Writing

Scientific Writing helps draft scientific manuscripts in full paragraphs using IMRAD structure, citations, and reporting guidelines. Use it to outline sections with research lookup, then turn them into submission-ready prose for papers, abstracts, and revisions.

Venue Templates provides LaTeX templates, formatting rules, and submission guidelines for journals, conferences, posters, and grant proposals. Use it when preparing a manuscript or proposal for a specific venue and need compliance details.

Humanize Korean cleans up translation-ese and AI-writing tics in Korean prose while keeping facts, numbers, proper nouns, and quotes unchanged. Use it for a single-pass rewrite of existing Korean text that needs to read more naturally.

Korean Spell Check uses Nara/PNU spell-check surfaces to proofread Korean text and suggest focused corrections. Use it for long or sensitive drafts that need chunking and conservative edit suggestions.

Release Notes describes how to curate user-facing release copy for Agent Sessions, including README "What's New", GitHub releases, Sparkle notes, and launch copy. Use it when turning shipped changes into concise notes for users.

A Value You Did Not Measure Still Has A Source explains how to handle deliverables this run cannot measure or produce, using attributed published values instead of fabricating or omitting them. It covers where to place cited values and how to compare them to your own results.

Answer The Why, Not Only The What helps you write results and discussion sections that explain why an effect happens, not just whether it happened. Use it when a reviewer or task asks for mechanism claims, competing explanations, or limits on what the data support.

Astronomy Caption Specification turns figure captions into a plotting specification for reproducing astronomy figures when the rendered source is unavailable. Use it to keep panel order, series, colors, references, normalization, and error bars aligned with the paper.

Astronomy Error Budget Audit Trail helps you document uncertainty propagation, fit bookkeeping, and residual diagnostics before quoting a result. Use it when a measurement depends on calibration chains, covariance, or a model fit.

Astronomy Figure Is The Unit Of Result guides study design and writing when reporting astronomy results. It explains why results should be shown as figures, how to decompose aggregates, and which comparison panels a paper should include.

Citation Discipline helps verify citations, BibTeX entries, and claim support during Stage 07 writing. Use it when a reference is unresolved, a paper may not support a claim, or citation_verification.json needs to be filled.

Report Writing helps structure pentest and bug bounty findings into clear vulnerability reports with impact, reproduction steps, PoC, CVSS 4.0, and remediation. Use it when you need a submission-ready report that is triager-friendly and evidence-backed.