academic-writer

Quick edit of a single section — rewrite, expand, cut, fix citations, or adjust style. Faster than full article edit.

Edit a previously written article — revise sections, fix citations, adjust tone, restructure arguments, or rewrite passages.

Check the health of all Academic Writer integrations — profile, Candlekeep, RAG, Cognetivy, past articles, and source index.

Learn what the Academic Writer plugin does and how to use it.

Guided research ideation — brainstorm research questions using 5W1H, gap analysis, and structured framing. Outputs a research brief that feeds into /academic-writer:write.

First-time setup for the Academic Writer. Configures researcher profile, analyzes writing style from past articles, and indexes research sources.

Style learning — scans past-articles/ for new files, extracts style patterns, and merges them into the existing style fingerprint. Shows a diff report.

Post-article deliverables — generate conference presentation outlines, journal submission summaries, and book chapter proposals from a completed article.

Research a subject or answer questions using your indexed sources — Candlekeep and RAG. Spawns parallel subagents for speed.

Self-review quality gate — scores a completed article on 6 dimensions (structure, argument logic, citation completeness, source coverage, writing quality, academic conventions) and presents a scorecard before final output.

First-time setup for Academic Writer — creates researcher profile, detects integrations, analyzes writing style from past articles

Update your field of study in the Academic Writer profile.

Add, remove, or reconfigure integrations (Candlekeep, Vectorless, Cognetivy, NotebookLM)

Write a new academic article. Conversational pipeline: subject → sources → deep read → thesis → outline → write → audit → .docx

Proposes thesis statements and generates structured article outlines for Humanities scholars. Use when the write-article skill needs thesis proposals or an article outline.

Citation hard gate — verifies every factual claim in a paragraph against the researcher's actual sources. Use when section-writer or edit skills need citation verification.

Explores source material before thesis proposal. Reads Candlekeep documents and queries Agentic-Search-Vectorless to map available evidence, arguments, and gaps. Use when the write-article skill needs to explore sources for a new article.

Writes one complete article section with a per-paragraph skill pipeline (draft, style compliance, grammar, academic language, language purity, repetition, citation audit). Use when write-article or edit skills need section content produced.

Style learning agent — analyzes new articles in past-articles/ to extract writing patterns and merge them into the existing style fingerprint. Use when academic-writer-learn skill needs style extraction.

Final editor — reviews the complete drafted article for argument coherence, narrative flow, consistent style, and zero repetition. Makes targeted surgical revisions. Use when write-article or edit skills need full-article review.

Manage workflows, workflow versions, runs, step events, node results, and strict schema-backed collections in this project. Use when the user asks to start/complete a run, execute workflow nodes, log step_started/step_completed events, persist node results, or read/write structured data in collections. All operations run via the cognetivy CLI from the project root that contains .cognetivy/

Quick edit of a single section — rewrite, expand, cut, fix citations, or adjust style. Faster than full article edit.

Edit a previously written article — revise sections, fix citations, adjust tone, restructure arguments, or rewrite passages.

Check the health of all Academic Writer integrations — profile, Candlekeep, RAG, Cognetivy, past articles, and source index.

Learn what the Academic Writer plugin does and how to use it.

Guided research ideation — brainstorm research questions using 5W1H, gap analysis, and structured framing. Outputs a research brief that feeds into /academic-writer:write.

First-time setup for the Academic Writer. Configures researcher profile, analyzes writing style from past articles, and indexes research sources.

Style learning — scans past-articles/ for new files, extracts style patterns, and merges them into the existing style fingerprint. Shows a diff report.

Post-article deliverables — generate conference presentation outlines, journal submission summaries, and book chapter proposals from a completed article.

Research a subject or answer questions using your indexed sources — Candlekeep and RAG. Spawns parallel subagents for speed.

Self-review quality gate — scores a completed article on 6 dimensions (structure, argument logic, citation completeness, source coverage, writing quality, academic conventions) and presents a scorecard before final output.

First-time setup for Academic Writer — creates researcher profile, detects integrations, analyzes writing style from past articles

Update your field of study in the Academic Writer profile.

Add, remove, or reconfigure integrations (Candlekeep, Vectorless, Cognetivy, NotebookLM)

Write a new academic article. Conversational pipeline: subject → sources → deep read → thesis → outline → write → audit → .docx

1 hook across 1 event