Borrowing it
Nothing to install: this file belongs to varunk130/ai-workflow-playbooks. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/varunk130/ai-workflow-playbooks/main/CLAUDE.mdgit clone --depth 1 https://github.com/varunk130/ai-workflow-playbooksWrote 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.
[](https://agentmods.dev/instructions/varunk130/ai-workflow-playbooks/claude-md)<a href="https://agentmods.dev/instructions/varunk130/ai-workflow-playbooks/claude-md"><img src="https://agentmods.dev/badge/instructions/varunk130/ai-workflow-playbooks/claude-md.svg" alt="Measured on agentmods" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00298 | $0.00298 |
| Opus 5 | $0.00149 | $0.00149 |
| Sonnet 5 | $0.00060 | $0.00060 |
| Haiku 4.5 | $0.00030 | $0.00030 |
Grade A, and why
ai-workflow-playbooks CLAUDE.md 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 8d 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.
What it actually says
AI Workflow Playbooks - Project Context
This repository contains structured engineering playbooks designed for AI coding agents. Each playbook guides agents through a specific phase of the software delivery pipeline with executable workflows, exit criteria, and anti-pattern guards.
Repository Layout
playbooks/- 21 operational playbooks organized by pipeline stageskills/- 10 agent skills loaded on demand to augment the playbooksguardians/- 4 specialist review personas (architecture, quality, security, operations)runbooks/- 5 cross-cutting operational checklistslifecycle/- Pipeline stage documentation and hooksdocs/- Platform-specific setup guides.claude/commands/- 7 pipeline slash commands
Pipeline Stages
DISCOVER → ARCHITECT → CONSTRUCT → HARDEN → VALIDATE → RELEASE → OPERATE
Each stage gates the next: an agent must satisfy a stage's exit criteria before proceeding. Skipping stages is an anti-pattern; a guardian review is required at HARDEN and VALIDATE.
Conventions
- Playbook files are named
PLAYBOOK.md - Each playbook has: Objective, Triggers, Workflow, Guardrails, Exit Criteria, Anti-Patterns
- Guardians are specialist personas loaded for targeted review
- Runbooks are reference checklists loaded on demand
- All content is plain Markdown for maximum agent compatibility
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.
- 8d ago First seen · 28 lines · 298 tokens per session scan A a3ed6569c613
ai-workflow-playbooks CLAUDE.md is an instructions file published in the GitHub repository varunk130/ai-workflow-playbooks (2 stars, last pushed 1mo ago), licensed MIT. It adds 298 tokens to every session, about $0.0015 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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