Borrowing it
Nothing to install: this file belongs to iusztinpaul/squid. 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/iusztinpaul/squid/main/AGENTS.mdgit clone --depth 1 https://github.com/iusztinpaul/squidWrote 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/iusztinpaul/squid/agents-md)<a href="https://agentmods.dev/instructions/iusztinpaul/squid/agents-md"><img src="https://agentmods.dev/badge/instructions/iusztinpaul/squid/agents-md/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.
<a href="https://agentmods.dev/instructions/iusztinpaul/squid/agents-md"><img src="https://agentmods.dev/badge/instructions/iusztinpaul/squid/agents-md.svg" alt="Reviewed on agentmods" width="80" 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 | $0.02664 | $0.02664 |
| Opus 5.5 | $0.01066 | $0.01066 |
| Sonnet 5.5 | $0.00533 | $0.00533 |
| Haiku 4.5 | $0.00266 | $0.00266 |
Grade B, and why
squid AGENTS.md scanned grade B with 1 finding 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.
Enumerates other installed skillsmediumAgent snooping
Other skills' SKILL.md files reveal prompts, capabilities and secrets that should be invisible to peers.
- **Test `/squid-scaffold`:** run it in an empty directory and confirm it produces a sensible `AGENTS.md` (with `CLAUDE.md` symlinked to it, plus a `.agents/skills/` dir and a `.claude/skills → .agents/skills` symlink) a How it starts
The opening of the file, as written. The whole thing — 93 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Squid: An Opinionated Software Factory for Claude Code
This repo is a Claude Code plugin. The contract layer is markdown — agents and skills; nothing else ships.
Consumers install it two ways:
/plugin marketplace add iusztinpaul/squid && /plugin install squid@iusztinpaul— global, all Claude Code sessions. The repo is a one-plugin marketplace (.claude-plugin/marketplace.json) namediusztinpaul(the GitHub account) cataloguing thesquidplugin (the repo). The plugin'ssourceis./— the plugin is the marketplace repo, so Claude Code resolves it from the marketplace checkout instead of re-cloning. Same shape as caveman, ponytail, and the official marketplace.claude --plugin-dir /path/to/squid— for plugin-development sessions only; loads the plugin from the working tree without registering or installing anything.
Either way they get an opinionated agent team plus a /squid-scaffold flow that bootstraps new repos from a light spec library.
For users of this plugin: read
README.md. This file is for people editing the plugin itself.
Key Principles You Will Respect All Over Your Work
- Prefer removing instructions over adding them; write docs, code, and rules with the minimum words that achieve the goal.
- Whenever you add a new rule within the memory (such as AGENTS.md), resources or skills, support it with a clear, concise explanation, plus a set of good and bad examples. Good examples: "a 200-token chunk size", "sub-100ms latency". Bad examples: "a powerful architecture", "a robust pipeline".
What's in the repo
.
├── .claude-plugin/
│ ├── plugin.json # Claude Code plugin manifest (name, version, description)
│ └── marketplace.json # one-plugin marketplace catalog so `/plugin install squid@iusztinpaul` works
├── agents/ # five sub-agents
├── skills/
│ ├── squid-scaffold/ # /squid-scaffold — bootstrap a new repo (create) or audit drift (evaluate)
│ │ └── evaluate.md # mode=evaluate flow (E1–E4), loaded on demand
│ ├── squid-plan/ # /squid-plan — feature spec → approved Tasks Plan (+ worktree)
│ ├── squid-implement-task/ # /squid-implement-task — autonomous task loop (SWE↔Tester, commit each)
│ ├── squid-implement-night/ # /squid-implement-night — end-to-end pipeline (thin orchestrator)
│ ├── squid-review/ # /squid-review — push + PA acceptance + PR-Reviewer
│ ├── squid-review-ci/ # /squid-review-ci — On-Call drives CI green
│ ├── squid-grilling/ # /squid-grilling — stress-test a plan (used inside /squid-plan; adapted from mattpocock/skills, MIT)
│ ├── squid-testing-python/ # test-writing conventions
│ │ # below: standalone, not wired into the pipeline
│ ├── squid-refactor/ # /squid-refactor — refactor planner
│ ├── squid-triage-issue/ # /squid-triage-issue — bug intake
│ ├── squid-architecture-review/ # /squid-architecture-review — audit
│ ├── squid-clean-docs/ # /squid-clean-docs — prose cleanup: docs, comments, docstrings
│ ├── squid-clean-memory/ # /squid-clean-memory — memory-file shrink: compress, dedupe, merge
│ ├── squid-clean-harness/ # /squid-clean-harness — .agents shrink: skills + resources, same logic fewer tokens
│ └── squid-write-skill/ # /squid-write-skill — skill-authoring reference (vendored from mattpocock/skills, MIT)
└── README.md # user-facing (install + what's inside)
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.
- 1mo ago Changed · -28 lines · -775 tokens per session 765755d976c6
- 1mo ago First seen · 121 lines · 3,439 tokens per session scan B aa01bf036bcf
squid AGENTS.md is an instructions file published in the GitHub repository iusztinpaul/squid (206 stars, last pushed 7d ago), licensed Apache-2.0. It adds 2,664 tokens to every session, about $0.0107 per session on Opus 5.5. A static security scan graded it B with 1 finding (enumerates other installed skills). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other instructions, from other repositories
vibe-coding-prompt-template backend.instructions.md
Instructions for KhazP/vibe-coding-prompt-template: Read AGENTS.md, agentdocs/techstack.md, and agentdocs/codepatterns.md.
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
next.js AGENTS.md
AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, cache eligibility and rollout and applying the notice (cutover).
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
vscode copilot-instructions.md
Copilot instructions for microsoft/vscode, covering vs code copilot instructions, project overview, root folders, core architecture (src/ folder) and built-in extensions (extensions/ folder).