book-to-copilot-skill

Convert a book, PDF, regulation or document collection into a reusable Agent Skill. Test whether it changes the model's answer. Ship the reviewed result across the Microsoft Copilot ecosystem.

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What the project does

One workflow from source to reusable skill

The converter is the product. The twelve regulated examples demonstrate that the same workflow can be inspected, measured and reused.

01
Convert
Give the Agent Skill one file, several files, a folder or a glob. It supports PDF, EPUB, DOCX, Markdown, plain text, HTML, RTF and MOBI/AZW, then extracts structure, frameworks, rules, techniques and anti-patterns into a reusable skill.
02
Prove
Run the same case and prompt without the skill and with it installed. A deterministic scorer checks expected decisions, selected options, rule citations, human routing and unsafe authority claims. Raw answers stay public.
03
Ship
Package the reviewed skill for Microsoft 365 Copilot Cowork, GitHub Copilot for VS Code, Microsoft Scout, or Copilot Studio. Every example produces five deterministic archives.

Measured difference

LLM only vs LLM + skill

Across twelve locked examples, the skill added the policy, evidence and output structure that the control model never received.

LLM only

33/100

12 / 12: examples with zero policy citations
0 / 12: exact expected decision class

LLM + skill

95/100

0 / 12: examples with zero policy citations
9 / 12: exact expected decision class

This is not a production benchmark. Each comparison uses one frozen scenario and one run per condition on the named host. Three skill runs selected a more cautious class than the locked expectation; those results remain published.

Inspect raw evidence

Public proof set

Twelve reusable examples

Every example publishes its source manifest, synthetic policy and case, generated skill, twelve scenarios, control answer, skill answer, scorecard and five host packages.

Open the full example catalog

Build with it

Create and publish your own skill

Clone the public repository into a supported skills directory, point it at material you are allowed to process, validate the generated files, then reuse the same comparison fixture before making a quality claim.

Install for GitHub Copilot CLI

git clone https://github.com/kivancakdeniz/book-to-copilot-skill.git \
  ~/.copilot/skills/book-to-skill

Convert one source or combine several related files into one skill.
Run Copilot and Claude compatibility checks plus the prompt-injection scanner.
Compare LLM-only and LLM + skill with a locked expectation.
Package the reviewed skill for the target Copilot host.

Enterprise-ready boundaries

Local extraction, explicit rights, human authority

Source extraction runs locally; hosted model usage follows the provider's data terms.
Raw official documents are not bundled in the public examples or release packages.
Generated skills from copyrighted or confidential sources stay private unless sharing rights exist.
A skill may structure evidence and recommend a path, but an authorized human owns approval and action.

Independent downstream of the MIT-licensed virgiliojr94/book-to-skill project. This edition adds Copilot packaging, repeatable evaluation, twelve enterprise examples and release hardening.

book-to-copilot-skill

Convert

Prove

Ship