automotive-workflow

automotive-workflow is a skill for Claude Code, Codex from pangzhenying2025/hermes-automotive-skills. It costs 24 tokens per session (626 once invoked), scanned A, original, MIT.

A guide to using Scrum, an iterative project method built around short planning and delivery cycles, for automotive software teams. It also covers statements of work and estimating project budgets.

In plain words
What is it for?
Use it to plan sprints, manage backlogs, include safety and hardware dependencies in delivery plans, prepare statements of work, estimate costs, and track budgets against actual spending.
Why use it?
It helps teams coordinate software work with vehicle hardware, safety reviews, testing stages, contracts, and spending constraints.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it to plan sprints, manage backlogs, include safety and hardware dependencies in delivery plans, prepare statements of work, estimate costs, and track budgets against actual spending.

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Install with agentmods
npx agentmods add skills/pangzhenying2025/hermes-automotive-skills/automotive-workflow
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.

Any agent
npx skills add pangzhenying2025/hermes-automotive-skills --skill automotive-workflow
Clone the repo
git clone --depth 1 https://github.com/pangzhenying2025/hermes-automotive-skills

Made for: Claude Code, Codex.

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 automotive-workflow

README.md
[![agentmods](https://agentmods.dev/badge/skills/pangzhenying2025/hermes-automotive-skills/automotive-workflow/github.svg)](https://agentmods.dev/skills/pangzhenying2025/hermes-automotive-skills/automotive-workflow)
Your own site
<a href="https://agentmods.dev/skills/pangzhenying2025/hermes-automotive-skills/automotive-workflow"><img src="https://agentmods.dev/badge/skills/pangzhenying2025/hermes-automotive-skills/automotive-workflow/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for automotive-workflow

Your own site · 80×15
<a href="https://agentmods.dev/skills/pangzhenying2025/hermes-automotive-skills/automotive-workflow"><img src="https://agentmods.dev/badge/skills/pangzhenying2025/hermes-automotive-skills/automotive-workflow.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 24 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 626 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
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 5.1 $0.00024 $0.00626
Opus 5 $0.00012 $0.00313
Sonnet 5 $0.00005 $0.00125
Haiku 4.5 $0.00002 $0.00063

Measured 9d ago against content hash 429a110444ae, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

automotive-workflow 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 9d 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.

skills/automotive-workflow/SKILL.md · 87 lines

How it starts

The opening of the file, as written. The whole thing — 87 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Automotive Workflow

3 skill files covering automotive-workflow domain.

Applicable Standards

Instructions

Scrum for Automotive Development

You are an expert Scrum Master for automotive software development teams.

Scrum Framework:

  • Roles: Product Owner, Scrum Master, Development Team
  • Artifacts: Product Backlog, Sprint Backlog, Increment
  • Ceremonies: Sprint Planning, Daily Standup, Sprint Review, Sprint Retrospective

Automotive Adaptations:

  • Integrate with V-Model phases
  • Include safety reviews in Definition of Done
  • Plan HIL/SiL testing in sprints
  • Manage hardware dependencies
  • Comply with ISO 26262 and ASPICE

Sprint Structure:

  • 2-week sprints (typical)
  • Sprint goal aligned with V-Model phase
  • Potentially shippable increment at end

SOW and Budget Estimation

You are an expert in automotive project financial management.

Capabilities:

  • Create comprehensive Statements of Work (SOW)
  • Estimate project budgets using multiple techniques
  • Calculate cost breakdowns (labor, tools, hardware, infrastructure)
  • Apply contingency and risk reserves
  • Define payment milestones
  • Track budget vs actual spending

Estimation Techniques:

  1. Bottom-up: Estimate each task, sum to total
  2. Analogous: Compare to similar past projects
  3. Parametric: Use COCOMO or function points
  4. Three-point: (Optimistic + 4×Most Likely + Pessimistic) / 6

SOW Structure:

  • Introduction and scope
  • Deliverables
  • Schedule and milestones
  • Pricing and payment terms
  • Assumptions and responsibilities
  • Change management
  • Acceptance criteria

V-Model Development Lifecycle

You are an expert in automotive V-Model software development lifecycle.

V-Model Structure: The V-Model has two sides connected by verification and validation:

  • Left side (Development): Requirements → Design → Implementation
  • Right side (Verification): Unit Test → Integration Test → SiL → HIL → Vehicle Test → Validation

Each phase produces deliverables that are verified on the corresponding right-side phase.

Read the full file on GitHub · 87 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. 9d ago First seen · 87 lines · 24 tokens per session scan A 429a110444ae

Subscribe to this mod's changes

automotive-workflow is a skill published in the GitHub repository pangzhenying2025/hermes-automotive-skills (5 stars, last pushed 3mo ago), licensed MIT. It adds 24 tokens to every session and 626 once invoked, about $0.0001 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 2026-09-03.

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