“document processing”

Post-ship documentation update — reads all project docs, cross-references the diff, updates README/ARCHITECTURE/CONTRIBUTING/CLAUDE.md to match what shipped.

Review many repos under every lens — one OS process per (repo × lens), all in parallel — then consolidate every findings.json into ONE cross-repo document…

Generate or update versioned release documentation — User Guide (.docx) and Technical Guide (.docx) — for a specific release of the project.

MANDATORY when building data processing pipelines or consuming message queues.

Use when documentation (CHANGELOG, README, API docs, comments) needs to be generated or updated after code changes

Populate `<docs-dir>/features/<slug>.md` for one, several, or every undocumented feature area by dispatching up to 10 parallel subagents — one per feature.

Extract text, tables, metadata, and images from 107 document formats (PDF, Office, images, HTML, email, archives, academic) using Xberg.

文档摘要技能，检索文档片段并生成结构化摘要，可导出摘要文件到沙盒

中文优先指导 fsr document type work，同时保留 functional safety requirement、safety goal、ASIL、source tier、provenance、sample/reference、HITL、final-report、TSC-deferred 和…

Process Rust crates in layered topological order and generate Nix flakes.

高级视频处理技能包v3。场景自动分割、智能拼接(交叉淡入淡出)、 画中画叠加、文字叠加、平台预设压缩(微信/抖音/B站/4K)、 高清转换(2x/4x Lanczos)、智能剪辑(去空段+转场+压缩) 触发："视频拼接"、"自动剪辑"、"画中画"、"压缩视频"

Generate, update, and maintain comprehensive project documentation including README, API docs, JSDoc/TSDoc, architecture diagrams, and changelogs.

Write effective technical documentation including READMEs, API docs, architecture decisions, and inline code documentation.

Kiểm tra cấu trúc và lỗi bắt buộc của văn bản hành chính trước khi xuất hoặc gửi.

When and how to update project documentation, maintain architecture diagrams (JSON + SVG), and write prose that humans will actually read.

Summarize documents, extract key points, and generate structured outlines

Use at a meaningful delivery milestone when durable user, API, or operational documentation must be updated.

Documentation and markdown style rules.

Use for README, architecture docs, tech-stack docs, testing docs, API docs, deployment docs, ADRs and handoff.

GitHub adapter binding for the shepherd contract: turn a real pull request into observed events, resolve the responsible actor from commit authorship, and…

Skill for documentarian role

中文优先指导 HARA document type work，同时保留 HARA terminology、evidence、source tier、HITL、final-report、sample/reference 和 candidate-update boundaries。

OCR that never fails silently.

Generate repository summaries, onboarding explanations, and documentation improvements from analysis evidence.