AI Ml AI agent skills

8,771 skills in the archive. Read a skill’s instructions or open its original repository.

• Redteam Code Audit Detail Pack

  by @Netw0rkNoob

  Domain routing and boundary guidance for authorized source code security review, including dangerous function tracing, data-flow analysis, logic flaw detection, and dependency review. Use when a task belongs to the code audit…

• Redteam Auth Detail Pack

  by @Netw0rkNoob

  Domain routing and boundary guidance for authorized authentication, authorization, and session security testing, including password policy, JWT/token, OAuth, and MFA bypass issues. Use when a task belongs to the auth testing…

• Redteam Api Detail Pack

  by @Netw0rkNoob

  Domain routing and boundary guidance for authorized API security testing, including BOLA/IDOR, authentication bypass, mass assignment, missing rate limits, and GraphQL issues. Use when a task belongs to the API testing domain…

• Redteam Cache Poison Detail Pack

  by @Netw0rkNoob

  Domain routing and boundary guidance for authorized web cache poisoning testing, including unkeyed headers, unkeyed parameters, cache deception, and CDN-specific behavior. Use when a task belongs to the cache poisoning domain…

• Redteam Sqli Detail Pack

  by @Netw0rkNoob

  Domain routing and boundary guidance for authorized SQL injection testing, including union-based, blind, error-based, stacked query, and second-order SQL injection variants. Use when a task belongs to the SQL injection domain…

• Redteam Cloud Detail Pack

  by @Netw0rkNoob

  Domain routing and boundary guidance for authorized cloud security testing, including IAM misconfiguration, exposed storage, metadata services, and serverless injection. Use when a task belongs to the cloud testing domain and…

• Redteam Injection Detail Pack

  by @Netw0rkNoob

  Domain routing and boundary guidance for authorized general injection testing outside SQL injection, including NoSQL, LDAP, XPath, and expression language injection. Use when a task belongs to the general injection domain and…

• Redteam Evasion Detail Pack

  by @Netw0rkNoob

  Domain routing and boundary guidance for authorized defense evasion and bypass testing, including WAF bypass, AV/EDR evasion, logging considerations, and traffic obfuscation. Use when a task belongs to the evasion domain and…

• Redteam File Detail Pack

  by @Netw0rkNoob

  Domain routing and boundary guidance for authorized file operation vulnerability testing, including path traversal, arbitrary file read/write/upload, and LFI/RFI. Use when a task belongs to the file vulnerability domain and…

• Redteam Clickjacking Detail Pack

  by @Netw0rkNoob

  Domain routing and boundary guidance for authorized clickjacking testing, including missing X-Frame-Options, CSP frame-ancestors bypasses, and drag-and-drop hijacking. Use when a task belongs to the clickjacking domain and needs…

• Redteam Cors Miscfg Detail Pack

  by @Netw0rkNoob

  Domain routing and boundary guidance for authorized CORS misconfiguration testing, including reflected origins, null origins, subdomain trust, and credential exposure. Use when a task belongs to the CORS testing domain and needs…

• Redteam Open Redirect Detail Pack

  by @Netw0rkNoob

  Domain routing and boundary guidance for authorized open redirect testing, including parameter redirects, meta or JavaScript redirects, and OAuth redirect_uri abuse. Use when a task belongs to the open redirect domain and needs…

• Redteam Deserialize Detail Pack

  by @Netw0rkNoob

  Domain routing and boundary guidance for authorized insecure deserialization testing, including Java, PHP, Python, .NET, and gadget-chain analysis. Use when a task belongs to the deserialization testing domain and needs scope,…

• Redteam Ssti Detail Pack

  by @Netw0rkNoob

  Domain routing and boundary guidance for authorized server-side template injection testing, including Jinja2, Twig, Freemarker, Velocity, and Thymeleaf engines. Use when a task belongs to the SSTI domain and needs scope,…

• Redteam Ssrf Detail Pack

  by @Netw0rkNoob

  Domain routing and boundary guidance for authorized SSRF testing, including basic SSRF, blind SSRF, protocol smuggling, and cloud metadata access paths. Use when a task belongs to the SSRF domain and needs scope, evidence,…

• Redteam Xss Detail Pack

  by @Netw0rkNoob

  Domain routing and boundary guidance for authorized cross-site scripting testing, including reflected, stored, DOM-based, mXSS, and CSP bypass variants. Use when a task belongs to the XSS domain and needs scope, evidence, pivot,…

• Redteam Csrf Detail Pack

  by @Netw0rkNoob

  Domain routing and boundary guidance for authorized CSRF testing, including token bypasses, SameSite bypasses, and JSON CSRF. Use when a task belongs to the CSRF testing domain and needs scope, evidence, pivot, or exit criteria.

• Redteam Xxe Detail Pack

  by @Netw0rkNoob

  Domain routing and boundary guidance for authorized XXE testing, including file read, SSRF, blind XXE, and parameter entity variants. Use when a task belongs to the XXE domain and needs scope, evidence, pivot, or exit criteria.

• Redteam Cve Lookup

  by @Netw0rkNoob

  CVE lookup and applicability assessment domain card. Use after reconnaissance has identified products, versions, services, or fingerprints and red-team mode needs evidence-based CVE matching before deeper testing.

• Redteam Web Detail Pack

  by @Netw0rkNoob

  Routing and boundary guidance for authorized general web application security testing. Use as a web testing router when the attack surface should be dispatched to more specific web vulnerability skills.

• Redteam Recon Intake

  by @Netw0rkNoob

  Recon intake skill for first contact with a bare domain, URL, or IP address. Use to build an initial recon_profile and provide factual inputs for CVE lookup and attack-path routing.

• Redteam Cve Validation

  by @Netw0rkNoob

  CVE validation domain card. Use after CVE lookup has produced applicable or candidate CVEs and red-team mode needs scoped evidence to decide whether to continue, pivot, or report.

• Cve Triage

  by @Netw0rkNoob

  CVE lookup and triage — map discovered services/versions to known CVEs via the cve_lookup tool, score by CVSS/exploitability, and prioritize what to verify first.

• Hackerone

  by @Netw0rkNoob

  HackerOne bounty program scope-guard workflow — reads program scope, enforces scope and program rules, then hands each in-scope asset to pentest-flow

• Document Skills

  by @foryourhealth111-pixel

  Umbrella skill for document workflows (PDF/DOCX/XLSX/PPTX). Dispatches to the most specific document skill to reduce noise and improve routing precision.

• Docx

  by @foryourhealth111-pixel

  Document toolkit (.docx). Create/edit documents, tracked changes, comments, formatting preservation, text extraction, for professional document processing.

• Digital Brain

  by @foryourhealth111-pixel

  This skill should be used when the user asks to "write a post", "check my voice", "look up contact", "prepare for meeting", "weekly review", "track goals", or mentions personal brand, content creation, network management, or…

• Autonomous Builder

  by @foryourhealth111-pixel

  Full-stack software development agent for design, implementation, testing, and deployment. Use when the user explicitly asks for end-to-end project creation, feature development, bug fixing, or code refactoring.

• Clinical Decision Support

  by @foryourhealth111-pixel

  Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses (biomarker-stratified with outcomes) and treatment recommendation reports…

• Citation Management

  by @foryourhealth111-pixel

  Comprehensive citation management for academic research. Resolve bibliographic identifiers, extract accurate metadata, validate citations, deduplicate references, and generate properly formatted BibTeX entries. This skill should…

• Error Resolver

  by @foryourhealth111-pixel

  Legacy error-resolution reference archive retained for migration. Do not route user tasks here; use systematic-debugging for active bug, stack-trace, and root-cause work.

• Pptx

  by @foryourhealth111-pixel

  Presentation toolkit (.pptx). Create/edit slides, layouts, content, speaker notes, comments, for programmatic presentation creation and modification.

• Pdf

  by @foryourhealth111-pixel

  PDF manipulation toolkit. Extract text/tables, create PDFs, merge/split, fill forms, for programmatic document processing and analysis.

• Alpha Vantage

  by @foryourhealth111-pixel

  Access real-time and historical stock market data, forex rates, cryptocurrency prices, commodities, economic indicators, and 50+ technical indicators via the Alpha Vantage API. Use when fetching stock prices (OHLCV), company…

• Code Reviewer

  by @foryourhealth111-pixel

  Default code-quality route for broad code review, PR review, maintainability, correctness, and regression-risk checks. Do not use as the primary route for dedicated OWASP/security audits, review-feedback handling, completion…

• Edgartools

  by @foryourhealth111-pixel

  Python library for accessing, analyzing, and extracting data from SEC EDGAR filings. Use when working with SEC filings, financial statements (income statement, balance sheet, cash flow), XBRL financial data, insider trading…

• Biopython

  by @foryourhealth111-pixel

  Primary retained Python toolkit for molecular biology sequence work. Preferred for sequence manipulation, FASTA/FASTQ/GenBank parsing, Bio.Entrez, BLAST workflows, alignments, structures, and phylogenetics. For biological…

• Detecting Data Anomalies

  by @foryourhealth111-pixel

  Investigate outliers, rare events, spikes, and suspicious records in datasets. Use as an explicit anomaly-analysis helper when you want concrete anomaly-detection workflow guidance, not generic data validation or end-to-end ML…

• Dask

  by @foryourhealth111-pixel

  Parallel/distributed computing. Scale pandas/NumPy beyond memory, parallel DataFrames/Arrays, multi-file processing, task graphs, for larger-than-RAM datasets and parallel workflows.

• Commit With Reflection

  by @foryourhealth111-pixel

  Git提交与调试反思报告生成技能。用于分析开发过程中的错误、调试步骤和解决方案,生成结构化的中文反思报告,并创建包含报告引用的Git提交。显式请求词:反思提交、智能提交、生成调试报告、commit with reflection。

• Dnanexus Integration

  by @foryourhealth111-pixel

  DNAnexus cloud genomics platform. Build apps/applets, manage data (upload/download), dxpy Python SDK, run workflows, FASTQ/BAM/VCF, for genomics pipeline development and execution.

• Etetoolkit

  by @foryourhealth111-pixel

  Phylogenetic tree toolkit (ETE). Tree manipulation (Newick/NHX), evolutionary event detection, orthology/paralogy, NCBI taxonomy, visualization (PDF/SVG), for phylogenomics.

• Adaptyv

  by @foryourhealth111-pixel

  Cloud laboratory platform for automated protein testing and validation. Use when designing proteins and needing experimental validation including binding assays, expression testing, thermostability measurements, enzyme activity…

• Datacommons Client

  by @foryourhealth111-pixel

  Work with Data Commons, a platform providing programmatic access to public statistical data from global sources. Use this skill when working with demographic data, economic indicators, health statistics, environmental data, or…

• Denario

  by @foryourhealth111-pixel

  Multiagent AI system for scientific research assistance that automates research workflows from data analysis to publication. This skill should be used when generating research ideas from datasets, developing research…

• Coding Tutor

  by @foryourhealth111-pixel

  Personalized coding tutorials that build on your existing knowledge and use your actual codebase for examples. Creates a persistent learning trail that compounds over time using the power of AI, spaced repetition and quizes.

• Doc

  by @foryourhealth111-pixel

  Use when the task involves reading, creating, or editing `.docx` documents, especially when formatting or layout fidelity matters; prefer `python-docx` plus the bundled `scripts/render_docx.py` for visual checks.

• Cs Foundations

  by @foryourhealth111-pixel

  Master discrete mathematics, logic, formal proofs, and computational thinking. Build the mathematical foundation for all computer science.

• Docx Comment Reply

  by @foryourhealth111-pixel

  Reply to comments (批注) in Word .docx/.doc files: extract comment context, draft replies, write threaded replies back, and validate OOXML.

• LQF Machine Learning Expert Guide

  by @foryourhealth111-pixel

  LQF Machine Learning Expert Guide - Routed skill for ML/Statistical Modeling with Critical Discussion Mode. Triggers on: machine learning, modeling, prediction, training, classification, regression, clustering, deep learning,…

• Datavis

  by @foryourhealth111-pixel

  Comprehensive data visualization toolkit for creating beautiful, mathematically elegant visualizations with D3.js, Chart.js, and custom SVG. Use when (1) building interactive data visualizations, (2) designing color palettes for…

• Detecting Performance Regressions

  by @foryourhealth111-pixel

  Compare current benchmark results against historical baselines to spot performance regressions. Use as an explicit/manual helper for build-to-build degradation review, not for broad optimization strategy or low-level profiling…

• Creating Data Visualizations

  by @foryourhealth111-pixel

  Create analytical charts and plots from existing data. Use for exploratory or reporting visuals such as bars, lines, scatters, and dashboards; not for publication-grade scientific figures or AI-generated schematics.

• Context Fundamentals

  by @foryourhealth111-pixel

  This skill should be used when the user asks to "understand context", "explain context windows", "design agent architecture", "debug context issues", "optimize context usage", or discusses context components, attention…

• Chembl Database

  by @foryourhealth111-pixel

  Query ChEMBL bioactive molecules and drug discovery data. Search compounds by structure/properties, retrieve bioactivity data (IC50, Ki), find inhibitors, perform SAR studies, for medicinal chemistry.

• Clinicaltrials Database

  by @foryourhealth111-pixel

  Query ClinicalTrials.gov via API v2. Search trials by condition, drug, location, status, or phase. Retrieve trial details by NCT ID, export data, for clinical research and patient matching.

• Clinpgx Database

  by @foryourhealth111-pixel

  Access ClinPGx pharmacogenomics data (successor to PharmGKB). Query gene-drug interactions, CPIC guidelines, allele functions, for precision medicine and genotype-guided dosing decisions.

• Bio Database Evidence

  by @foryourhealth111-pixel

  Unified biological database evidence owner. Use for gene annotation, variant clinical significance, cancer mutation evidence, GWAS trait associations, pathway mapping, target-disease evidence, protein structures, protein…

• Ena Database

  by @foryourhealth111-pixel

  Access European Nucleotide Archive via API/FTP. Retrieve DNA/RNA sequences, raw reads (FASTQ), genome assemblies by accession, for genomics and bioinformatics pipelines. Supports multiple formats.

• Cancel Ralph

  by @foryourhealth111-pixel

  Codex-compatible cancel command for Ralph loop state, preserving the original command name.

• Designing Experiments

  by @foryourhealth111-pixel

  Design experiments and quasi-experiments before analysis. Use when choosing study design, treatment/control structure, outcomes, assumptions, validation plans after scientific experiment failure, or which of DiD, ITS, synthetic…

• Architecture Patterns

  by @foryourhealth111-pixel

  Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing applications for better…

• Embedding Strategies

  by @foryourhealth111-pixel

  Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embedding quality for specific domains.

• Docs Review

  by @foryourhealth111-pixel

  Review documentation changes for compliance with the Metabase writing style guide. Use when reviewing pull requests, files, or diffs containing documentation markdown files.

• Docs Write

  by @foryourhealth111-pixel

  Write documentation following Metabase's conversational, clear, and user-focused style. Use when creating or editing documentation files (markdown, MDX, etc.).

• Context Hunter

  by @foryourhealth111-pixel

  Discover codebase patterns, conventions, and unwritten rules before making changes. Use when implementing features, fixing bugs, or refactoring code.

• Data Artist

  by @foryourhealth111-pixel

  Create beautiful data visualizations with mathematical elegance, color theory, and narrative design - the "Data is Beautiful" aesthetic.

• Documentation Lookup

  by @foryourhealth111-pixel

  Use when the user needs current library, framework, or API documentation and version-specific code examples.

• Create Plan

  by @foryourhealth111-pixel

  Create a concise plan. Use when a user explicitly asks for a plan related to a coding task.

• Dialectic

  by @foryourhealth111-pixel

  Minimal compatibility wrapper for vibe Dialectic Mode (multi-perspective design analysis).

• Deepstream Sop

  by @NVIDIA

  Use this skill when building, deploying, evaluating, debugging, or measuring latency for the DeepStream SOP Inference Microservice — a GPU-accelerated FastAPI service that detects whether operators perform assembly-line steps in…

• Deepstream Import Vision Model

  by @NVIDIA

  Use this skill to bring a supported object-detection vision model from HuggingFace or NVIDIA NGC into an NVIDIA DeepStream pipeline with end-to-end automation: ONNX download, SafeTensors export, TRT engine build, custom nvinfer…

• Cupynumeric Migration Readiness

  by @NVIDIA

  Pre-migration readiness assessor for porting NumPy to cuPyNumeric. Use BEFORE substantial porting work begins when the user asks whether code will scale on GPU, whether they should migrate to cuPyNumeric, which NumPy patterns…

• Accelerated Computing Cudf

  by @NVIDIA

  Official NVIDIA-authored guidance for NVIDIA cuDF GPU DataFrames, pandas acceleration, dask-cuDF, ETL, joins, groupby, CSV/Parquet I/O, nullable semantics, and multi-GPU DataFrame workloads.

• Cuopt Numerical Optimization Api

  by @NVIDIA

  LP, MILP, and QP (beta) with cuOpt — Python, C, and CLI. Use when the user is solving LP, MILP, or QP with any cuOpt interface.

• Deepstream Generate Pipeline

  by @NVIDIA

  Build DeepStream GStreamer pipelines interactively. Use when the user asks about pipelines for video/image inference, detection, tracking, or streaming — including natural phrases like 'pipeline to infer on image', 'run…

• Aiq Deploy

  by @NVIDIA

  Use when asked to install, deploy, run, validate, troubleshoot, or stop NVIDIA AI-Q Blueprint infrastructure.

• Kermt Embed

  by @NVIDIA

  Extract per-molecule embeddings from any encoder-bearing KERMT checkpoint. Use a local checkpoint or optionally download a pinned Hugging Face model bundle using HF_TOKEN if configured. Run containerized embedding extraction and…

• Kermt Finetune

  by @NVIDIA

  Finetune a pretrained KERMT encoder on a labeled CSV. Validate the checkpoint and data, prepare features, and run containerized training. Use a local checkpoint or optionally download a pinned Hugging Face model bundle using…

• Kermt Continue Pretrain

  by @NVIDIA

  Continue KERMT pretraining on a custom SMILES corpus with a grover_base, cmim, or hybrid checkpoint. Use a local checkpoint or optionally download a pinned Hugging Face model bundle using HF_TOKEN if configured. Run…

• Deepstream Profile Pipeline

  by @NVIDIA

  Profile a DeepStream pipeline with Nsight Systems and derive its configs from the measurement. Use when the user asks for an efficient, performant, or profiled pipeline — or to benchmark, tune, or measure FPS.

• Cuopt Developer

  by @NVIDIA

  Modify, build, test, debug, and contribute to NVIDIA cuOpt (C++/CUDA, Python, server, CI). Use for solver internals, PRs, DCO, and code conventions.

• Kermt Add Cmim Pretrain

  by @NVIDIA

  Convert a grover_base checkpoint (encoder-only or encoder + vocab heads) into a hybrid checkpoint by adding a randomly-initialized cMIM decoder + latent_dist, then continue pretraining on the user's corpus as hybrid (vocab +…

• Kermt Pretrain Scratch

  by @NVIDIA

  Pretrain a fresh KERMT model from scratch on a user-provided corpus. Builds a new vocabulary from the corpus, instantiates the model architecture from defaults, and launches pretrain_ddp.py inside the kermt container (detached…

• Kermt Infer

  by @NVIDIA

  Run predictions with a finetuned KERMT checkpoint on a SMILES-only CSV. The skill validates that the input ckpt has task FFN heads (refuses pretrain ckpts with a redirect to kermt-finetune), validates the CSV, prepares the data…

• Dicom Metadata Extract

  by @NVIDIA

  Used for extracting selected metadata from one DICOM file and flagging standard-tag PHI presence. Not for anonymization or clinical use.

• Data Designer

  by @NVIDIA

  Use when the user wants to create a dataset, generate synthetic data, or build a data generation pipeline.

• Cuopt Server Api Python

  by @NVIDIA

  cuOpt REST server — start server, endpoints, Python/curl client examples. Use when the user is deploying or calling the REST API.

• Dicom Series Preflight

  by @NVIDIA

  Used for header-only preflight of one DICOM series folder before conversion or inference. Not for de-identification or clinical clearance.

• Dicom Series To Volume

  by @NVIDIA

  Used for converting one CT DICOM series folder to a HU NIfTI volume with affine evidence. Not for multi-frame DICOM or clinical use.

• Cuopt Routing Api Python

  by @NVIDIA

  Vehicle routing (VRP, TSP, PDP) with cuOpt — Python API only. Use when the user is building or solving routing in Python.

• Cudaq Guide

  by @NVIDIA

  Use for CUDA-Q setup, simulation targets, QPU access, and @cudaq.kernel authoring guidance.

• Doca Collectx Deployment

  by @NVIDIA

  Use this skill to deploy and operate a CollectX (clx) based DOCA telemetry collector on a host or BlueField — wiring providers / counters into the collector, running the collection daemon, and shaping its exporters (Prometheus…

• Doca Caps

  by @NVIDIA

  Use this skill when the user wants to invoke the read-only doca_caps CLI to ask what DOCA sees on this host — listing DOCA devices and PCIe addresses, listing representor devices, asking which DOCA libraries are available on the…

• Doca Bf4 Deployment

  by @NVIDIA

  WARNING: guides potentially IRREVERSIBLE BlueField-4 hardware operations (PLDM firmware burns, ISO reflashes, power cycles, BMC factory resets) that can brick firmware, corrupt boot media, or cause outages — a maintenance window…

• Doca Bf3 Deployment

  by @NVIDIA

  Use this skill for BlueField-3 (BF3) day-1 platform bring-up via the classic RShim/BFB path: pushing a BlueField bundle (BFB) to the DPU over RShim with bfb-install from the host, the host-to-DPU TMFIFO management channel…

• Doca Comch

  by @NVIDIA

  Use this skill when the user is doing hands-on DOCA Comch work on a host + BlueField pair — bringing up host ↔ DPU PCIe control-plane messaging, picking server (DPU) vs client (host) roles, choosing slow-path send-task /…

• Doca Aes Gcm

  by @NVIDIA

  Use this skill when the user is doing hands-on DOCA AES-GCM work on a BlueField DPU or ConnectX NIC — configuring `doca_aes_gcm_task_encrypt` / `_task_decrypt`, querying `doca_aes_gcm_cap_*` for per-key-type (only…

• Doca Common

  by @NVIDIA

  Use this skill whenever the user is doing hands-on DOCA programming on a BlueField DPU or ConnectX NIC and needs the foundation primitives every per-library context rests on — walking the doca_ctx lifecycle, discovering doca_dev…

• Doca Container Deployment

  by @NVIDIA

  Use this skill when the user is hands-on deploying an in-bundle DOCA service container (Argus, DMS, Firefly, or UROM service) on a BlueField — kubelet standalone watching a static-pod manifests directory, YAML pod-spec drop,…