RyderFreeman4Logos

Query and edit a SiYuan knowledge base via its API.

Create, read, edit Excel .xlsx spreadsheets and CSVs.

Create, read, edit Excel .xlsx spreadsheets and CSVs.

Curate LLM training data: dedupe, filter, PII redaction.

Scrape sites with stealth browsing and Cloudflare bypass.

Clean training loops with built-in distributed support.

Roleplay a hostile user to find and triage UX pain points.

Embedding database for RAG and semantic search.

Use when: full dev cycle branch->plan->implement->review->PR->merge

Use when: executing tasks via csa run/review/debate, session mgmt

Use when: iterative review-fix loop until csa review --diff is clean

Use when: running CSA-driven code review, independent model selection

Use when: three-layer manager-employee orchestration for delegation

Use when: legacy alias, redirects to dev2merge pipeline

Use when: converting TODO plan or open GitHub issues into deterministic execution checklist

Use when: creating TODO plan with debate-enhanced CSA reconnaissance, including epic decomposition for large tasks

Project-local mempal smoke test. Use after installing, restarting, merging, or changing mempal to verify installed CLI, daemon singleton/current binary, REST/MCP availability, read-only memory surfaces, reversible CLI/MCP CRUD, cleanup, and resource safety without leaking drawer content or starting duplicate daemons.

Selectively port new features and bug fixes from upstream to a heavily diverged fork. Uses a tracking file (.upstream-sync.json) to resume from the last synced commit. Classifies each upstream commit as port/skip, then delegates implementation to CSA subagents to keep the main agent context clean. Handles massively diverged codebases where direct merge/rebase would produce hundreds of unresolvable conflicts. Trigger: "sync upstream", "merge upstream", "同步 upstream", "拉取上游", "port upstream".

硬核科幻/伪奇幻异世界小说写作辅助技能。用于： (1) 撰写或修改 chapters/ 目录下的章节 (2) 需要遵循特定文风（理性荒诞感、多感官描写、展示而非告知） (3) 用户要求"写章节"、"续写"、"改写"、"润色"时触发 核心：参考用户提供的范文的文风，避免AI写作的常见问题。