using-8-habits

using-8-habits is a skill for Claude Code from pitimon/8-habit-ai-dev. It costs 67 tokens per session (2,626 once invoked), scanned A, original, MIT.

An onboarding guide to the 8-Habit AI Dev workflow and its 24 related skills. It includes a decision tree for choosing the next skill and explains when the guide can be skipped.

In plain words
What is it for?
Use it when first learning the 8-Habit AI Dev system, recommending a skill for a task, or deciding whether to skip a workflow step.
Why use it?
It helps newcomers understand the available workflow instead of guessing which instruction set applies. It also gives experienced users a way to choose a skill when the task is unclear.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter. Also seen: reads .claude/ paths.

Runs only inside its plugin — its command needs a path that Claude Code sets for a plugin’s own hooks and for nothing else. Install the plugin, not this.

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

Good fit Use it when first learning the 8-Habit AI Dev system, recommending a skill for a task, or deciding whether to skip a workflow step.

Compare 6 skills from other repositories ↓
Install

Getting it into your agent

This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.

Claude Code
/plugin marketplace add pitimon/8-habit-ai-dev
Claude Code
/plugin install 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 using-8-habits

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

Your own site · 80×15
<a href="https://agentmods.dev/skills/pitimon/8-habit-ai-dev/using-8-habits"><img src="https://agentmods.dev/badge/skills/pitimon/8-habit-ai-dev/using-8-habits.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 67 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,626 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 $0.00067 $0.02626
Opus 5 $0.00034 $0.01313
Sonnet 5 $0.00013 $0.00525
Haiku 4.5 $0.00007 $0.00263

Measured 9d ago against content hash 0f1dc4205e9b, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-09, from the pricing page.

Security

Grade A, and why

using-8-habits 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.

plugin/skills/using-8-habits/SKILL.md · 174 lines

How it starts

The opening of the file, as written. The whole thing — 174 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Using 8-Habit AI Dev (คู่มือเริ่มต้น)

Habit: H5 (Seek First to Understand — read before acting) + H8 (Find Your Voice — empower the next person)

Purpose: First skill to invoke when you're new to 8-habit-ai-dev, or when you're unsure which skill fits your current task. Explains the 7-step workflow, all 24 skills, and provides a decision tree for "which skill next?". When invoked with an argument (a free-text intent like /using-8-habits "I need to verify what we built last week"), switches to ranked-recommendation mode — see Smart-routing mode below.

When to Use This Skill

  • First time using the plugin — start here
  • Unsure which skill to invoke for your current task
  • Onboarding a new team member or AI agent to the plugin
  • Wanting a refresher on the 7-step workflow
  • Deciding whether to skip a step (and needing the honest skip rules)

When to Skip

  • You already know exactly which skill you need → invoke it directly
  • You're in the middle of an established workflow (e.g. already did /requirements, going to /design) — the skill itself will tell you what comes next via the next-skill frontmatter field

The Core 5 (80/20 rule)

Most tasks only need these 5 skills:

  1. /requirements — define what "done" looks like before coding (H2)
  2. /review-ai — audit AI-generated code before committing (H4)
  3. /cross-verify — 17-question 8-habit checklist before shipping (H1–H8)
  4. /research — investigate before specifying when the problem is new (H5)
  5. /reflect — 5-question micro-retrospective after completing significant work (H7)

The other 19 skills are optional depth for specific situations — architecture-heavy work (/design), operational finding classification (/operational-state), transparency logs (/ai-dev-log), onboarding (this skill), etc. EU AI Act compliance migrated to pitimon/claude-governance v3.1.0 (see ADR-012); install that plugin alongside this one for the canonical /eu-ai-act-check. Running all 24 skills for every task is theater. Pick what fits.

Read the full file on GitHub · 174 lines

Files

What ships with it

2 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. 9d ago First seen · 174 lines · 67 tokens per session scan A 0f1dc4205e9b

Subscribe to this mod's changes

using-8-habits is a skill published in the GitHub repository pitimon/8-habit-ai-dev (3 stars, last pushed 1mo ago), licensed MIT. It adds 67 tokens to every session and 2,626 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.