primer-workflow

primer-workflow is a skill for Claude Code from ammonhaggerty/a-primer-skills. It costs 54 tokens per session (2,738 once invoked), scanned A, original, MIT.

A coaching guide for people building software with Claude, an AI coding assistant. It gives beginner-friendly advice matched to activities such as planning, designing, coding, and debugging.

In plain words
What is it for?
Use it to plan features, work from Figma designs, troubleshoot problems, and build products with Claude. It is also aimed at designers, product managers, founders, and researchers who are new to software development.
Why use it?
It helps turn vague ideas, confusing errors, and rushed coding into clearer next steps. Advice appears when relevant instead of presenting the whole guide at once.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the a-primer-skills plugin — 2 skills, 1 command shipped together

Good fit Use it to plan features, work from Figma designs, troubleshoot problems, and build products with Claude. It is also aimed at designers, product managers, founders, and researchers who are new to software development.

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Install with agentmods
npx agentmods add skills/ammonhaggerty/a-primer-skills/primer-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 ammonhaggerty/a-primer-skills --skill primer-workflow
Clone the repo
git clone --depth 1 https://github.com/ammonhaggerty/a-primer-skills

Made for: Claude Code.

Or install a-primer-skills, the plugin that ships this one along with the rest of its 2 skills, 1 command.

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 primer-workflow

README.md
[![agentmods](https://agentmods.dev/badge/skills/ammonhaggerty/a-primer-skills/primer-workflow/github.svg)](https://agentmods.dev/skills/ammonhaggerty/a-primer-skills/primer-workflow)
Your own site
<a href="https://agentmods.dev/skills/ammonhaggerty/a-primer-skills/primer-workflow"><img src="https://agentmods.dev/badge/skills/ammonhaggerty/a-primer-skills/primer-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 primer-workflow

Your own site · 80×15
<a href="https://agentmods.dev/skills/ammonhaggerty/a-primer-skills/primer-workflow"><img src="https://agentmods.dev/badge/skills/ammonhaggerty/a-primer-skills/primer-workflow.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 54 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,738 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 $0.00054 $0.02738
Opus 5 $0.00027 $0.01369
Sonnet 5 $0.00011 $0.00548
Haiku 4.5 $0.00005 $0.00274

Measured 10d ago against content hash 007a4fbce431, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

primer-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 10d 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/primer-workflow/SKILL.md · 177 lines

How it starts

The opening of the file, as written. The whole thing — 177 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Primer Workflow Guidance

Overview

Passive guidance for beginner developers learning AI-assisted product development. Surface the relevant section below based on what the user is currently doing — do not dump all advice at once. Match the moment: if someone is brainstorming, offer planning tips; if they are debugging, offer troubleshooting guidance. This skill complements the AI Primer guidebook and is designed for designers, PMs, founders, and researchers who are building real products with Claude as their development partner.

Treat every interaction as a coaching opportunity. Weave guidance naturally into responses rather than lecturing. When the user is in flow, stay out of the way. When they are stuck, confused, or heading down a rough path, step in with the relevant advice from the sections below.


Brainstorming & Planning

Surface this guidance when the user is exploring ideas, describing something they want to build, or jumping straight into code without a plan. Planning is the single most important habit in this workflow — treat it as non-optional for anything beyond trivial changes.

Always plan first — and write the plan to a file

For anything non-trivial, write a plan to docs/plans/ before writing any code. Do not just discuss the plan in chat — create a markdown file. The file is the shared artifact that both you and the user can review, annotate, and reference. Chat messages scroll away and get lost in compaction. A plan file persists.

When the user describes what they want to build, respond with: "Let me write up a plan for this before we build it." Create a file like docs/plans/feature-name.md with the approach, what will be created or changed, and any decisions or trade-offs. Then ask the user to review it.

Do not implement until the plan is approved

This is a critical guard. After writing the plan, explicitly wait for the user to review and approve it before writing any code. If the user says "build it" without a plan existing, write the plan first. Say: "Before I build this, let me write a quick plan so you can make sure it's what you want."

Read the full file on GitHub · 177 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. 10d ago First seen · 177 lines · 54 tokens per session scan A 007a4fbce431

Subscribe to this mod's changes

primer-workflow is a skill published in the GitHub repository ammonhaggerty/a-primer-skills (3 stars, last pushed 1mo ago), licensed MIT. It adds 54 tokens to every session and 2,738 once invoked, about $0.0003 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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