report-author

Synthesize program claims and evidence into structured research reports.

5|Updated Apr 13, 2026

Search Tags:#workflow #research #academic #reporting #evidence #synthesis

Ready to run

npx skills add https://github.com/caozx1110/ResearchLab --skill report-author

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: report-author
Source: https://github.com/caozx1110/ResearchLab/tree/main/skills/report-author
Command: npx skills add https://github.com/caozx1110/ResearchLab --skill report-author

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pyyaml, and includes scripts (resource) components.

What problem does it solve?

This Skill solves the challenge of synthesizing fragmented research data, decisions, and evidence into coherent, professional-grade reports without manual aggregation or narrative fabrication.

Core Features & Use Cases

Evidence-Backed Reporting: Automatically aggregates confirmed claims, decisions, and events into structured weekly reports, stage summaries, or PPT materials.
Academic Integrity: Generates paper outlines and BibTeX references while maintaining strict provenance and verification receipts for every claim.
Use Case: A researcher needs to prepare a weekly progress report for a supervisor; this Skill pulls the latest confirmed decisions and evidence from the workspace to generate a draft that is ready for final review.

Quick Start

Use the report-author skill to generate a weekly report for the current program.

Frequently Asked Questions about report-author

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I generate an evidence-backed research report from fragmented workspace data?▼

To generate an evidence-backed research report, this Skill synthesizes confirmed claims, decisions, and events from your workspace into structured weekly summaries, stage reviews, or academic drafts without manual aggregation.

Can I automatically create academic paper drafts with verified citation metadata?▼

Yes, you can create academic paper drafts with verified citation metadata. The Skill generates paper outlines and BibTeX references while maintaining strict provenance and verification receipts for every confirmed claim.

Does report-author require specific dependencies or environments to run?▼

Yes, the Skill requires the pyyaml dependency to operate. It runs as a script component to synthesize program-specific claims, evidence, and decision logs into structured, self-contained research reports.

How does evidence synthesis handle source verification and epistemic labels?▼

Evidence synthesis enforces source verification by checking source unit integrity and epistemic labels. This strict verification ensures all generated content remains grounded in confirmed evidence without narrative fabrication.

What is the best way to prepare weekly progress reports from confirmed program decisions?▼

The best way to prepare weekly progress reports is to pull the latest confirmed decisions and evidence from your workspace. The Skill aggregates this data into a structured draft ready for final supervisor review.

Are there limitations when generating presentation materials from research evidence?▼

A key limitation is that generated presentation materials depend entirely on confirmed evidence present in the workspace. The Skill prevents narrative fabrication by strictly verifying source unit integrity and epistemic labels before synthesis.