SciCrucible: Skill for Claude Code

.claude/skills/forge-ingest/SKILL.md

forge-ingest is a skill for Claude Code from Xinyang-Li666/SciCrucible. It costs 70 tokens per session (4,402 once invoked), scanned A, original, GPL-3.0.

A research-paper intake tool that reads PDFs or text and turns them into structured wiki pages, such as paper notes, concept pages, and method pages.

In plain words
What is it for?
Use it to process a new PDF, turn a paper into structured knowledge, or update a research wiki incrementally.
Why use it?
It removes the need to organize each new paper by hand and keeps the knowledge index updated as new material arrives.

Skill for Claude Code

Written for Claude Code: installed under .claude/.

This is Xinyang-Li666/SciCrucible's own configuration. It tells Claude Code how to work on SciCrucible 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 SciCrucible configures →

Reuse

Borrowing it

Nothing to install: this file belongs to Xinyang-Li666/SciCrucible. 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/Xinyang-Li666/SciCrucible/main/.claude/skills/forge-ingest/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/Xinyang-Li666/SciCrucible

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.

agentmods badge for forge-ingest

README.md
[![agentmods](https://agentmods.dev/badge/skills/xinyang-li666/scicrucible/forge-ingest/github.svg)](https://agentmods.dev/skills/xinyang-li666/scicrucible/forge-ingest)
Your own site
<a href="https://agentmods.dev/skills/xinyang-li666/scicrucible/forge-ingest"><img src="https://agentmods.dev/badge/skills/xinyang-li666/scicrucible/forge-ingest/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.

agentmods 80×15 button for forge-ingest

Your own site · 80×15
<a href="https://agentmods.dev/skills/xinyang-li666/scicrucible/forge-ingest"><img src="https://agentmods.dev/badge/skills/xinyang-li666/scicrucible/forge-ingest.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 70 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 4,402 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
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 5.1 $0.00070 $0.04402
Opus 5 $0.00035 $0.02201
Sonnet 5 $0.00014 $0.00880
Haiku 4.5 $0.00007 $0.00440

Measured 11d ago against content hash e0519105a063, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

forge-ingest 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 11d 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/skills/forge-ingest/SKILL.md · 280 lines

The source is not reproduced here

Licensed GPL-3.0

The repository is licensed GPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.

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. 11d ago First seen · 280 lines · 70 tokens per session scan A e0519105a063

Subscribe to this mod's changes

forge-ingest is a skill published in the GitHub repository Xinyang-Li666/SciCrucible (12 stars, last pushed 1mo ago), licensed GPL-3.0. It adds 70 tokens to every session and 4,402 once invoked, about $0.0003 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.

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