40kdc-data: Skill for Claude Code

.claude/skills/author-ability/SKILL.md

Author Ability is a skill for Claude Code from wn-mitch/40kdc-data. It costs 141 tokens per session (7,697 once invoked), scanned A, original, no licence file.

A skill that imports 40,000 abilities from a PDF or JSON file into a specialised data pipeline, then validates and regenerates related data files.

In plain words
What is it for?
Use it to extract ability records, load them into the pipeline, validate the result, and update derived data artifacts.
Why use it?
It automates a large ingest process and repeatedly repairs the data until validation succeeds.

Skill for Claude Code

Written for Claude Code: installed under .claude/.

This is wn-mitch/40kdc-data's own configuration. It tells Claude Code how to work on 40kdc-data 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 40kdc-data configures →

Reuse

Borrowing it

Nothing to install: this file belongs to wn-mitch/40kdc-data. 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/wn-mitch/40kdc-data/main/.claude/skills/author-ability/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/wn-mitch/40kdc-data

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 Author Ability

README.md
[![agentmods](https://agentmods.dev/badge/skills/wn-mitch/40kdc-data/author-ability/github.svg)](https://agentmods.dev/skills/wn-mitch/40kdc-data/author-ability)
Your own site
<a href="https://agentmods.dev/skills/wn-mitch/40kdc-data/author-ability"><img src="https://agentmods.dev/badge/skills/wn-mitch/40kdc-data/author-ability/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 Author Ability

Your own site · 80×15
<a href="https://agentmods.dev/skills/wn-mitch/40kdc-data/author-ability"><img src="https://agentmods.dev/badge/skills/wn-mitch/40kdc-data/author-ability.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 141 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 7,697 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 $0.00141 $0.07697
Opus 5.5 $0.00056 $0.03079
Sonnet 5.5 $0.00028 $0.01539
Haiku 4.5 $0.00014 $0.00770

Measured 1mo ago against content hash 4d4ba48c87e0, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

Author Ability 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 1mo 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/author-ability/SKILL.md · 477 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

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. 1mo ago Changed 4d4ba48c87e0
  2. 2mo ago First seen · 477 lines · 141 tokens per session scan A 042190ecd628

Subscribe to this mod's changes

Author Ability is a skill published in the GitHub repository wn-mitch/40kdc-data (33 stars, last pushed today), with no licence file. It adds 141 tokens to every session and 7,697 once invoked, about $0.0006 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 2026-09-01.

Related

Author Ability compared with skills from other repositories

Author Ability next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
Author Abilitywn-mitch/40kdc-dataSkill33todaynoneA141Claude Code
markitdownK-Dense-AI/scientific-agent-skillsSkill56k5d agoMITA62Claude Code, Codex
paddleocr-text-recognitionPaddlePaddle/PaddleOCRSkill92k1mo agoApache-2.0A125Claude Code, Codex
azure-ai-document-intelligence-tsmicrosoft/skillsSkill3.2kyesterdayMITA47Claude Code
azure-aimicrosoft/skillsSkill3.2kyesterdayMITA66Claude Code
adelanding-ai/ade-cliSkill2.4k7d agoApache-2.0A65Claude Code, Codex
markitdownsynthetic-sciences/openscienceSkill4.4kyesterdayApache-2.0B53Claude Code