Does this skill require specific input files?

Yes, it requires upstream research artifacts like subsection_briefs.jsonl, evidence_drafts.jsonl, and an anchor_sheet.jsonl to function correctly.

Can I use any citation from my bibliography?

No, the skill enforces a 'citation scope' that restricts the writer to specific bibkeys mapped to that subsection, preventing hallucinated or irrelevant references.

How does this skill prevent 'hollow writing'?

It provides the writer with concrete 'anchors' and 'comparison cards' that are mandatory to use, ensuring every paragraph contains specific data points rather than generic summaries.

What is a writer context pack?

A writer context pack is a structured JSONL file that merges subsection briefs, evidence, anchors, and allowed citations into a single file to guide the drafting process.

What is the 'Writer Contract'?

It is a set of executable instructions that the drafting agent must follow, such as adhering to paragraph plans and avoiding specific repetitive meta-narrative phrases.

Research Writer Context Pack

Name: Research Writer Context Pack
Author: WILLOSCAR

byWILLOSCAR

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内容管理

Generates structured, evidence-rich context packs to bridge research artifacts and high-quality technical drafting.

The writer-context-pack skill acts as a deterministic bridge between raw research data and final manuscript drafting. By merging subsection briefs, evidence drafts, and anchor facts into a single per-subsection JSONL, it eliminates 'hollow' AI writing and ensures every paragraph is grounded in verified citations and specific evaluation metrics. It enforces a strict 'writer contract' that mandates comparison-based writing and prevents repetitive template-like narration, resulting in professional, publication-ready prose that adheres to specific evidence-first constraints.

主要功能

01Enforces 'Anti-Template' rules to prevent repetitive AI narration and meta-signposting

02Restricts citation scope to pre-mapped bibliography keys to prevent reference hallucinations

03Integrates Paper-Voice palettes to ensure varied, professional academic tone and style harmonization

04Consolidates research briefs, evidence drafts, and anchor sheets into a single deterministic source

0596 GitHub stars

06Mandates the use of specific comparison cards and numeric evaluation anchors for grounded claims

使用场景

01Ensuring large-scale technical documentation maintains a consistent evidence density across diverse contributors

02Automating the transition from raw research notes to structured, argumentative academic prose

03Bridging the gap between literature review artifacts and the first draft of a technical paper

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add willoscar/research-units-pipeline-skills writer-context-pack

For use in Claude.ai and ChatGPT

Download Skill