Origin unknown 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 $0.00323 $0.03250
Opus 5 $0.00161 $0.01625
Sonnet 5 $0.00065 $0.00650
Haiku 4.5 $0.00032 $0.00325

Measured 2d ago against content hash db444ccfe709, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade D, and why

apollo-dev scanned grade D with 2 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 2d 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.

Asks for rootmediumPrivilege escalation

A mod that escalates privileges can change anything on the machine, not only the project.

- **sudo 操作必须确认**:涉及 `sudo` 的命令需用户确认后才执行

Recursive force deletehighDestructive command

rm -rf with a variable or a broad path is one typo away from removing the wrong tree.

rm -rf profiles/default
apollo-dev/SKILL.md · 222 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Files

What ships with it

55 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 2d ago First seen · 222 lines · 323 tokens per session scan D db444ccfe709

Subscribe to this mod's changes

apollo-dev is a skill published in the GitHub repository ApolloAuto/apollo-claw (5 stars, last pushed 3mo ago), with no licence file. It adds 323 tokens to every session and 3,250 once invoked, about $0.0016 per session on Opus 5. A static security scan graded it D with 2 findings (asks for root, recursive force delete). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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