workflow

workflow is a skill for Claude Code from pitimon/8-habit-ai-dev. It costs 36 tokens per session (1,058 once invoked), scanned A, original, MIT.

A guided process for taking a software change from investigation through planning, coding, review, deployment, and monitoring.

In plain words
What is it for?
Use it when starting a feature or when you are unsure which development step should come next.
Why use it?
It prevents developers from jumping straight into code without deciding what to build, checking the result, or preparing to observe it after release.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Part of the 8-habit-ai-dev plugin — 24 skills, 2 agents, 1 hook shipped together

Good fit Use it when starting a feature or when you are unsure which development step should come next.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/pitimon/8-habit-ai-dev/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 pitimon/8-habit-ai-dev --skill workflow
Clone the repo
git clone --depth 1 https://github.com/pitimon/8-habit-ai-dev

Made for: Claude Code.

Or install 8-habit-ai-dev, the plugin that ships this one along with the rest of its 24 skills, 2 agents, 1 hook.

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 workflow

README.md
[![agentmods](https://agentmods.dev/badge/skills/pitimon/8-habit-ai-dev/workflow/github.svg)](https://agentmods.dev/skills/pitimon/8-habit-ai-dev/workflow)
Your own site
<a href="https://agentmods.dev/skills/pitimon/8-habit-ai-dev/workflow"><img src="https://agentmods.dev/badge/skills/pitimon/8-habit-ai-dev/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 workflow

Your own site · 80×15
<a href="https://agentmods.dev/skills/pitimon/8-habit-ai-dev/workflow"><img src="https://agentmods.dev/badge/skills/pitimon/8-habit-ai-dev/workflow.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 36 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,058 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 $0.00036 $0.01058
Opus 5.5 $0.00014 $0.00423
Sonnet 5.5 $0.00007 $0.00212
Haiku 4.5 $0.00004 $0.00106

Measured 1mo ago against content hash 73689a4073ee, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

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 1mo 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.

plugin/skills/workflow/SKILL.md · 81 lines

How it starts

The opening of the file, as written. The whole thing — 81 lines — stays where its author put it; the contents beside it link to each section on GitHub.

7-Step Workflow Guide (เดินทีละก้าว)

All Habits | Anti-pattern: Jumping straight to code without planning, reviewing, or monitoring

Process

Walk the user through each step. For each step: explain what it does, ask whether to invoke or skip, and track progress.

The 7 Steps

Step Skill Purpose Skip if...
0 /research Investigate before specifying Requirements already clear, well-understood domain
1 /requirements Define what, why, who Single-line fix, formatting change
2 /design Architecture decisions Bug fix in existing pattern, no architecture impact
3 /breakdown Atomic tasks Single task, scope already clear
4 /build-brief Context before coding Familiar code, context still fresh
5 /review-ai Audit before commit Never skip
6 /deploy-guide Staging first No deployment involved
7 /monitor-setup Observability after deploy Monitoring already comprehensive

When the problem statement itself is fuzzy (before you know what to research), use superpowers:brainstorming from the claude-plugins-official:superpowers plugin — it ships a hard-gate collaborative design session with spec-doc-to-git. v2.4.1 removed our own /brainstorm skill in favor of that stronger equivalent (see ADR-006).

For Each Step

  1. Announce: "Step N: [skill] — [purpose]"
  2. Ask: "Invoke /[skill], skip (with reason), or stop here?"
  3. If invoke: Run the skill with the user's feature context
  4. If skip: Record the reason — honest skipping is fine, lazy skipping is not
  5. Move to next step

Read the full file on GitHub · 81 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. 1mo ago Changed 73689a4073ee
  2. 1mo ago First seen · 81 lines · 36 tokens per session scan A 9bbf15b7b987

Subscribe to this mod's changes

workflow is a skill published in the GitHub repository pitimon/8-habit-ai-dev (3 stars, last pushed 11d ago), licensed MIT. It adds 36 tokens to every session and 1,058 once invoked, about $0.0001 per session on Opus 5.5. 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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analyze-github-issue

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Obsidian-Owl/specwright · 29 tokens

sw-review

Fetches and displays PR review comments from GitHub, grouped by priority, and allows the user to reply to or resolve individual threads.

Obsidian-Owl/specwright · 30 tokens

sdd-validate

Verify implementation against the spec and detect drift. Use when the user says 'validate', 'check spec vs code', 'verify implementation', 'are we done', 'any drift', or all tasks are completed and the feature needs final review. Checks coverage, orphan code, constitution compliance, and cross-layer consistency.

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