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scholaraio: Instructions file for Claude Code

CLAUDE.md

scholaraio CLAUDE.md is an instructions file for Claude Code from ZimoLiao/scholaraio. It costs 248 tokens per session, scanned A, original, MIT.

Project instructions for Claude Code in ScholarAIO, an academic research tool for searching literature, examining evidence, organizing project context, and producing research outputs.

In plain words
What is it for?
Use it as the project entry point when working on ScholarAIO, especially when locating shared guidance, key code areas, documentation, or research-related skills.
Why use it?
It keeps project facts and development guidance in predictable places, so Claude Code can find the right instructions without loading everything at once.

Instructions file for Claude Code

Written for Claude Code: the file is CLAUDE.md. Also seen: reads .claude/ paths; mentions Claude Code; mentions AGENTS.md.

This is ZimoLiao/scholaraio's own configuration. It tells Claude Code how to work on scholaraio itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything scholaraio configures →

not rated 584repo +1 10d ago A scan 248 tokens original MIT
View source ↗ ZimoLiao/scholaraio zimoliao.github.io
Reuse

Borrowing it

Nothing to install: this file belongs to ZimoLiao/scholaraio. 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/ZimoLiao/scholaraio/main/CLAUDE.md
Clone the repo
git clone --depth 1 https://github.com/ZimoLiao/scholaraio

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.

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README.md
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Your own site
<a href="https://agentmods.dev/instructions/zimoliao/scholaraio/claude-md"><img src="https://agentmods.dev/badge/instructions/zimoliao/scholaraio/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.

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Per session 248 This file is loaded in full into every session.
When invoked 248 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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00248 $0.00248
Opus 5.5 $0.00099 $0.00099
Sonnet 5.5 $0.00050 $0.00050
Haiku 4.5 $0.00025 $0.00025

Measured 2mo ago against content hash 530af1cbb025, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

scholaraio 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

ScholarAIO - Claude Code Entry

This file is the Claude Code project-memory entrypoint. It intentionally stays light:

  • durable project facts and navigation live here
  • reusable procedures belong in .claude/skills/
  • deep reference lives in the indexed docs/ knowledge base, starting at docs/DESIGN.md and docs/guide/agent-reference.md

Claude-specific notes:

  • Use /memory to edit this file or imported project memory.
  • Keep shared workflows in skills, not in this file.
  • Shared project guidance, including core writing skills such as academic-writing, nature-workflow, paper-guided-reading, poster, and technical-report, is imported from @AGENTS.md.
  • Important canonical pointers remain: scholaraio/stores/explore.py, scholaraio/projects/workspace.py, scholaraio/services/insights.py, scholaraio/services/translate.py, scholaraio/interfaces/cli/, scholaraio/interfaces/cli/compat.py for internal CLI wiring, and scholaraio/cli.py as the published entrypoint.

@AGENTS.md

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. 2mo ago First seen · 17 lines · 248 tokens per session scan A 530af1cbb025

Subscribe to this mod's changes

scholaraio CLAUDE.md is an instructions file published in the GitHub repository ZimoLiao/scholaraio (584 stars, last pushed 10d ago), licensed MIT. It adds 248 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.

Researchagentic-scienceagentic-searchai-agentcomputational-researchresearch-workflowscientific-computing
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