What is psaisuite CLAUDE.md?

Project instructions for PSAISuite, a PowerShell toolkit that provides a common way to call different AI model providers. They define build, benchmark, validation, architecture, and coding conventions.

Running validation and benchmarks, adding model providers, maintaining the shared chat-completion interface, and following the project’s PowerShell style.

They help new provider integrations behave consistently and keep commands, errors, pipeline input, and model completion suggestions aligned.

How dfinke/psaisuite configures Claude Code

Reuse

Borrowing it

Nothing to install: this file belongs to dfinke/psaisuite. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file

curl -O https://raw.githubusercontent.com/dfinke/psaisuite/main/CLAUDE.md

Clone the repo

git clone --depth 1 https://github.com/dfinke/psaisuite

Made for: Claude Code.

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.

README.md

[![agentmods](https://agentmods.dev/badge/instructions/dfinke/psaisuite/claude-md/github.svg)](https://agentmods.dev/instructions/dfinke/psaisuite/claude-md)

Your own site

<a href="https://agentmods.dev/instructions/dfinke/psaisuite/claude-md"><img src="https://agentmods.dev/badge/instructions/dfinke/psaisuite/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.

Your own site · 80×15

<a href="https://agentmods.dev/instructions/dfinke/psaisuite/claude-md"><img src="https://agentmods.dev/badge/instructions/dfinke/psaisuite/claude-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 258 This file is loaded in full into every session.

When invoked 258 The same file — it is already loaded in full.

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.

Model	Per session	Once invoked
Fable 5.1	$0.00258	$0.00258
Opus 5.5	$0.00103	$0.00103
Sonnet 5.5	$0.00052	$0.00052
Haiku 4.5	$0.00026	$0.00026

Measured 2mo ago against content hash 67fa8aa6a088, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

psaisuite 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.

CLAUDE.md · 17 lines

What it actually says

PSAISuite Project Conventions

Build & Test Commands

Load Module: Import-Module ./PSAISuite.psd1 -Force
Run Benchmarks: Import-Module ./PSAISuiteBenchmarks/PSAISuiteBenchmarks.psm1; Invoke-Benchmark -Models 'openai:gpt-4o','anthropic:claude-3-5-sonnet'
Validation: Invoke-ScriptAnalyzer -Path ./

Architectural Principles

Unified Interface: All new provider integrations MUST adhere to the standardized -Messages and -Model parameter set.
Abstraction over Specificity: Avoid adding provider-specific parameters to Invoke-ChatCompletion. Use the internal mapping logic to handle provider quirks.
Pipe-First Design: Ensure Invoke-ChatCompletion consistently accepts pipeline input for context.
Error Handling: Standardize error responses across providers so the calling agent/user receives consistent failure objects.

Coding Style

Follow Verb-Noun naming conventions.
Maintain the "Thin Wrapper" philosophy: minimize overhead between the user and the LLM endpoint.
Ensure tab-completion for -Model is updated when new models are added to Get-ChatProviders.

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.

2mo ago First seen · 17 lines · 258 tokens per session scan A 67fa8aa6a088

Subscribe to this mod's changes

psaisuite CLAUDE.md is an instructions file published in the GitHub repository dfinke/psaisuite (103 stars, last pushed 13d ago), licensed MIT. It adds 258 tokens to every session, about $0.0010 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.

psaisuite CLAUDE.md next to 6 instructions from other repositories
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psaisuite: Instructions file for Claude Code