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MDClaw skills and CLI tools for preparing systems, running MD, analyzing trajectories, and packaging atomistic evidence
Preview markdown files and export to PDF using the native macOS MarkdownViewer app
AI coding assistant toolkit - git workflow protection, session handoff, context management, and development automation
MECE decomposition of goals, tasks, and workflows into Agent SDK-ready components with interactive tree visualizer. SessionStart hook auto-injects principles when Agent SDK or decomposition files detected.
Cost-tiered mechanical subagents โ two agents pinned to cheaper model versions so the premium tier (Opus / Sonnet 5) stays reserved for judgment. `mechanic` (Sonnet 4.6) for mechanical work that needs code/context comprehension (specified edits, cross-file refactors, boilerplate that must fit); `errand` (Haiku 4.5) for trivial self-contained transformations that need no codebase understanding (classify, extract, reformat, literal find/replace). Routing: needs code understanding -> mechanic; needs a decision -> general-purpose; otherwise -> errand. Invoke via the Agent tool with subagent_type "mechanic" or "mechanic:errand".
Skills for interacting with Plex, Jellyfin, Audiobookshelf, and Kavita media servers - list libraries, search media, manage metadata, and trigger rescans.
Transcribe a video or audio file (URL or local) into an SRT subtitle file. Choose: fast Douban ASR (with speaker diarization) or local whisper.cpp (private). Supports YouTube, Bilibili, ๅฐ็บขไนฆ, ๆ้ณ, Vimeo, Twitter/X, and local files (mp3/m4a/wav/aac/flac/mp4/webm/ogg).
Expert medical billing and coding specialist for ICD-10-CM/PCS, CPT, and HCPCS coding, claim submission, denial management, revenue cycle optimization, compliance auditing, and payer contract analysis โ maximizing clean claim rates and revenue recovery for healthcare providers of all sizes
็ฒพ้ ICD-10-CM/PCSใCPT ๅ HCPCS ็ผ็ ใ็่ตๆไบคใๆไป็ฎก็ใๆถๅ ฅๅจๆไผๅใๅ่งๅฎก่ฎกไธไปๆฌพๆนๅๅๅๆ็ๅป็่ดฆๅไธ็ผ็ ไธๅฎถโโไธบๅ็ง่งๆจก็ๅป็ๆบๆๆๅคงๅๆธ ๆด็่ต็ๅๆถๅ ฅๅๆถ
Medical Revenue Cycle specialist team โ 4 agents, 5 skills, 4-file cited knowledge bank, 3 templates, 5 commands, 8 best-practice rules, 1 advisory hook. A revenue-cycle team for a healthcare provider or RCM operator โ it drives the clean-claim rate toward 98%, attacks denials before they happen (initial denials hit ~11.8% in 2024 and trend 12โ15%), works the A/R by aging bucket, and reads net collection rate the way a CFO who lives the cash cycle does. Inherits ravenclaude-core protocols.
Reproducible statistical analysis, publication-ready figures, batch/cross-national/replication analysis, and meta-analysis synthesis.
Study design and validity review, literature-grounded variable operationalization, sample-size planning, data cleaning, de-identification, codebook generation, and dataset versioning.
Literature search with anti-hallucination citation verification, full-text retrieval, Zotero/Obsidian sync, and reference-integrity audits.
Clinical AI model research engineering: choose a paper-grounded architecture, scaffold a reproducible PyTorch training repo, validate the model's split and validation design, document it (Model Card / Datasheet), and evaluate models or LLMs/MLLMs on clinical tasks. Integrates MONAI / nnU-Net, never replaces them.
Academic presentation and PPTX building, PDF/document rendering, environment setup, and skill publishing.
Research orchestration, project intake and management, research-gap and meta-analysis topic discovery, and author-strategy analysis.
Pre-submission self-review, peer-review drafting, and reporting-guideline compliance audits against EQUATOR checklists.
Submission packaging, journal recommendation and profiling, institutional form filling (ICMJE COI, IRB), and grant proposals.
IMRAD manuscript and IRB-protocol drafting, AI-pattern removal, AI-search optimization, and reviewer-response letters.
Turn raw meeting transcripts, call notes, long meeting chats, product demo notes, or client implementation discussions into quick share-ready notes, build-guide style recaps, decisions, risks, and owner-tagged action items. Use for transcript cleanup, Slack/email-ready recaps, actionable build guides, priority briefs, and concise follow-up lists; use summarize-meeting for formal meeting records, templates, scoring, tracking scripts, or fuller meeting operations.
Meetings and shared knowledge. Chair-ready minutes from a corrected transcript and register (meeting-secretary), context-correction of raw Microsoft Teams transcripts (transcription-correction), and the STANLIB terminology lexicon (lexicon). General-purpose across personal and work use; lexicon and transcription-correction are work-context skills. Moved intact from everyday-toolkit.
Frontend design guidance: distinctive visual direction, typography, layout, and UX copy that don't read as templated defaults.
Safety hooks and dev tooling: block destructive commands, auto-format on save, and a rich statusline (Linux-only, opt-in).
Decide the structure (inline, fan-out, delegate, best-of-N, council, autonomous run), route each role to the best model, verify across vendors, and gate irreversible actions.
Greenfield Python: an opinionated stack picker (uv, ruff, pyright, pytest, FastAPI) plus idiomatic Python patterns.