Skills · category
Research skills and plugins
Public Claude skills and plugins for research, each with Waxell's security verdict and the findings behind it.
- 4,093 reviewed
- 3,091 no issues
- 932 to review
- 52 high risk
849 resultsResearch
customer-journey-mapphurynCreate an end-to-end customer journey map with stages, touchpoints, emotions, pain points, and opportunities. Use when mapping the… No issuesResearchSales & marketing28k- market-segmentsphurynIdentify 3-5 potential customer segments with demographics, JTBD, and product fit analysis. Use when exploring market segments,… No issuesResearchSales & marketing28k
- market-sizingphurynEstimate market size using TAM, SAM, and SOM with top-down and bottom-up approaches. Use when sizing a market opportunity, estimating… No issuesResearchSales & marketing28k
- sentiment-analysisphurynAnalyze user feedback data to identify segments with sentiment scores, JTBD, and product satisfaction insights. Use when analyzing user… No issuesResearchData & analytics28k
- user-personasphurynCreate refined user personas from research data: 3 personas with JTBD, pains, gains, and unexpected insights. Use when building personas… No issuesResearchSales & marketing28k
- user-segmentationphurynSegment users from feedback data based on behavior, JTBD, and needs. Identifies at least 3 distinct user segments. Use when segmenting a… No issuesResearchData & analytics28k
baoyu-danger-gemini-webjimliuGenerates images and text via reverse-engineered Gemini Web API. Supports text generation, image generation from prompts, reference images… No issuesResearchEngineering27k
ai-prompt-researchevery-appFind the questions people ask about a market, how ChatGPT answers them, and which sites get cited in the answers. Use when the user asks… No issuesResearchWriting & content26k- keyword-researchevery-appDiscover keyword opportunities, evaluate metrics and SERPs, and save/tag promising terms. No issuesResearchWriting & content26k
- openseo-review-web-contentevery-appWrite and review content for the OpenSEO website (web/), including blog posts, guides, feature pages, FAQs. Makes sure each page delivers… No issuesResearchWriting & content26k
- papercutsevery-appLog genuine, recurring repository friction to .agents/PAPERCUTS.md, confusing setup, a flaky repo command or script, a misleading in-repo… No issuesResearchWriting & content26k
- seo-auditevery-appAudit a website, investigate its real search opportunities, and deliver a short data-backed report on the few changes most likely to grow… No issuesResearchWriting & content26k
- seo-coachevery-appEnter a friendly OpenSEO coach mode that explains workflows, recommends next steps, and helps users use agents, web search, scraping, and… No issuesResearchAI & agents26k
- seo-reportevery-appWrite and save an OpenSEO report as one self-contained HTML page. Use when a skill has finished its research, and whenever the user asks… No issuesResearchDocuments26k
- openseoevery-appResearch keywords and competitors, audit sites, track rankings and AI visibility, and use connected Search Console data from your AI… No issuesResearchWriting & content26k
step-partsearthtojakeFind, evaluate, and download common purchasable CAD parts from step.parts, including named off-the-shelf actuators, servos, motors,… No issuesResearchEngineering25k
skill-bodycitrolabs No issuesResearch21k- egocitrolabsBrowser automation with the ego-browser Skill No issuesResearch21k
- ego-browsercitrolabsWhen you need a browser, read this Skill by default. Use it to open and operate websites, fill forms, click buttons, take screenshots,… No issuesResearchData & analytics21k
helium-mcpcomposio-communitySearch real-time news with bias scoring, get live stock/ETF/crypto data with AI analysis, ML options pricing, balanced news synthesis, and… No issuesResearchData & analytics17k- notion-meeting-intelligencecomposio-communityPrepare meeting materials with Notion context and Codex research; use when gathering context, drafting agendas/pre-reads, and tailoring… No issuesResearchProductivity17k
- notion-research-documentationcomposio-communityResearch across Notion and synthesize into structured documentation; use when gathering info from multiple Notion sources to produce… No issuesResearchDocuments17k
- paperjsxcomposio-communityGenerate PPTX presentations, DOCX documents, XLSX spreadsheets, and PDF reports from structured JSON input using PaperJSX. Review findingsResearchDocuments17k
rule-researchmillioncoDefine a precise React Doctor rule contract before implementation. Use when validating a rule idea, collecting official or open-source… No issuesResearchEngineering15k
autoresearchorchestra-researchOrchestrates end-to-end autonomous AI research projects using a two-loop architecture. The inner loop runs rapid experiment iterations… Review findingsResearchAI & agents14k- implementing-llms-litgptorchestra-researchImplements and trains LLMs using Lightning AI's LitGPT with 20+ pretrained architectures (Llama, Gemma, Phi, Qwen, Mistral). Use when need… No issuesResearchAI & agents14k
- mamba-architectureorchestra-researchState-space model with O(n) complexity vs Transformers' O(n²). 5× faster inference, million-token sequences, no KV cache. Selective SSM… Review findingsResearchDesign14k
- nanogptorchestra-researchEducational GPT implementation in ~300 lines. Reproduces GPT-2 (124M) on OpenWebText. Clean, hackable code for learning transformers. By… Review findingsResearchAI & agents14k
- rwkv-architectureorchestra-researchRNN+Transformer hybrid with O(n) inference. Linear time, infinite context, no KV cache. Train like GPT (parallel), infer like RNN… Review findingsResearchProductivity14k
- distributed-llm-pretraining-torchtitanorchestra-researchProvides PyTorch-native distributed LLM pretraining using torchtitan with 4D parallelism (FSDP2, TP, PP, CP). Use when pretraining Llama… Review findingsResearchAI & agents14k
- huggingface-tokenizersorchestra-researchFast tokenizers optimized for research and production. Rust-based implementation tokenizes 1GB in <20 seconds. Supports BPE, WordPiece,… Review findingsResearchEngineering14k
- sentencepieceorchestra-researchLanguage-independent tokenizer treating text as raw Unicode. Supports BPE and Unigram algorithms. Fast (50k sentences/sec), lightweight… Review findingsResearchDocuments14k
- axolotlorchestra-researchExpert guidance for fine-tuning LLMs with Axolotl - YAML configs, 100+ models, LoRA/QLoRA, DPO/KTO/ORPO/GRPO, multimodal support High riskResearchAI & agents14k
- llama-factoryorchestra-researchExpert guidance for fine-tuning LLMs with LLaMA-Factory - WebUI no-code, 100+ models, 2/3/4/5/6/8-bit QLoRA, multimodal support No issuesResearchEngineering14k
- peft-fine-tuningorchestra-researchParameter-efficient fine-tuning for LLMs using LoRA, QLoRA, and 25+ methods. Use when fine-tuning large models (7B-70B) with limited GPU… Review findingsResearchDocuments14k
- unslothorchestra-researchExpert guidance for fast fine-tuning with Unsloth - 2-5x faster training, 50-80% less memory, LoRA/QLoRA optimization High riskResearchDocuments14k
- nnsight-remote-interpretabilityorchestra-researchProvides guidance for interpreting and manipulating neural network internals using nnsight with optional NDIF remote execution. Use when… Review findingsResearchAI & agents14k
- pyvene-interventionsorchestra-researchProvides guidance for performing causal interventions on PyTorch models using pyvene's declarative intervention framework. Use when… Review findingsResearchEngineering14k
- sparse-autoencoder-trainingorchestra-researchProvides guidance for training and analyzing Sparse Autoencoders (SAEs) using SAELens to decompose neural network activations into… Review findingsResearchData & analytics14k
- transformer-lens-interpretabilityorchestra-researchProvides guidance for mechanistic interpretability research using TransformerLens to inspect and manipulate transformer internals via… Review findingsResearchAI & agents14k
- nemo-curatororchestra-researchGPU-accelerated data curation for LLM training. Supports text/image/video/audio. Features fuzzy deduplication (16× faster), quality… No issuesResearchData & analytics14k
- ray-dataorchestra-researchScalable data processing for ML workloads. Streaming execution across CPU/GPU, supports Parquet/CSV/JSON/images. Integrates with Ray… No issuesResearchData & analytics14k
- grpo-rl-trainingorchestra-researchExpert guidance for GRPO/RL fine-tuning with TRL for reasoning and task-specific model training No issuesResearchAI & agents14k
- miles-rl-trainingorchestra-researchProvides guidance for enterprise-grade RL training using miles, a production-ready fork of slime. Use when training large MoE models with… No issuesResearchAI & agents14k
- openrlhf-trainingorchestra-researchHigh-performance RLHF framework with Ray+vLLM acceleration. Use for PPO, GRPO, RLOO, DPO training of large models (7B-70B+). Built on Ray,… No issuesResearchAI & agents14k
- simpo-trainingorchestra-researchSimple Preference Optimization for LLM alignment. Reference-free alternative to DPO with better performance (+6.4 points on AlpacaEval… Review findingsResearchAI & agents14k
- slime-rl-trainingorchestra-researchProvides guidance for LLM post-training with RL using slime, a Megatron+SGLang framework. Use when training GLM models, implementing… No issuesResearchAI & agents14k
- torchforge-rl-trainingorchestra-researchProvides guidance for PyTorch-native agentic RL using torchforge, Meta's library separating infra from algorithms. Use when you want clean… No issuesResearchAI & agents14k
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Inside your organization, Waxell scans each skill and plugin before anyone installs it, approves what passes and publishes it to a private marketplace, and puts every MCP tool call behind one governed URL.
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SOC 2 Type II attested · ISO/IEC 27001:2022 certified · HIPAA with a BAA · aligned to the EU AI Act and NIST AI RMF