Borrowing it
Nothing to install: this file belongs to dfinke/PSAI. 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/dfinke/PSAI/main/CLAUDE.mdgit clone --depth 1 https://github.com/dfinke/PSAIWrote 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/dfinke/psai/claude-md)<a href="https://agentmods.dev/instructions/dfinke/psai/claude-md"><img src="https://agentmods.dev/badge/instructions/dfinke/psai/claude-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/dfinke/psai/claude-md"><img src="https://agentmods.dev/badge/instructions/dfinke/psai/claude-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 | $0.00284 | $0.00284 |
| Opus 5.5 | $0.00114 | $0.00114 |
| Sonnet 5.5 | $0.00057 | $0.00057 |
| Haiku 4.5 | $0.00028 | $0.00028 |
Grade A, and why
PSAI 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 2mo 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
PSAI Project Conventions
Build & Development Commands
- Install Dependencies:
Import-Module ./PSAI.psd1 -Force - Run Tests:
Invoke-Pester ./Tests(Ensure Pester 5.x is used) - Static Analysis:
Invoke-ScriptAnalyzer -Path ./PSAI.psm1 - Build Module:
./Build/BuildModule.ps1(if applicable)
Engineering Standards & Patterns
- Architecture: Follow High-Agency Agent patterns. Decouple LLM logic from PowerShell provider logic.
- TDD: All new features or bug fixes must include a corresponding Pester test in the
/Testsdirectory. - Style: Follow the PowerShell Practice and Style Guide.
- Naming: Use standard
Verb-Nounpairs. Avoid aliases in module code. - Error Handling: Use
try/catchblocks for all API calls; provide meaningful error objects to the LLM context.
Agentic Workflow
- When refactoring, maintain the "Be the Automator, Not the Automated" philosophy.
- Tools should be modular and discoverable via
Get-Command -Module PSAI. - Reference the
ConvertTo-AIPromptlogic when packaging codebase context for LLM windows.
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.
- 2mo ago First seen · 19 lines · 284 tokens per session scan A e91c01029dbf
PSAI CLAUDE.md is an instructions file published in the GitHub repository dfinke/PSAI (276 stars, last pushed 7mo ago), licensed MIT. It adds 284 tokens to every session, about $0.0011 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 2026-08-30.
Other instructions, from other repositories
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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).
deepseek-harness AGENTS.md
AGENTS.md instructions for deepseek-ai/deepseek-harness, covering agents.md, pre-stable apis and released session data, repository layout, commands and host sandbox failures.