Browse Skills — Page 272
32,501 public skills · showing 27,101–27,200
- 80/100
solana-agent-kit
sendaifun/skills
Comprehensive guide for building AI agents that interact with Solana blockchain using SendAI's Solana Agent Kit. Covers 60+ actions, LangChain/Vercel AI integration, MCP server setup, and autonomous agent patterns.
- 80/100
solana-dev
solanabr/solana-ai-kit
Unified skill hub for Solana development. Routes to external submodule skills (solana-foundation, sendai, solana-game, trailofbits, cloudflare, qedgen, colosseum, solana-new, ghostsecurity, defending-code) and local skills. Progressive disclosure — read only what you need.
- 95/100
solana-kit
sendaifun/skills
Complete guide for @solana/kit - the modern, tree-shakeable, zero-dependency JavaScript SDK from Anza. Covers RPC connections, signers, transaction building with pipe, signing, sending, and account fetching with full TypeScript support.
- 100/100
solana-kit-migration
sendaifun/skills
Helps developers understand when to use @solana/kit vs @solana/web3.js (v1), provides migration guidance, API mappings, and handles edge cases for Solana JavaScript SDK transitions
- 100/100
solana-vulnerability-scanner
trailofbits/skills
Scans Solana programs for 6 critical vulnerabilities including arbitrary CPI, improper PDA validation, missing signer/ownership checks, and sysvar spoofing. Use when auditing Solana/Anchor programs.
- 100/100
solid
vercel-labs/json-render
SolidJS renderer for json-render. Use when building @json-render/solid catalogs/registries, wiring Renderer providers, implementing bindings/actions, or troubleshooting Solid-specific reactivity patterns.
- 95/100
solid-js
TerminalSkills/skills
>-
- 100/100
solid-principles
TheBushidoCollective/han
Use during implementation when designing modules, functions, and components requiring SOLID principles for maintainable, flexible architecture.
- 100/100
solidity
TerminalSkills/skills
>-
- 100/100
solidity-auditor
pashov/skills
Security audit of Solidity code while you develop. Trigger on "audit", "check this contract", "review for security". Modes - default (full repo) or a specific filename.
- 100/100
solidity-security
benjaminasterA/antigravity-awesome-skills
Master smart contract security best practices to prevent common vulnerabilities and implement secure Solidity patterns. Use when writing smart contracts, auditing existing contracts, or implementin...
- 100/100
solidity-security
wshobson/agents
Master smart contract security best practices to prevent common vulnerabilities and implement secure Solidity patterns. Use when writing smart contracts, auditing existing contracts, or implementing security measures for blockchain applications.
- 100/100
solidity-security-v2
diegosouzapw/awesome-omni-skills
Solidity Security workflow skill. Use this skill when the user needs Master smart contract security best practices, vulnerability prevention, and secure Solidity development patterns and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
- 80/100
solo
anthropics/claude-plugins-official
Work on one hard mathematics problem in this session yourself, with no sub-agents: reason in stages, record each settled step in a notes file so that nothing written is lost if a response is cut off, and end with a self-contained proof.md. Usage: /math-proof:solo <the problem, stated in full, or the path of a file holding it>.
- 100/100
solo-founder-gtm
tech-leads-club/agent-skills
When the user is a solo founder building their GTM motion, wants to scale without hiring, or needs to design an AI agent team for go-to-market. Also use when the user mentions 'solo founder,' 'one-person startup,' 'solopreneur,' 'bootstrapped,' 'no team,' 'AI agents as team,' 'scaling without hiring,' 'founder-led sales,' 'lean GTM,' 'one-person company,' or 'no employees.' This skill covers the complete solo founder GTM playbook from stack selection through agent team design, revenue-stage transitions, time allocation, and when to finally hire. Do NOT use for technical implementation, code review, or software architecture.
- 100/100
solon-development-skill
opensolon/soloncode
Solon Java framework expert (NOT Spring). Use for Solon apps, Solon AI (ChatModel/RAG/MCP/Agent/Harness/Talent), Solon Flow, Solon Cloud, Nami RPC, SqlUtils/MyBatis, and Solon annotations (@Mapping, @Inject, @SolonMain, @Component). Independent IoC/AOP and plugins — never use Spring annotations or spring-boot dependencies.
- 100/100
soloncode-skin-skill
opensolon/soloncode
Generate installable SolonCode Web UI skin zip packages from natural-language design requests. Use when the user asks to create/make/customize a skin, theme, 皮肤, 换肤, settings panel background, welcome-page look, accent color theme, or produce a .zip skin for SolonCode (settings → general → skin).
- 100/100
solote
swaruplab/operon
Locus-specific transposable element quantification from single-cell RNA-seq BAMs, producing a gene+TE 10x-style count matrix.
- 100/100
solublempnn
adaptyvbio/protein-design-skills
>
- 100/100
solution-architect
staruhub/ClaudeSkills
解决方案架构师助手。当用户要设计新系统架构、评审现有架构、做技术选型决策、诊断性能/可扩展性/可用性问题、规划架构演进或重构时使用。覆盖微服务、事件驱动、云原生等架构模式,技术趋势通过实时搜索获取而非依赖内置知识。不用于:具体功能的代码实现、安全漏洞审计(用security-audit)、产品需求分析(用product-manager)、只需一句话回答的技术常识问题。
- 100/100
solution-interview
guia-matthieu/clawfu-skills
"Test if your solution actually solves the validated problem before building the full product. Master the art of showing concepts and prototypes to get honest feedback on solution fit. Use when: **After problem interviews** to test if your solution addresses validated problems; **Before building MVP** to validate core value proposition; **Prototype testing** to get feedback on concepts and mockups; **Feature validation** to test if new features solve real problems; **Pivoting** to test alterna..."
- 100/100
solution-space-reduction
yogsoth-ai/de-anthropocentric-research-engine
Apply CCA to remove inconsistent combinations
- 100/100
solutions-architect
borghei/Claude-Skills
>
- 100/100
solutions-page-generator
kostja94/marketing-skills
When the user wants to create, optimize, or audit solutions pages. Also use when the user mentions "solutions," "solutions page," "by industry," "industry solutions," "by company size," "SMB," "enterprise," "by outcome," "business outcomes," or "how we solve X." For sitewide page planning, use website-structure.
- 95/100
solve-challenge
ljagiello/ctf-skills
Solves CTF challenges by performing first-pass triage, identifying the dominant category, and routing execution to the right specialized ctf-* skill. Use when the user gives you a challenge bundle, a remote service, a suspicious file, or only a vague challenge description and you must determine where to start. Do not use it when the category is already clear and a specialized skill can be invoked directly; this is the dispatcher and recon entrypoint, not the deepest reference for category-specific techniques.
- 100/100
somatic-movement-pilates-feldenkrais
Tibsfox/gsd-skill-creator
Somatic movement and whole-body retraining as Joseph Pilates designed it in the Contrology method and as Moshé Feldenkrais designed it in Awareness Through Movement and Functional Integration, with enough cross-reference to the broader somatics landscape (Alexander Technique, Hanna Somatics, Body-Mind Centering) that an agent can place a user into the right method. Covers the Pilates reformer and mat system, the six Pilates principles, the Feldenkrais ATM lesson structure, the nervous-system learning frame that distinguishes somatics from exercise, and the safety posture that matters for rehab populations. Use for queries about core training, rehab-adjacent movement, chronic pain patterns, and learning-based movement re-education.
- 90/100
sonarqube
686f6c61/alfred-dev
Levantar SonarQube con Docker, analizar el código y proponer mejoras. También: análisis estático, deuda técnica, code smells, cobertura, calidad automatizada.
- 100/100
sonarqube-mcp
giuseppe-trisciuoglio/developer-kit
Provides SonarQube and SonarCloud integration patterns via the Model Context Protocol (MCP) server. Enables quality gate monitoring, issue discovery and triaging, pre-push code analysis, and rule education directly in the agent workflow. Use when the user wants to check quality gates, search for Sonar issues, analyze code snippets before committing, or understand SonarQube rules. Triggers on "sonarqube", "sonarcloud", "quality gate", "sonar issues", "analyze with sonar", "check sonar", "sonar rule", "pre-push analysis".
- 65/100
sonarqube-tactics
wgpsec/AboutSecurity
SonarQube 代码审计平台攻击。当发现目标运行 SonarQube 实例(默认 9000 端口)、默认凭据 admin/admin 未修改、或需要从 SonarQube 窃取项目源代码和漏洞信息时使用。覆盖默认凭据攻击、项目源代码窃取、漏洞/Issue 枚举(CRITICAL 优先)、用户凭据与 Token 窃取、Quality Gate 绕过、配置文件提取(数据库/SCM 凭据)、Webhook 滥用、插件分析、热点与度量数据导出
- 100/100
songsee
openclaw/openclaw
Generate spectrograms and feature-panel visualizations from audio with the songsee CLI.
- 100/100
songwriting-and-ai-music
NousResearch/hermes-agent
Songwriting craft and Suno AI music prompts.
- 100/100
sonic-branding
guia-matthieu/clawfu-skills
"Build a complete audio identity for your brand using the 7-step methodology—from brand assessment through deployment—creating memorable sonic assets that drive recognition and trust. Use when: Creating audio branding for a new company; Refreshing outdated brand sounds; Developing audio guidelines for consistent usage; Planning sonic identity across touchpoints; Briefing agencies on audio branding projects"
- 100/100
Sonos CLI (sonoscli)
ComposioHQ/awesome-agent-clis
"CLI to discover and control Sonos speakers over local network — playback, grouping, queue, favorites, scenes, Spotify, and volume. Use when an agent needs to control music playback, manage speaker groups, or play Spotify on Sonos."
- 100/100
sonoscli
openclaw/openclaw
Control Sonos speakers (discover/status/play/volume/group).
- 100/100
sop-authoring
TheBushidoCollective/han
Use when writing or creating new Standard Operating Procedures (SOPs) for AI agents. Covers effective SOP writing, clarity principles, and actionable instruction design.
- 100/100
sop-library
indranilbanerjee/digital-marketing-pro
Manage agency SOPs. Use when: creating, assigning, versioning, or auditing standard operating procedures.
- 95/100
sop-maintenance
TheBushidoCollective/han
Use when updating, versioning, deprecating, or maintaining existing Standard Operating Procedures. Covers keeping SOPs accurate, relevant, and synchronized with implementation changes.
- 100/100
sop-rfc2119
TheBushidoCollective/han
Use when writing SOPs that require precise requirement levels using RFC 2119 constraint keywords (MUST, SHOULD, MAY). Covers proper usage of requirement keywords for deterministic agent behavior.
- 100/100
sop-structure
TheBushidoCollective/han
Use when structuring Standard Operating Procedures with proper sections, organization, and markdown formatting. Covers SOP anatomy and section organization.
- 100/100
sop-writer
mohitagw15856/pm-claude-skills
Write a Standard Operating Procedure (SOP) for any operational task. Use when asked to write an SOP, standard operating procedure, work instruction, or operating manual. Produces a formal SOP with purpose, scope, procedure steps, quality checks, and version control.
- 100/100
sophia
jongwony/epistemic-protocols
Discover your philosophical tradition through behavioral dimension analysis and philosopher matching.
- 100/100
sora
seaworld008/Commonly-used-high-value-skills
Use when the user asks to generate, remix, poll, list, download, or delete Sora videos via OpenAI\u2019s video API using the bundled CLI (`scripts/sora.py`), including requests like \u201cgenerate AI video,\u201d \u201cSora,\u201d \u201cvideo remix,\u201d \u201cdownload video/thumbnail/spritesheet,\u201d and batch video generation; requires `OPENAI_API_KEY` and Sora API access.
- 100/100
sorting-groceries
oaustegard/claude-skills
Sort grocery lists by aisle order using store aisle sign photos. Build aisle maps from uploaded images, match items to aisles, and output optimized shopping routes. Use when users upload aisle sign photos, request grocery list sorting, want shopping trip optimization, need store layout mapping, or mention grocery list organization.
- 100/100
soul-guardian
prompt-security/clawsec
Drift detection + baseline integrity guard for agent workspace files with automatic alerting support
- 100/100
sound
langchain-ai/design-agent
Sound for a film or animation, covering voiceover, music bed, sound effects, UI cues, mixing and mastering to -14 LUFS. Use when a video needs sound, a voiceover, or a silent render needs a score.
- 100/100
sound-design-film
guia-matthieu/clawfu-skills
"Apply Walter Murch's legendary film sound principles to marketing video, creating emotionally resonant audio that audiences feel without consciously noticing. Use when: Designing sound for brand films and documentaries; Creating emotional impact in video ads; Layering music, effects, and voice effectively; Building immersive soundscapes for content; Elevating production value through audio"
- 100/100
soundmarke-und-bewegungsmarke
Klotzkette/claude-fuer-deutsches-recht
Hoermarken (Soundmarken) und Bewegungsmarken: MMA-Verfahren, Sonogramm/Notenschrift/MP3-Hinterlegung beim DPMA und EUIPO, Formerfordernisse Art. 4 UMV, Unterscheidungskraft kurzer Melodien und Jingles. Laedt, wenn der Nutzer 'Hoermarke', 'Soundmarke', 'Jingle schützen', 'Melodie Marke', 'Bewegungsmarke' oder 'Animation Marke' sagt.
- 100/100
source-analysis
Tibsfox/gsd-skill-creator
Primary and secondary source analysis for historical reasoning. Covers source classification, sourcing (author/context/purpose), corroboration across multiple sources, contextualization within time and place, and bias detection. Use when evaluating historical evidence, assessing source reliability, or constructing evidence-based historical arguments.
- 100/100
source-and-qualify-partners
Significant-Gravitas/skills-catalog
Use when the user wants a ranked list of partner prospects, research on a candidate firm, or a go/no-go qualification with kill criteria named.
- 100/100
source-code-inspection
FrankChen021/datastoria
Investigate application or repository source code with search_file and read_file to explain behavior, trace root causes of runtime or query errors, and answer with precise file citations.
- 100/100
source-command-hdd-decide
Kastalien-Research/thoughtbox
Phase 5 router for accept/reject ADR decision
- 100/100
source-command-hdd-hdd
Kastalien-Research/thoughtbox
[DEPRECATED] Thin HDD router — use /hdd skill instead
- 100/100
source-command-hdd-research
Kastalien-Research/thoughtbox
Phase 1 router for HDD research
- 100/100
source-command-hdd-stage-adr
Kastalien-Research/thoughtbox
Phase 2 router for staging ADR creation
- 100/100
source-command-hdd-validate
Kastalien-Research/thoughtbox
Phase 4 router for hypothesis validation
- 100/100
source-driven-development
addyosmani/agent-skills
Grounds every implementation decision in official documentation. Use when you want authoritative, source-cited code free from outdated patterns. Use when building with any framework or library where correctness matters.
- 100/100
source-management
anthropics/knowledge-work-plugins
Manages connected MCP sources for enterprise search. Detects available sources, guides users to connect new ones, handles source priority ordering, and manages rate limiting awareness.
- 100/100
source-observe
obra/scan-to-model
Use when cataloging or annotating visible construction in photographs or scan RGB, especially before registration or while the base model may be replaced.
- 100/100
source-of-truth-preflight
Kastalien-Research/thoughtbox
>
- 100/100
source-partners-via-investor-ecosystems
Significant-Gravitas/skills-catalog
Use when sourcing runs through investors and startups: the investor map, per-portfolio commercial targets, and the startup evaluation pipeline.
- 100/100
source-post
JasonxzWen/harness-hub
Load when turning an external article, blog, release note, interview, or report into a source-backed public post with Chinese fidelity, media references, an effective-interact summary layer, and project-iteration review; do not load for ordinary summaries, full copyrighted reposts, or production site design.
- 100/100
source-verification
jamditis/claude-skills-journalism
Journalism source verification and fact-checking workflows. Use when verifying claims, checking source credibility, investigating social media accounts, reverse image searching, detecting AI-generated content, or building verification trails. For reporters, fact-checkers, and researchers working with unverified information.
- 100/100
sourcegraph-automation
ComposioHQ/awesome-claude-skills
"Automate Sourcegraph tasks via Rube MCP (Composio). Always search tools first for current schemas."
- 100/100
sourcing-outreach
mkurman/zorai
When the user needs to write recruiting outreach messages to attract passive candidates or request referrals.
- 100/100
sow-generator
OneWave-AI/claude-skills
Generates professional Statements of Work from a project brief. Use when a user needs to create an SOW, scope a project, define deliverables and milestones, or produce a consulting engagement document.
- 100/100
sox
TerminalSkills/skills
>-
- 100/100
sox-testing
anthropics/knowledge-work-plugins
Generate SOX sample selections, testing workpapers, and control assessments. Use when planning quarterly or annual SOX 404 testing, pulling a sample for a control (revenue, P2P, ITGC, close), building a testing workpaper template, or evaluating and classifying a control deficiency.
- 100/100
sozialgerichtsverfahren-modus
Klotzkette/claude-fuer-deutsches-recht
Modus-Skill fuer SGG-Verfahren: Klage Berufung nach Paragraph 143 ff. SGG und Eilantrag nach Paragraph 86b SGG. Beruecksichtigt Vorverfahren Widerspruchsfrist Klagefrist Besonderheiten des sozialgerichtlichen Amtsermittlungsgrundsatzes und Leistungsarten der Sozialversicherung. BSG-Leitsaetze enthalten.
- 100/100
sozialrecht-fallaufnahme-routing
Klotzkette/claude-fuer-deutsches-recht
Master-Routing-Skill der sozialrechtlichen Kanzlei. Nimmt einen frischen Fall an und entscheidet in drei Schritten welche weiteren Skills wann gezogen werden. Schritt 1 Fristlage (bescheid-frist-quick-check) Schritt 2 Bescheidart und Rechtsgebiet (Buergergeld SGB II Hilfsmittel SGB V Eingliederungshilfe SGB IX Pflegegrad SGB XI Erwerbsminderung SGB VI Schwerbehinderung SGB IX Teil 3) Schritt 3 Verfahrensstand (Erstantrag Widerspruch Klage Eilantrag) und Mandantensituation (PKH bedurftig Eilbedarf). Endet mit einer konkreten Skill-Reihenfolge fuer den vorliegenden Fall und einem Aktenanlage-Eintrag. Reduziert das Plugin von siebzehn Einzelskills auf eine einzige Einstiegsfrage.
- 100/100
sozialrecht-kanzlei-kaltstart-interview
Klotzkette/claude-fuer-deutsches-recht
Kaltstart-Interview fuer die sozialrechtliche Kanzlei. Erfragt Schwerpunktbereiche (Buergergeld SGB II / SGB IX Schwerbehinderung / SGB V Krankenversicherung / SGB XI Pflege / Asylbewerberleistungsgesetz) zustaendige Sozialgerichte typische Mandate (Bescheid-Widerspruch / Klage / Eilrechtsschutz) Prozesskostenhilfe-Quote Sekretariatslast Aktenstruktur-Konvention Versandwege (beA / Post / ePostfach Behoerde) Eskalation. Schreibt Profil nach ~/.claude/plugins/config/claude-fuer-deutsches-recht/sozialrecht-kanzlei/CLAUDE.md. Mit --redo neu interviewen.
- 95/100
space-demo-video
huggingface/space-demo-kit
Create a polished social demo video (MP4, 4:3, ~10s) for any Hugging Face Space with the space-demo-kit renderer. Use whenever the user asks for a demo, promo, showcase, or social video of a HF Space or model. Covers template selection (i2v, t2v, edit, avatar, a2a, gallery, vqa), manifest schema, live asset capture, rendering, verification, and delivery.
- 100/100
space-doctor
huggingface/hf-mcp-server
Diagnose broken Hugging Face Gradio Spaces from their actual logs and pinned source, then prepare a minimal verified source fix as candidate files. Use for scheduled Space monitoring, BUILD_ERROR or RUNTIME_ERROR triage, Gradio and ZeroGPU failures, source analysis, and patch preparation. Read-only against the Hub - it never uploads, publishes, or restarts anything.
- 0/100
spacemolt
kongyo2/spacemolt-docs
SpaceMolt is an MMO where AI agents captain spaceships in a vast galaxy. Play as a miner, trader, explorer, pirate, or faction leader. Use this skill when users want to play SpaceMolt, set up the MCP server, or need gameplay guidance.
- 100/100
spacious
bergside/awesome-design-skills
Generous whitespace, consistent padding, and grid-based layouts for clean, readable, and breathing interfaces.
- 100/100
spaltenprompts-definieren
Klotzkette/claude-fuer-deutsches-recht
Definiert die Spaltenprompts der ersten Wuerfel-Achse — jede Spalte ist eine einzige praezise Frage die fuer ALLE Dokumente identisch gestellt wird damit Vergleichbarkeit ueber den Stapel entsteht. Enthaelt eine Bibliothek typischer Spaltenprompts fuer M&A-DD (Change-of-Control / MAC / Abtretungsverbot / Haftungsbegrenzung) Immobilien (Belastungen Abteilung II und III / Rang / Loeschungserleichterung) Arbeitsvertrag (Tarifbindung / Probezeit / Kuendigungsfrist) Vendor (AGB / AVV / SLA / Exit) Mietvertrag (Schoenheitsreparaturen / Indexmiete / Betriebskosten). Erzeugt `spaltenprompts.yaml` mit Antworttyp Pflichtfeld-Flag und Ampelregel pro Spalte.
- 100/100
spam-und-massen-anfrage-filter
Klotzkette/claude-fuer-deutsches-recht
Erkennt Spam-Muster in eingehenden Mandantenanfragen: Werbung, Spamfilter-Umgehung, klassische 419-Scams, automatisierte Recruiter-Mails, Massen-Mandantenanfragen und Phishing. Kennzeichnet die Anfrage zur Aussortierung ohne Erstantwort. Laedt wenn der Nutzer 'Spam pruefen', 'verdaechtige Anfrage', 'Scam-Mail', '419-Betrug', 'Massen-Anfrage erkennen' oder 'Phishing Kanzlei' sagt.
- 100/100
spark
fabriqaai/specs.md
Rapid idea generation with cross-domain diversity, anti-bias enforcement, and deep thinking.
- 90/100
spark-app-template
github/copilot-plugins
Comprehensive guidance for building web apps with opinionated defaults for tech stack, design system, and code standards. Use when user wants to create a new web application, dashboard, or interactive interface. Provides tech choices, styling guidance, project structure, and design philosophy to get users up and running quickly with a fully functional, beautiful web app.
- 100/100
spark-engineer
Jeffallan/claude-skills
Use when writing Spark jobs, debugging performance issues, or configuring cluster settings for Apache Spark applications, distributed data processing pipelines, or big data workloads. Invoke to write DataFrame transformations, optimize Spark SQL queries, implement RDD pipelines, tune shuffle operations, configure executor memory, process .parquet files, handle data partitioning, or build structured streaming analytics.
- 100/100
spark-environment-setup
wshobson/agents
Set up a working ML training/inference environment on NVIDIA DGX Spark (GB10, aarch64, CUDA 13). Use when installing PyTorch/Unsloth/TRL/vLLM on DGX Spark, hitting libcudart or wheel-ABI errors on aarch64, or choosing between NGC containers and bare pip installs.
- 100/100
spark-memory-thermal-ops
wshobson/agents
Manage unified memory and thermals during long-running ML jobs on NVIDIA DGX Spark. Use when planning memory headroom for a training run on GB10, when a job OOMs on unified memory, or when monitoring temperature and power during multi-hour training.
- 100/100
spark-optimization
benjaminasterA/antigravity-awesome-skills
Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data processing pipelines.
- 100/100
spark-optimization
wshobson/agents
Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data processing pipelines.
- 100/100
spark-optimization-v2
diegosouzapw/awesome-omni-skills
Apache Spark Optimization workflow skill. Use this skill when the user needs Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data processing pipelines and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.
- 100/100
spark-python-data-source
databricks/databricks-agent-skills
Build custom Python data sources for Apache Spark using the PySpark DataSource API — batch and streaming readers/writers for external systems. Use this skill whenever someone wants to connect Spark to an external system (database, API, message queue, custom protocol), build a Spark connector or plugin in Python, implement a DataSourceReader or DataSourceWriter, pull data from or push data to a system via Spark, or work with the PySpark DataSource API in any way. Even if they just say "read from X in Spark" or "write DataFrame to Y" and there's no native connector, this skill applies.
- 100/100
spark-training-gotchas
wshobson/agents
Preflight and diagnose the ten known failure modes for ML training on NVIDIA DGX Spark. Use when a training run on DGX Spark fails to start, OOMs below the 128GB limit, slows down mid-run, or before any multi-hour training job on GB10.
- 40/100
sparkleware-catalog
aaronjmars/aeon
Weekly enriched export of skill-packs.json — joins the canonical community registry to live GitHub signals (stars, last-push, live manifest skill count) and writes a machine-readable skill-packs-catalog.json that external tools (e.g. Sparkleware) can consume without screen-scraping
- 100/100
sparring-partner
QinghongLin/data2story-skill
This skill should be used whenever the user wants to develop, refine, or stress-test an idea, plan, design, research direction, product/business concept, argument, or any decision with more than one reasonable path — i.e. whenever they want a thinking partner rather than a quick answer. Trigger it when the user says things like "let's brainstorm", "help me think through this", "poke holes in my idea", "be my devil's advocate", "roast this idea", "challenge my assumptions", "sanity-check my plan", "what am I missing?", "I have a rough idea for…", or shares a half-baked concept and wants to make it better — even if they never use the word "brainstorm". It makes Claude a rigorous, anti-sycophantic sparring partner that researches just-in-time, drives the idea through Frame → Diverge → Converge → Pressure-test → Decide, asks sharp questions, and refuses to rubber-stamp. Do NOT use it for simple factual lookups, well-defined tasks with one correct answer, or when the user just wants direct execution of a clear instruction.
- 100/100
sparse-autoencoder-training
NousResearch/hermes-agent
Provides guidance for training and analyzing Sparse Autoencoders (SAEs) using SAELens to decompose neural network activations into interpretable features. Use when discovering interpretable features, analyzing superposition, or studying monosemantic representations in language models.
- 100/100
spatial-agent
swaruplab/operon
An agent that interprets spatial transcriptomics data to propose mechanistic hypotheses and analyze tissue organization.
- 100/100
spatial-analysis
GRIND-Lab-Core/night_owl_research_agent
Guideline-driven spatial analysis skill. Given a research question and data context, provides decision frameworks for selecting appropriate spatial methods, diagnostics, and interpretation strategies. Adapts to available data, spatial units, and analytical objectives — Claude Code determines the optimal workflow. Use when user says "spatial analysis", "analyze spatial data", "run spatial regression", "check for clustering", "map this", or needs to go from a research question to a complete spatial analysis.
- 100/100
spatial-epigenomics-agent
swaruplab/operon
AI-powered spatial epigenomics analysis combining chromatin accessibility, histone modifications, and DNA methylation with spatial coordinates for tissue architecture mapping.
- 100/100
spatial-reasoning-fundamentals
Tibsfox/gsd-skill-creator
Spatial reasoning fundamentals for three-dimensional thinking, coordinate navigation, mental rotation, cross-section visualization, and voxel geometry. Covers the cognitive primitives that underlie block-based world-building, CAD modeling, volumetric design, and VR/AR navigation — egocentric vs allocentric frames, cardinal orientation, chunk boundaries, symmetry classes, and the translation between paper blueprint and in-world construction. Use when teaching or applying 3D spatial thinking in any spatial computing context.
- 100/100
spatial-transcriptomics
swaruplab/operon
Spatial transcriptomics analysis pipeline using squidpy + scanpy. Handles Visium, Xenium, CosMx, MERFISH, Slide-seq, and GeoMx data. Covers loading, quantile-based QC, normalization, clustering, spatial neighborhood analysis (enrichment, co-occurrence, spatially variable genes), and visualization. Includes minimal sections on cell-cell communication, niche detection, and Visium deconvolution.
- 100/100
spatial-transcriptomics-agent
swaruplab/operon
Spatial analyst
- 100/100
spatial-transcriptomics-analysis
swaruplab/operon
Automated analysis pipeline for Spatial Transcriptomics (Visium, Xenium) integrating histology and gene expression.
- 100/100
spatial-transcriptomics-mapper
aipoch/medical-research-skills
Map spatial transcriptomics data from 10x Genomics Visium/Xenium onto.
- 100/100
spatial-transcriptomics-tutorials-with-omicverse
swaruplab/operon
Guide users through omicverse's spatial transcriptomics tutorials covering preprocessing, deconvolution, and downstream modelling workflows across Visium, Visium HD, Stereo-seq, and Slide-seq datasets.
- 100/100
spawn
alirezarezvani/claude-skills
Launch the competing agents in isolated worktrees. Use when an AgentHub session is set up.
- 80/100
Spawn Instance
aaronjmars/aeon
Clone this Aeon agent into a new GitHub repo — fork, configure skills, validate, register in fleet
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