Browse Skills — Page 181
32,221 public skills · showing 18,001–18,100
- 100/100
mcp-hass
aahl/skills
The skill for control Home Assistant smart home devices and query states using MCP protocol.
- 75/100
mcp-implementation-security-review
github/awesome-copilot
|
- 100/100
mcp-installer
openakita/openakita
Install, configure, and add MCP servers to the OpenAkita system. Use when the user needs to install MCP packages (npm/pip/uvx), connect remote HTTP/SSE MCP services, set up custom local MCP servers, or manage MCP server configuration and lifecycle.
- 100/100
mcp-jetbrains
beep-effect/beep-effect
Use for JetBrains MCP operations in this repo, including project introspection, file access, and startup diagnosis.
- 100/100
mcp-lark
aahl/skills
Based on FeiShu(飞书) / Lark's OpenAPI MCP server, manage user information, chats, emails, cloud documents, multidimensional tables, tasks, calendars, etc.
- 100/100
mcp-local-rag
shinpr/mcp-local-rag
Search, ingest, expand chunk context, or manage local documents via a local RAG MCP server (tools: query_documents, read_chunk_neighbors, ingest_file, ingest_data, delete_file, list_files). Use when user says "search my docs", "save this page", "read around that chunk", "what did I save about X", or invokes `npx mcp-local-rag`.
- 100/100
mcp-management
CodeAlive-AI/ai-driven-development
Search, install, configure, update, and remove MCP servers across coding agents (Claude Code, Cursor, VS Code, Claude Desktop, Gemini CLI, Codex, Goose, Zed, and more). Supports multi-agent installation via npx add-mcp, the official MCP registry, and direct config editing.
- 100/100
mcp-manager
aAAaqwq/AGI-Super-Team
MCP 服务器智能管理助手。自动检测 MCP 可用性、智能开关、功能问答,提供人性化的 MCP 管理体验。
- 100/100
mcp-media-inbox-triage
zapier/gtm-cheat-codes
Find media, partnership, and high-intent requests buried in a shared Gmail inbox, summarize the useful ones, and route them to the right owner through Zapier MCP.
- 100/100
mcp-only
compozy/agh
Skill with MCP metadata only
- 100/100
mcp-patterns
softspark/ai-toolkit
MCP server design: tool schemas, resources, stdio/SSE, capability negotiation. Triggers: MCP, Model Context Protocol, JSON-RPC, stdio, SSE, Claude Desktop.
- 100/100
mcp-pulse
aaronjmars/aeon
Weekly tracker for the Model Context Protocol (MCP) ecosystem — new server implementations, adoption velocity, npm/GitHub signals, and protocol evolution. Thesis check — is MCP becoming the default tool-call rail for agents?
- 100/100
mcp-release-qa
github/awesome-copilot
Verify an MCP server before release by exercising a real protocol session, comparing runtime capabilities with source and documentation, testing failure paths, and recording reproducible evidence. Use when shipping or reviewing an MCP server, tool, resource, prompt, catalog, or install path.
- 100/100
mcp-security
wgpsec/AboutSecurity
|
- 100/100
mcp-security-audit
github/awesome-copilot
|
- 100/100
mcp-server-builder
alirezarezvani/claude-skills
Design and ship production-ready MCP (Model Context Protocol) servers from OpenAPI contracts instead of hand-written tool wrappers. Python and TypeScript support, schema validation, safe evolution. Use when exposing an existing API as an MCP server, building tool integrations for Claude or Codex or Cursor, or scaffolding an MCP project from scratch.
- 100/100
mcp-server-patterns
affaan-m/ECC
Build MCP servers with Node/TypeScript SDK — tools, resources, prompts, Zod validation, stdio vs Streamable HTTP. Use Context7 or official MCP docs for latest API.
- 100/100
mcp-setup
vellum-ai/vellum-assistant
Add, authenticate, list, and remove MCP (Model Context Protocol) servers
- 100/100
mcp-sheet-cache-bridge
zapier/gtm-cheat-codes
Keep Zapier Tables or another MCP-connected record store as the source of truth while Google Sheets-based tools read an event-driven cache tab.
- 100/100
mcp-tool-developer
diegosouzapw/awesome-omni-skills
MCP Tool Developer workflow skill. Use this skill when the user needs Build Model Context Protocol (MCP) servers and tools from scratch. Full-stack MCP development with TypeScript/Python, testing, deployment, and registry publishing and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
- 100/100
mcp-tool-developer-v2
diegosouzapw/awesome-omni-skills
MCP Tool Developer workflow skill. Use this skill when the user needs Build Model Context Protocol (MCP) servers and tools from scratch. Full-stack MCP development with TypeScript/Python, testing, deployment, and registry publishing and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
- 100/100
mcp-tool-discovery
serac-labs/serac
Use tool_search to discover and enable lazy-loaded Serac MCP tools (snow_*, jira_*, github_*, etc). Explains naming conventions, search strategies, and always-available activity tools.
- 100/100
mcp-urgent-caller-triage
zapier/gtm-cheat-codes
Prioritize inbound client calls by reading transcripts, classifying urgency, matching callers to legal client and matter context, and preparing a callback list for human review.
- 100/100
mcp-visual-output
yonatangross/orchestkit
Interactive MCP visual output via @json-render/mcp. Upgrade plain JSON tool responses to interactive dashboards rendered in sandboxed iframes inside Claude, Cursor, and ChatGPT conversations. Covers createMcpApp(), registerJsonRenderTool(), CSP config, streaming, and dashboard component patterns. Use when building MCP servers that return visual output, upgrading existing MCP tools with interactive UI, or creating eval/monitoring dashboards.
- 100/100
mcp-vods
aahl/skills
用于追剧/追番的技能,为AI提供搜索影视播放地址的能力,并支持在小米电视上直接播放。当用户想搜索影视、动漫、短剧、综艺等节目信息或更新进度时使用此技能。
- 90/100
mcporter
openclaw/openclaw
List, configure, authenticate, call, and inspect MCP servers/tools with mcporter over HTTP or stdio.
- 100/100
mcstatus
aAAaqwq/AGI-Super-Team
生成 Agent 与 Cron 的模型配置状态报告,展示主模型、fallback 链和任务分配情况。
- 100/100
md-analysis-planner
HeshamFS/materials-simulation-skills
>
- 100/100
md-document
alirezarezvani/claude-skills
Converts long-form markdown (specs, RFCs, reports, plans, explainers) into a single-file, lightly-interactive HTML document with sticky TOC, scrollspy, search filter, code-copy buttons, and design-system-driven brand tokens. Triggers when the markdown-html-orchestrator classifies an input as DOCUMENT, or when invoked directly via /cs:md-document. Reads the design-system config via config_loader.py and inlines the user's 12 derived CSS custom properties; refuses to render if onboarding hasn't run. Single-file output — Google Fonts + Prism.js CDN are the only externals; no framework runtime, no build step. Use after orchestrator routing or after design-system onboarding is confirmed.
- 100/100
md-review
alirezarezvani/claude-skills
Converts a markdown PR writeup or code review (one with ```diff fenced blocks and severity-tagged > [!BLOCKER]/[!MAJOR]/[!MINOR]/[!NIT] callouts) into a single-file 2-column HTML review — unified-diff on the left, severity-tagged annotation cards on the right, top jump-nav listing every finding, mandatory named reviewer footer. Triggers when the markdown-html-orchestrator classifies an input as REVIEW, or when invoked directly via /cs:md-review. Refuses without explicit --reviewer (a code review must name a human), refuses if no diff hunks present (route to md-document instead), and refuses to encode severity in color only (every badge ships color + icon + aria-label per WCAG 1.4.1). Use after orchestrator routing.
- 100/100
md-slides
alirezarezvani/claude-skills
Converts a markdown deck (slides separated by `---` HR boundaries or by `# ` H1 headings, with optional `<!-- notes: ... -->` presenter notes blocks) into a single-file HTML presentation with arrow-key / space / PgDn / PgUp / Home / End / P / Esc keyboard navigation, presenter mode (split view with current slide + speaker notes + clock + next-slide preview), URL-hash deep linking, and `@media print` page-per-slide for PDF export. Triggers when the markdown-html-orchestrator classifies an input as SLIDES, or when invoked directly via /cs:md-slides. Reuses md-document's markdown parser for slide-body rendering and reads design-system tokens via config_loader.py. Refuses if input has no clear slide boundaries, produces a 1-slide deck, or `--strict-notes` is on with < 50% notes coverage. Use after orchestrator routing.
- 100/100
md-to-docx
github/awesome-copilot
Convert Markdown files to professionally formatted Word (.docx) documents with embedded PNG images — pure JavaScript, no external tools required
- 100/100
md2pdf
KerberosClaw/kc_ai_skills
Use when the user wants to convert one Markdown file into a publication-ready A4 PDF, especially when the source may contain Mermaid diagrams, ASCII diagrams, CJK text, tables, or pandoc/weasyprint edge cases. Works by copying the source to a _pdf.md working file, converting diagrams, escaping PDF-breaking syntax, rendering with pandoc + weasyprint, then self-checking pages. NOT for batch conversion, slide decks, or editing the original Markdown in place.
- 100/100
md2ppt
KerberosClaw/kc_ai_skills
Use when the user wants to turn a Markdown report into a presentation-quality .pptx via interactive design decisions and a reusable hand-coded build script. Drives pre-analysis, global style choices, optional per-slide layout dialogue, python-pptx composition, and optional LibreOffice render self-check. NOT a generic auto-converter, NOT for PDF output, and NOT a fixed brand-template pipeline — brand integration is handled ad hoc through helper primitives.
- 100/100
md2wechat
geekjourneyx/md2wechat-skill
Convert Markdown to WeChat Official Account HTML. Use this whenever the user wants WeChat article formatting, article preview, WeChat draft upload, image generation for articles, cover or infographic generation, image-post creation, writer-style drafting, title suggestions, AI trace removal, or current discovery of supported providers, themes, prompts, and layout modules.
- 100/100
md2wechat-lite
geekjourneyx/md2wechat-lite
Manages md2wx CLI for converting Markdown to WeChat Official Account drafts. Use when working with WeChat article publishing, Markdown to HTML conversion, or WeChat media upload.
- 100/100
md2word
cat-xierluo/legal-skills
Markdown转Word文档技能。将Markdown文档转换为符合中文排版标准的专业格式Word文档,支持多种预设格式。适用于正式文档、论文、报告等需要规范排版的文档转换。
- 100/100
mdanalysis-trajectory
jaechang-hits/SciAgent-Skills
Analyze MD trajectories from GROMACS, AMBER, NAMD, CHARMM, LAMMPS. Reads topology/trajectory into Universe objects; supports RMSD, RMSF, radius of gyration, contact maps, H-bonds, PCA, and custom distance/angle calculations. Use for post-simulation structural analysis; use OpenMM/GROMACS for running simulations.
- 100/100
mdr-745-specialist
alirezarezvani/claude-skills
EU MDR 2017/745 compliance specialist for medical device classification, technical documentation, clinical evidence, and post-market surveillance. Covers Annex VIII classification rules, Annex II/III technical files, Annex XIV clinical evaluation, Art. 86 PSUR schedules, and EUDAMED integration. Use when classifying a medical device under MDR, building or gap-checking a technical file, planning clinical evaluation or PMS/PSUR cadence, or preparing for notified body review (e.g., 'what class is my device under MDR', 'review my PSUR schedule').
- 100/100
mdtraj-trajectory-analysis
jaechang-hits/SciAgent-Skills
mdtraj molecular dynamics trajectory analysis (Python). Reads DCD/XTC/TRR/NetCDF/H5/PDB topologies and trajectories; computes RMSD vs time, radius of gyration, per-residue RMSF, residue-residue contact frequency maps, phi/psi torsions for Ramachandran plots (general + Gly/Pro), and 8-state DSSP secondary structure. Modules: trajectory I/O, geometry (distances/angles/dihedrals), structural analysis (RMSD/Rg/RMSF/SASA), contacts, hydrogen bonds, secondary structure (DSSP), NMR observables. For broader atom-selection grammar use mdanalysis-trajectory; for running MD simulations use OpenMM/GROMACS.
- 100/100
measure
ghaida/intent
>
- 100/100
measure-dashboard-requirements
product-on-purpose/pm-skills
Specifies what questions a dashboard must answer and the metrics, visualizations, filters, and data sources it needs, so data teams build something that informs decisions rather than displaying numbers. Use when requesting a dashboard or formalizing ad-hoc reporting. For the event tracking that feeds the dashboard, use measure-instrumentation-spec instead; instrument first, visualize second.
- 100/100
measure-experiment-design
product-on-purpose/pm-skills
Designs an A/B test or experiment with variants, success metrics, sample size, and duration for an existing hypothesis. Use when planning an experiment to validate a product change or test an assumption you have already framed. To articulate the hypothesis itself first, use define-hypothesis.
- 100/100
measure-experiment-results
product-on-purpose/pm-skills
Documents the results of a completed experiment or A/B test with statistical analysis, learnings, and recommendations. Use after experiments conclude to communicate findings, inform decisions, and build organizational knowledge.
- 100/100
measure-instrumentation-spec
product-on-purpose/pm-skills
Specifies what analytics events to track, when they fire, and what properties to include, as a contract between product and engineering that prevents undertracked features. Use before engineering builds a feature or when auditing existing tracking for gaps. For the dashboard built on top of these events, use measure-dashboard-requirements instead.
- 100/100
measure-okr-grader
product-on-purpose/pm-skills
Scores completed OKR sets at cycle close with KR-level scoring per the canonical OKR type enum (committed | aspirational | learning | operational_health | compliance_or_safety), committed-vs-aspirational interpretation, evidence quality assessment, learning synthesis, and next-cycle recommendations. Refuses to retroactively change targets or shrink committed scope, average away guardrail KRs, treat 0.7 as success for committed or compliance_or_safety KRs, equate effort with impact, or use scores for individual performance. Hands off to iterate-lessons-log, iterate-retrospective, define-hypothesis, measure-dashboard-requirements, measure-instrumentation-spec, and foundation-okr-writer.
- 100/100
measure-survey-analysis
product-on-purpose/pm-skills
Analyze survey results into actionable PM insights. Produces persona segmentation, hypothesis validation status, thematic clustering of open-text responses, statistical confidence labels, prioritized recommendations, and what-NOT-to-conclude warnings. Refuses to overstate statistical significance from weak samples or biased instruments.
- 100/100
measurement-and-tolerance
Tibsfox/gsd-skill-creator
Measurement and tolerance for the trades — how dimensions are specified, measured, and verified, and how real parts are allowed to deviate from their specifications. Covers tolerance stacks, reference surfaces and datum chains, the difference between accuracy and precision, measurement tool selection by required resolution, and the discipline of stating tolerance in terms of what the fit actually requires rather than what the tool can read. Use when writing a specification, selecting measurement tools, or diagnosing a fit failure that looks like a measurement error.
- 100/100
measurement-error-analysis
InternScience/scp
Analyze measurement errors, uncertainties, and statistical variations in experimental data for quality control.
- 100/100
measuring-product-market-fit
liqiongyu/lenny_skills_plus
Measure PMF: Sean Ellis survey, retention evidence, reference-customer signals, action plan. See also: retention-engagement (optimize post-PMF).
- 100/100
mechanism-extraction
yogsoth-ai/de-anthropocentric-research-engine
SOP: 从理论中提取因果机制链
- 100/100
mechanism-flowchart
aipoch/medical-research-skills
Generates Mermaid flowchart code and visual diagrams for pathophysiological.
- 100/100
mechanism-to-validation-planner
aipoch/medical-research-skills
Extends a mechanistic or association-level biomedical finding into a staged validation pathway that moves from descriptive evidence toward stronger functional support, mechanistic specificity, and clinical relevance. Use this skill when a user has a pathway, biomarker, cell-state, target, mechanism, or association finding and needs to decide what should be validated next, in what order, and which evidence layers are necessary versus optional. Do not default to maximal validation stacks. Build a structured validation ladder with a primary route, stronger upgrade route, and optional extensions.
- 100/100
medcat
mkurman/zorai
Medical Concept Annotation Toolkit. Trainable NLP for extracting clinical concepts from unstructured text. Supports ICD-10, SNOMED CT, RxNorm, UMLS. Active learning for custom medical ontologies.
- 100/100
medchem
K-Dense-AI/scientific-agent-skills
Medicinal chemistry filters. Apply drug-likeness rules (Lipinski, Veber), PAINS filters, structural alerts, complexity metrics, for compound prioritization and library filtering.
- 100/100
meddic-scorecard
guia-matthieu/clawfu-skills
Create and maintain MEDDIC/MEDDPICC deal scorecards for pipeline hygiene, forecast accuracy, and deal coaching
- 100/100
media_library
obra/muse-skills
Search and inspect the user's photo library, including connected device galleries. Use for photo requests and whenever a photo could ground or personalize a response; lookups of uploaded photos are cheap, so check opportunistically and move on if nothing fits.
- 100/100
media-accessibility
Community-Access/accessibility-agents
Video, audio, and streaming media accessibility reference. WebVTT/SRT/TTML caption formats, audio description patterns, accessible media player ARIA, WCAG 1.2.x criteria mapping, caption quality guidelines, and live captioning integration.
- 100/100
media-asset-management
rampstackco/claude-skills
Plan and run a media pipeline for images, video, and downloadable assets. Use this skill when designing image storage and delivery, choosing formats (WebP, AVIF), setting up responsive images, picking a video host, organizing a brand asset library, or auditing a slow image pipeline. Triggers on image pipeline, asset library, DAM, image optimization, WebP, AVIF, responsive images, video hosting, image CDN, asset workflow, media management. Also triggers when images are slow, broken, or scattered across systems.
- 100/100
media-buying
TerminalSkills/skills
>-
- 100/100
media-creation
Tibsfox/gsd-skill-creator
Producing digital media -- writing, images, video, audio, presentations, and multimedia -- with an understanding of craft, audience, accessibility, and ethics. Covers composition principles, copyright-safe sourcing, accessibility features (alt text, captions, contrast), remix culture, attribution practices, and the difference between creating for yourself, for a small audience, and for the open web. Use when helping a learner move from media consumer to media producer.
- 100/100
media-kit-page-generator
kostja94/marketing-skills
When the user wants to create, optimize, or audit media kit or press page. Also use when the user mentions "media kit," "press kit," "press page," "press resources," "brand assets," "logo download," "press assets," "media resources," or "brand kit." For PR outreach, use public-relations.
- 100/100
media-list-research
Significant-Gravitas/skills-catalog
Build a reporter list from recent coverage, with the fit and a source link for each name.
- 100/100
media-literacy
Tibsfox/gsd-skill-creator
Media literacy and critical analysis of media messages across platforms and formats. Covers media ecology (McLuhan), encoding/decoding (Hall), news literacy, digital media analysis, propaganda techniques, algorithmic curation, visual rhetoric, and ethical media consumption. Use when analyzing media messages, evaluating news sources, understanding how media technology shapes communication, detecting propaganda, or studying the relationship between medium and message.
- 100/100
media-pitch
mohitagw15856/pm-claude-skills
Write a media pitch or press outreach email for any story or announcement. Use when asked to write a media pitch, journalist outreach email, press pitch, or story angle for PR. Produces a concise pitch with a compelling news angle, journalist-specific hook, and clear call to action.
- 100/100
media-pitch-email
Significant-Gravitas/skills-catalog
Write a short pitch tied to one reporter's recent work, with the embargo and the ask stated.
- 100/100
media-plan
indranilbanerjee/digital-marketing-pro
Create a paid media plan. Use when: building media buy schedules, cross-channel budget allocation, or creative rotation calendars.
- 100/100
media-plan-measure-optimize
Significant-Gravitas/skills-catalog
Use when selling media, sponsorships, or programmatic where the cycle runs plan to proposal to insertion order to measured renewal.
- 100/100
media-processing
vellum-ai/vellum-assistant
Ingest and process media files (video, audio, image)
- 100/100
media-processor
avibebuilder/claude-prime
Specialized visual and multimedia processing tools. Use this skill whenever a task involves complex visual content — UI mockups, dense screenshots, design images, charts, artwork — where precise details like spacing, hex colors, font sizes, and component hierarchy need to be extracted accurately. Also use for: reviewing or auditing existing UI against designs, comparing screenshots for visual regressions, transcribing audio/video, extracting data from PDFs with complex layouts, and generating images. Trigger whenever the user wants to implement from a design, review or compare UI screenshots, analyze visual details precisely, describe artwork or aesthetic content, or process any media file (audio, video, PDF).
- 100/100
media-production
modu-ai/cowork-plugins
|
- 100/100
media-relations
liqiongyu/lenny_skills_plus
Plan earned media outreach: media list, pitch templates, outreach tracker, interview prep.
- 100/100
media-search
taracodlabs/aiden
Find and play music/videos via youtube_search + open_url
- 100/100
media-toolkit
dkyazzentwatwa/chatgpt-skills
Process audio and video with clipping, conversion, analysis, captions, thumbnails, GIFs, and batch utilities. Use for practical media manipulation workflows.
- 100/100
media-transcoding
bobmatnyc/claude-mpm-skills
FFmpeg-based media transcoding workflows with preset-driven conversions, batch processing, and safe backups for web/mobile/archive outputs.
- 100/100
media-writer
TestAny-io/testany-agent-skills
Social media writing, content creation, 自媒体写作。Use when: 需要写微信公众号/知乎/小红书/LinkedIn/Medium/Reddit 文章。
- 100/100
mediation-analysis
borghei/Claude-Skills
>
- 100/100
mediawiki-wikitext
kongyo2/mediawiki-wikitext-skill
MediaWiki Wikitext markup language for Wikipedia and wiki-based sites. Use when creating or editing wiki articles, generating wikitext content, working with wiki tables/templates/references, or converting content to wikitext format. Triggers on requests mentioning Wikipedia, MediaWiki, wikitext, wiki markup, or wiki article creation.
- 100/100
medical-case-interpreter
aipoch/medical-research-skills
Generates compliant medical case report articles for WeChat.
- 100/100
medical-case-report-generator
aipoch/medical-research-skills
Generates a patient-friendly medical case report tweet from case images and disease name. Use when the user provides a medical case image and wants a structured report or tweet.
- 100/100
medical-coding
mkurman/zorai
Medical code mapping and classification tools. ICD-10-CM/PCS, CPT, SNOMED CT, HCPCS, LOINC, RxNorm. Code validation, mapping between terminologies, HCC risk adjustment, and reimbursement modeling.
- 100/100
medical-cv-resume-builder
aipoch/medical-research-skills
Use medical cv resume builder for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.
- 100/100
medical-device-mdr-auditor
aipoch/medical-research-skills
Audit medical device technical files against EU MDR 2017/745 regulations.
- 100/100
medical-email-polisher
aipoch/medical-research-skills
Transforms rough email drafts into polished, professional medical correspondence.
- 100/100
medical-english-precision-editor
aipoch/medical-research-skills
Improves medical English precision without changing the underlying facts, evidence boundaries, or intended scientific meaning.
- 100/100
medical-entity-extractor
swaruplab/operon
Extract medical entities (symptoms, medications, lab values, diagnoses) from patient messages.
- 100/100
medical-imaging-review
swaruplab/operon
>
- 100/100
medical-research-algorithm-matcher
aipoch/medical-research-skills
Matches a user’s biomedical research direction, disease problem, study aim, data modality, and resource constraints to the most relevant recent algorithms and method papers. Always search real recent algorithm literature first, prioritize the last 12 months, expand to 1–3 years only when needed, and add canonical baselines only when necessary. Every formal algorithm recommendation must include the verified primary method paper, plus published downstream papers that actually cite/use the algorithm when such papers are found, with DOI when available. Never fabricate papers, algorithm names, authors, journals, years, DOI, PMID, links, or benchmark claims. If no directly verified algorithm paper is found, say so explicitly.
- 100/100
medical-research-gap-finder
aipoch/medical-research-skills
Identifies real, evidence-audited, topic-specific research gaps in medical research by first retrieving and verifying literature from trusted sources, then mapping the current evidence landscape, rejecting pseudo-gaps, and converting only medium/high-confidence gaps into study-ready research opportunities. Always require real literature retrieval before formal gap claims. Never fabricate references, metadata, or findings.
- 100/100
medical-research-gap-to-study-planner
aipoch/medical-research-skills
Converts an audited medical research gap into a complete, structured, gap-traceable study design. Always use this skill whenever a user already has one or more candidate research gaps and wants to transform them into an executable biomedical research plan rather than re-run broad topic ideation. Covers six gap-to-design patterns (evidence-completion, mechanism-resolution, cell-state/context-mapping, translation-bridge, causality-upgrade, population/stage-specific) and always outputs one recommended primary protocol, a gap-to-design dependency map, step-by-step workflow, figure plan, validation strategy, minimal executable version, publication upgrade path, and verified design-support literature rules. Never fabricate references. Preserve claim-evidence discipline and do not replace a topic-specific gap with a generic workflow.
- 100/100
medical-research-literature-reader-pro
aipoch/medical-research-skills
A medical-research-native literature reading skill for users with clinical, bioinformatics, translational, and basic experimental backgrounds. Use this skill whenever a user wants to read, analyze, critique, or interpret a medical or scientific paper — whether they provide a PDF, abstract, DOI, PMID, or just a title. Triggers include requests like "analyze this paper", "critique this study", "is this a strong paper?", "give me similar studies", "prepare me for journal club", "help me understand this bioinformatics paper", "what are the weaknesses here?", or "turn this into a mind map". Also activate for any downstream deliverables such as journal club kits, comparison tables, PI decision briefs, replication starters, or follow-up experiment designs. Do NOT treat as a generic summarizer — this skill performs structured evidence-type classification, track-specific critical appraisal, interpretation-boundary judgment, and research-grade follow-up generation.
- 55/100
medical-research-toolkit
swaruplab/operon
Query 14+ biomedical databases for drug repurposing, target discovery, clinical trials, and literature research. Access ChEMBL, PubMed, ClinicalTrials.gov, OpenTargets, OpenFDA, OMIM, Reactome, KEGG, UniProt, and more through a unified MCP endpoint. Use when researching disease targets, finding approved/investigational drugs, searching clinical evidence, discovering genetic associations, or analyzing compound bioactivity data.
- 100/100
medical-scribe-dictation
aipoch/medical-research-skills
Convert physician verbal dictation into structured SOAP notes. Trigger.
- 100/100
medical-topic-saturation-and-whitespace-checker
aipoch/medical-research-skills
Maps whether a biomedical research topic, subtopic, or study angle is truly saturated, superficially crowded, strategically occupied, or still open for differentiated entry. Use this skill when a user wants to know whether a hot medical research direction is already overworked, whether meaningful whitespace remains, whether major groups have already occupied the obvious claims, and whether the timing window is still open. Always distinguish popularity from true saturation, and distinguish cosmetic novelty from meaningful differentiating entry.
- 100/100
medical-translation
aipoch/medical-research-skills
Use medical translation for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.
- 100/100
medical-unit-converter
aipoch/medical-research-skills
Convert medical laboratory values between units (mg/dL to mmol/L, etc.) with formula transparency and clinical reference ranges. Supports glucose, cholesterol, creatinine, and hemoglobin conversions.
- 100/100
medication-adherence-message-gen
aipoch/medical-research-skills
Use medication adherence message gen for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.
- 100/100
medication-reconciliation
aipoch/medical-research-skills
Compare patient pre-admission medication lists with inpatient orders to automatically identify omitted or duplicated medications and improve medication safety.
- 100/100
medium-posts
kostja94/marketing-skills
When the user wants to write, publish, republish, or optimize posts on Medium.com (canonical tags, distribution, Medium SEO). Also use when the user mentions "Medium," "Medium article," "Medium story," "Medium publishing," "canonical Medium," or "publish on Medium." Not for general parasite SEO when Medium is not the target platform—use parasite-seo. For AI search visibility strategy, use generative-engine-optimization.
- 100/100
medplum-rules
softspark/ai-toolkit
Medplum (FHIR healthcare) coding rules: style, patterns, security, testing. Triggers: medplum.config.mts, medplum.config.ts, FHIR, Medplum, Bot, Subscription, Questionnaire.
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