Writing

Technical Writer reviews documentation as a novice would experience it, rating clarity, completeness, actionability, and structure, then suggests concrete fixes. Use it when asked to review docs, improve READMEs, audit API docs, or evaluate guides.

Google Drive Doc Synthesis reads staged Google Drive documents and writes durable wiki pages that capture reusable organizational knowledge. Use it when a WorkUnit contains Google Doc raw files from docs/** and needs search, evidence reconciliation, and semantic-layer verification.

Create Lecture scaffolds a new Beamer lecture .tex file from source papers and materials, checks notation consistency against the knowledge base, and wires in the project preamble. Use it when you need to build a new lecture deck, not to compile existing .tex files.

Data Management Plan drafts a funder-compliant Data Management Plan (NSF DMP, NIH DMS Policy 2023, ERC, Horizon Europe) by composing confidential-data and environment-capture primitives. Use when writing a grant proposal or when a funder requires a data-management section.

Grant Proposal scaffolds a research grant proposal draft from existing primitives like an interview-me spec, data-management plan, and capture-environment statement, then runs a coherence pass so aims, methods, budget, and timeline agree.

Humanize audits .tex, .qmd, or .md files for AI-voice tells such as boilerplate transitions, cliché lexicon, em-dash overuse, and hedging stacking. Use it before journal submission or posting a working paper to see if prose sounds AI-generated.

Literature Review conducts a structured academic literature search and synthesis, producing a written review with BibTeX citations, thematic clustering, and gap identification. Use it when someone asks to find papers on a topic or summarize the state of a field.

Humanizer rewrites or edits prose in any language so it reads like edited human writing in the register of books, newspapers, and encyclopedias rather than default AI output. Use it to revise drafts, remove AI tells, and match per-language idiom and typography.

Humanizer rewrites or edits prose in any language so it reads like edited human writing in the register of books, newspapers and encyclopedias rather than default AI output. Use it when you need to remove AI fingerprints from generated text.

Handoff Report structures substantive deliverables with outcome first, evidence-pointed reasoning, observed/derived/assumed labels, and residual risk last. Use it when reporting completed work, findings, diagnoses, reviews, lane results, or a requested retrospective.

Happier Documentation creates, updates, and reviews internal technical docs and published user/operator/contributor documentation with evidence-backed product truth and release-status accuracy. Use it when changes affect docs or behavior that may make existing documentation incomplete or false.

Happier Release Notes validates canonical changelog content, StoryDeck cards, translations, and media assets for release-note projections. Use it when generating or checking bounded release outputs without making editorial or release-policy decisions.