classifier CLAUDE.md

A project instruction file for a general text-classification module that supports Bayesian and LSI classification.

In plain words
What is it for?
Use it when asking Claude Code to work on the cardmagic/classifier project or its classification methods.
Why use it?
It gives Claude Code context for working with that specific classifier project.

Instructions file

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add instructions/cardmagic/classifier/claude-md
Clone the repo
git clone --depth 1 https://github.com/cardmagic/classifier
Per session 5 This file is loaded in full into every session.
When invoked 5 The same file — it is already loaded in full.
Security scan A 0 findings. Scan, not verified.
Origin unknown 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 $0.00005 $0.00005
Opus 5 $0.00003 $0.00003
Sonnet 5 $0.00001 $0.00001
Haiku 4.5 $0.00001 $0.00001

Measured 2d ago against content hash 336cc4fbf19b, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

classifier 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 2d 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 · 2 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

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. 2d ago First seen · 2 lines · 5 tokens per session scan A 336cc4fbf19b

Subscribe to this mod's changes

classifier CLAUDE.md is an instructions file published in the GitHub repository cardmagic/classifier (741 stars, last pushed 3d ago), with no licence file. It adds 5 tokens to every session, about $0.0000 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 2026-08-30.

Related

Other instructions, from other repositories

PerforatedAI AGENTS.md

Instructions for PerforatedAI/PerforatedAI, covering agents.md, orientation, setup & checks and traps.

PerforatedAI/PerforatedAI · 438 tokens

tensors-to-consciousness AGENTS.md

AGENTS.md instructions for alexhraber/tensors-to-consciousness, covering agents.md — universal agent contract, mandatory orientation, mandatory initialization, control-plane first loop and pre-inference governance.

alexhraber/tensors-to-consciousness · 1,496 tokens

tensors-to-consciousness CLAUDE.md

Claude Code instructions for alexhraber/tensors-to-consciousness, covering claude.md - agent entrypoint, orientation & documentation, project context, quick start and control-plane first.

alexhraber/tensors-to-consciousness · 652 tokens

tensors-to-consciousness GEMINI.md

Gemini CLI instructions for alexhraber/tensors-to-consciousness, covering gemini.md - agent entrypoint, orientation & documentation, project context, quick start and control-plane first.

alexhraber/tensors-to-consciousness · 651 tokens

spiceai copilot-instructions.md

Instructions for spiceai/spiceai, covering spice.ai agent instructions, data correctness — absolute top priority, evidence — no claim without a reproduction, build, test, lint (expensive — read first) and git & prs.

spiceai/spiceai · 7,971 tokens

meme-search CLAUDE.md

Instructions for neonwatty/meme-search, covering claude.md, 📁 file organization guidelines, 🤖 task agent usage guidelines, when to use task agents and documentation lookup pattern.

neonwatty/meme-search · 2,697 tokens