Writing

Academic Paper Strategist plans philosophy and interdisciplinary academic papers for preprint platforms via three phases: platform analysis, AI-driven literature search with gap identification, and outline optimization. Use it when planning or preparing for preprint submission.

Mintlify builds and maintains documentation sites using MDX, docs.json configuration, and Mintlify components. Use it when creating, updating, or organizing Mintlify-based docs, including navigation, frontmatter, internal links, and validation/accessibility checks.

HNS OSS Docs Structure Map documents exact paths and schemas for the HNS OSS docs site, including Hugo config, locale metadata, sidebar menu icons, and Vercel redirects. Use it before editing navigation or configuration in the docs-site so changes stay consistent across all four locales.

Moai Domain Humanize detects and removes AI tells from generated text while preserving meaning, facts, and figures. Use it for Korean, English, Japanese, and Chinese prose or marketing copy to make AI text read as human-authored.

Docs i18n Rules defines hard internationalization rules for the moai-adk-go README and docs-site, covering canonical locale chains, simultaneous 4-locale updates, Mermaid TD-only diagrams, no-emoji in body text, emphasis-marker spacing, URL blacklist, version SSOT, and immutable Vercel binding. Loaded first by documentation specialists before any edit.

README 4-File Sync guides editing the canonical Korean README and deriving the English, Japanese, and Chinese versions with shared header and section-order parity. Use it when updating repo README files that must stay synchronized.

Provides structured frameworks for constructing arguments and rebuttals using the Toulmin model, evidence classifications, and rebuttal strategies for debate agents.

Shuorenhua detects and removes AI-sounding patterns from Chinese and English text while preserving facts, terminology, and responsibility. Use it when rewriting or reviewing text for a more natural, human tone.

Ad Angle Miner extracts ad angles from reviews, Reddit, support tickets, and competitor ads. Use it when you need a ranked bank of pain points, outcome phrases, competitor weaknesses, and proof quotes for campaigns.

Chorus Blog Post writes bilingual (zh/en) release blog posts for the Chorus landing site, following a problem-first narrative and editorial style. Use it when announcing a new version or feature to craft posts that resonate with readers.

Chorus Docs routes questions about how to use, configure, deploy, or operate Chorus to the live documentation site at doc.chorus-ai.dev, grounding answers in current published docs instead of memory.

Caveman encodes SPEC.md and spec-adjacent writes into compressed symbolic notation, cutting tokens ~75% versus prose while preserving facts. Use it when writing or editing specs, backprop entries, or whenever brevity is requested.