npx claudepluginhub yodem/academic-writer --plugin academic-writer# Auto-generated from skills/help/SKILL.md # Academic Writer — Help Display a friendly, comprehensive guide to the Academic Writer plugin. No profile or tools required — this is pure documentation. Print the following (adapt formatting for readability): ## What is Academic Writer? Academic Writer is an AI-powered writing assistant built for **Humanities researchers**. It helps you produce rigorously cited, style-matched academic articles as .docx files. What makes it different: - **Your voice, not AI voice** — It analyzes your past publications to learn your writing style (sentence...
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Display a friendly, comprehensive guide to the Academic Writer plugin. No profile or tools required — this is pure documentation.
Print the following (adapt formatting for readability):
Academic Writer is an AI-powered writing assistant built for Humanities researchers. It helps you produce rigorously cited, style-matched academic articles as .docx files.
What makes it different:
/academic-writer:init
This walks you through:
past-articles/)| Tool | What it does |
|---|---|
| Candlekeep | Cloud document library — your source PDFs and research materials |
| Agentic-Search-Vectorless | Vectorless semantic search across all your sources |
| Cognetivy | Workflow tracking and audit trail |
| Command | What it does |
|---|---|
/academic-writer:write | Write a new article — the full pipeline from subject to .docx |
/academic-writer:edit | Edit an article — revise sections, fix citations, adjust tone, restructure |
/academic-writer:edit-section | Edit one section — fast, focused single-section edit |
/academic-writer:research | Research a topic — query your sources, get answers with citations |
/academic-writer:init | First-time setup — profile, style analysis, source indexing |
/academic-writer:health | System check — verify all integrations are working |
/academic-writer:update-field | Change your field without re-running full init |
/academic-writer:update-tools | Add/remove integrations |
/academic-writer:review | Self-review — score a completed article on 6 quality dimensions |
/academic-writer:ideate | Brainstorm ideas — 5W1H framework, gap analysis, research question formulation |
/academic-writer:learn | Update style — scan new past articles and refresh your style fingerprint |
/academic-writer:present | Post-article deliverables — conference outlines, journal abstracts, book chapter proposals |
/academic-writer:setup | Quick setup — creates profile, detects integrations |
/academic-writer:help | This help page |
When you run /academic-writer:write, you go through a conversational pipeline:
When you run /academic-writer:edit, you can:
For quick, single-section work, use /academic-writer:edit-section instead — it's faster because it only processes one section.
Both edit skills spawn parallel subagents for speed — multiple sections are edited simultaneously, and research queries (for finding new evidence) run in parallel across RAG and Candlekeep.
When you run /academic-writer:research, you can:
This is independent of the article pipeline — use it anytime you want to query your research materials.
The fingerprint is extracted from your past articles during /academic-writer:init. It captures 25 dimensions of your writing across 8 categories:
| Category | What it tracks |
|---|---|
| Sentence-level | Length, structure variety, openers, passive voice |
| Vocabulary | Complexity, register, field jargon, Hebrew conventions |
| Paragraph structure | Pattern, length, argument progression, evidence handling |
| Tone & voice | Descriptors, authorial stance, hedging/asserting, engagement |
| Transitions | Preferred phrases by function, section bridging |
| Citations | Density, integration style, quote length |
| Rhetorical patterns | Common moves, opening/closing strategies |
| Representative excerpts | 5 real passages as style targets |
Every paragraph is scored against this fingerprint. The synthesizer also runs a full-article compliance check at the end.
The plugin is designed for speed. Wherever possible, work is parallelized:
| Operation | What happens |
|---|---|
| Deep read | 3 RAG queries run simultaneously, then entity queries in parallel |
| Section writing | One subagent per section, all writing at the same time |
| Research | RAG + Candlekeep queried by separate subagents in parallel |
| Editing multiple sections | One section-writer subagent per section, all in parallel |
| Citation audit (edit) | One auditor per section, all in parallel |
| Path | Purpose |
|---|---|
.academic-helper/profile.md | Your researcher profile (field, style, tools, sources) |
past-articles/ | Your published papers for style analysis (never uploaded) |
.claude/agents/ | AI agent prompts (deep-reader, architect, section-writer, auditor, synthesizer) |
.cognetivy/ | Workflow tracking data |
references/ | API documentation for integrations |
/academic-writer:health to check all components/academic-writer:update-field/academic-writer:update-toolspast-articles/ and re-run /academic-writer:init../Agentic-Search-Vectorless/ repo exists and the service is running