brain-to-docs
Interview the user to turn project vision and decisions into README and ADR documentation.
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Interview the user to turn project vision and decisions into README and ADR documentation.
Create release notes and product updates that developers actually read and care about. This skill covers changelog formatting, versioning communication, breaking change announcements, deprecation notices, and building anticipation for new features.
Use when the user explicitly invokes CrossFrame or 跨尺度结构诊断 for Chinese-canonical structural diagnosis of complex relationships, organizations, institutions, public disputes, or long-term evolution.
Use when CrossFrame Suite routes explicit Chinese proposition testing, debate analysis, hidden-premise review, rebuttal design, or withdrawal condition checks.
Use when CrossFrame Suite routes explicit Chinese reader replies, editor responses, consultation-style short answers, or boundary-aware structural advice.
Use when explicit CrossFrame work needs a Chinese critical insight essay, commentary, concept essay, public piece, or structure-to-article draft after diagnosis.
Use when explicit CrossFrame output needs review for reasoning fidelity, evidence boundaries, source anchors, concept drift, article collapse, or repair steps.
Use when the user explicitly invokes CrossFrame Suite for Chinese structural diagnosis workflows across relationships, organizations, public issues, philosophy, research, or essay output.
When the user wants to create technical content for developers including blog posts, tutorials, and documentation.
Transform documentation into a powerful marketing channel that attracts, converts, and retains developers.
Records decisions and documentation. Use when making architectural decisions, changing public APIs, shipping features, or when you need to record context that future engineers and agents will need to understand the codebase.
A relentless interview to sharpen a plan or design, which also creates docs (ADR's and glossary) as we go.
Detect and rewrite AI-like Chinese text with a practical workflow for scoring, humanization, academic AIGC reduction, and style conversion. Use when the user asks to 去AI味, 降AIGC, 去除AI痕迹, 论文降重, 知网检测, 维普检测, humanize chinese, detect AI text, or make Chinese text sound more natural.
Open Markdown reliably in cmux panes and recover from blank rendered surfaces.
Create Mermaid diagrams for flowcharts, sequences, ERDs, and architectures. Masters syntax for all diagram types and styling.
Generate images and videos with MuAPI's schema-driven asynchronous media API while protecting keys, polling, and output downloads.
Use when converting a PDF into another format such as Markdown, HTML, text, JSON, DOCX, or structured notes and the agent must choose the best extraction route, settings, and cleanup strategy for maximum fidelity and readability.
Comprehensive guide to writing effective, blameless postmortems that drive organizational learning and prevent incident recurrence.
Use when a user asks to "proofread", "review and correct", "fix grammar", "improve readability while keeping my voice", and to proofread a document file and save an updated version.
Completely delete and rewrite a file or module from scratch when structural rot makes patching impossible.
Client-facing red-team deliverable format
Creates exhaustive technical references and API documentation. Generates comprehensive parameter listings, configuration guides, and searchable reference materials.
Plan email nurture and multi-touch communication sequences when each message should build trust and prepare the next decision.
Rewrite the previous response more briefly while preserving the substance.
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