Capability
Official publisher agent skills
Skills published by the company behind the product, framework or service they work with.
Highest-scoring with this capability: let-fate-decide from trailofbits/skills (94/100), tao-run-deft-object-detection from NVIDIA/skills (92/100) and docx from anthropics/skills (91/100).
- 1,940 listed skills
- 52 repositories
By category
Developer Tools and Frameworks (410) · AI Agents and LLM Engineering (386) · DevOps and Cloud (316) · Testing and QA (151) · Data, Analytics and Databases (129) · Security (103) · Frontend and Design (94) · Productivity and Knowledge Work (86) · Video, Image, Audio and Creative (63) · Code Review and Code Quality (48) · Science and Research (43) · Documents and Office Files (36) · Writing and Editing (30) · Business, Sales and Finance (21) · Marketing and SEO (18) · Product Management (6)
The 100 highest-scoring of 1,940 skills
Ranked by Suede Skill Check score; Suede AI's own skills are not ranked. Open a category above for the full list with this filter on.
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| Skill | Repository | What it does |
|---|---|---|
| let-fate-decide 94/100 · A | trailofbits/skills | Draws a Tarot spread to inject entropy into planning when prompts are vague or casually delegated, and interprets the spread to guide next steps. |
| fp-check 93/100 · A | trailofbits/skills | Systematically verifies suspected security bugs to eliminate false positives, producing a TRUE POSITIVE or FALSE POSITIVE verdict with documented… |
| pr-improver 93/100 · A | trailofbits/skills | Runs an autonomous review-and-fix improvement loop over the current branch's changes until a PR review comes back clean, scoped mechanically to the… |
| skill-improver 93/100 · A | trailofbits/skills | Runs an autonomous review-and-fix improvement loop over a Claude Code skill until a review comes back clean, with a cross-round findings ledger… |
| codeql 92/100 · A | trailofbits/skills | Scans a codebase for security vulnerabilities using CodeQL's interprocedural data flow and taint tracking analysis, with run-all and important-only scan modes. |
| open-sourcing 92/100 · A | trailofbits/skills | This skill should be used when the user asks to "open source this project", "prepare this repository for public release", "make this repo public"… |
| semgrep 92/100 · A | trailofbits/skills | Runs a Semgrep security scan over a codebase, detecting languages, selecting rulesets, requiring approval of the plan, and merging output to SARIF. |
| sharp-edges 92/100 · A | trailofbits/skills | Identifies error-prone APIs, dangerous configurations, and footgun designs that enable security mistakes. Use when reviewing API designs… |
| cloud-databases-onboarding 92/100 · A | google/skills | Guides users through discovering their database requirements, recommends a Google Cloud database based on a recommendation matrix, and assists in… |
| tao-run-deft-aoi-cosmos3 92/100 · A | NVIDIA/skills | Run the disk-backed DEFT AOI improvement loop for NVIDIA Cosmos Reason 3 / Cosmos3 models, using Nano by default and Edge or Super when explicitly… |
| tao-run-deft-object-detection 92/100 · A | NVIDIA/skills | Runs the DEFT data augmentation loop for Grounding DINO object detection, with baseline inference, gap analysis, unique-neighbor mining, retraining, and source pool preparation. |
| docx 91/100 · A | anthropics/skills | Creates, reads, edits, and manipulates Word documents and templates, including formatting, tables of contents, tracked changes, comments, images, and find-and-replace. |
| post-patch-validation 91/100 · A | trailofbits/skills | Validates security patches with reproducible baseline-versus-patched evidence, including original exploits, root-cause variants, behavior… |
| trailmark-finding-triage 91/100 · A | trailofbits/skills | Performs graph-assisted triage of a single security finding, SARIF result, or suspicious function using Trailmark reachability, taint, privilege-boundary, and blast-radius evidence. |
| tao-finetune-anomalygennext 91/100 · A | NVIDIA/skills | Validate a user AnomalyGenNext dataset and recipe, freeze its validation set, and prepare a canonical texture fine-tuning recipe. Use when… |
| tao-prepare-anomalygennext-inputs 91/100 · A | NVIDIA/skills | Prepare normalized object-detection false negatives, source masks, and clean-image embedding inputs for AnomalyGenNext. Use when turning box-level… |
| warp-compile-time-optimizer 91/100 · A | NVIDIA/skills | Use when compile time or startup time is the problem in code that uses Warp: a request to improve, optimize, or cut compile times; an app that is… |
| vulnerability-triage-brocards 90/100 · A | trailofbits/skills | This skill should be used when the user asks to "triage a vulnerability report", "assess a CVE", "evaluate a bug bounty submission", "decide if a… |
| agent-platform-deploy 90/100 · A | google/skills | Deploys open models or custom weights from Model Garden to Agent Platform endpoints, checks deployment status and cost, troubleshoots errors, and undeploys models. |
| assuredworkloads-environment-assessor 90/100 · A | google/skills | Discovers Google Cloud resource telemetry and effective Org Policies, evaluates workloads against sovereign data boundary and compliance standards, and recommends the Assured Workloads Framework. |
| google-cloud-filestore-log-troubleshooting 90/100 · A | google/skills | Diagnoses and resolves Filestore client mount failures, EACCES permission errors, and ETIMEDOUT network timeouts on Google Cloud, including NFS mounts that hang or fail. |
| tao-analyze-detection-kpi 90/100 · A | NVIDIA/skills | Runs TAO Data Services KPI analysis for object detection, comparing inference annotations with ground truth to compute per-class TP/FP/FN/TN, precision, recall, accuracy, and AP. |
| tao-analyze-gaps-od-map 90/100 · A | NVIDIA/skills | Run TAO Data Services object-detection gap analysis from ground-truth and inference annotations. Use when an object detection workflow needs to… |
| tao-analyze-gaps-vlm-bcq 90/100 · A | NVIDIA/skills | Extract false-positive and false-negative gaps from VLM binary-classification-question (BCQ, yes/no) predictions. Use when the user asks to "analyze… |
| tao-generate-image-embeddings 90/100 · A | NVIDIA/skills | Run TAO Data Services image embedding to turn a parquet of image filepaths into an embedding parquet using CLIP, SigLIP, or a TAO checkpoint. Use… |
| tao-run-automl 90/100 · A | NVIDIA/skills | Run container-backed AutoML / hyperparameter optimization (HPO) for NVIDIA TAO networks using AutoMLRunner. Handles algorithm selection (bayesian… |
| tao-token-efficient-execution 90/100 · A | NVIDIA/skills | Token-efficient execution kit for repeated TAO agentic workflows. Compiles a skill into stage cards once (with a strong model), then executes them… |
| tao-train-optical-inspection 90/100 · A | NVIDIA/skills | Optical Inspection for defect detection using Siamese networks. Compares image pairs to detect manufacturing defects, anomalies, or quality issues… |
| tao-train-visual-changenet 90/100 · A | NVIDIA/skills | Visual ChangeNet for binary image classification and segmentation in AOI defect detection. Use when training, evaluating, exporting, or running… |
| vss-deploy-detection-tracking-2d 90/100 · A | NVIDIA/skills | Deploys, runs, debugs, tears down, and calls the REST API of the RTVI-CV 2D detection and tracking microservice. |
| mcp-builder 89/100 · B | anthropics/skills | Guides building MCP servers that let LLMs use external services through tools, in Python with FastMCP or TypeScript with the MCP SDK. |
| agentic-actions-auditor 89/100 · B | trailofbits/skills | Audits GitHub Actions workflows for security vulnerabilities where attacker-controlled input reaches AI agents like Claude Code Action, Gemini CLI, or Codex in CI/CD. |
| code-improver 89/100 · B | trailofbits/skills | Runs an autonomous review-and-fix improvement loop over any code target — a skill, plugin, module, or directory — using a reviewer the user names… |
| constant-time-analysis 89/100 · B | trailofbits/skills | Detects timing side-channel vulnerabilities in cryptographic code. Use when implementing or reviewing crypto code, encountering division on secrets… |
| diagramming-code 89/100 · B | trailofbits/skills | Generates Mermaid diagrams from Trailmark code graphs, including call graphs, class hierarchies, module dependency maps, complexity heatmaps, and attack surface data flow visualizations. |
| dimensional-analysis 89/100 · B | trailofbits/skills | Audits code for unit and decimal-scaling bugs and annotates it with dimensional comments recording the units of each value. |
| firebase-apk-scanner 89/100 · B | trailofbits/skills | Scans Android APKs for Firebase security misconfigurations including open databases, storage buckets, authentication issues, and exposed cloud… |
| graph-evolution 89/100 · B | trailofbits/skills | Compares Trailmark code graphs at two source snapshots to surface security-relevant structural changes, including new attack paths, complexity shifts, and blast radius growth. |
| interpreting-culture-index 89/100 · B | trailofbits/skills | Interprets Culture Index (CI) surveys, behavioral profiles, and personality assessment data. Supports individual profile interpretation, team… |
| mutation-testing 89/100 · B | trailofbits/skills | Configures mewt or muton campaigns, analyzes surviving mutants, and investigates bugs exposed by testing gaps. Use when setting up mutation testing… |
| property-based-testing 89/100 · B | trailofbits/skills | Writes, reviews, and debugs property-based tests — Hypothesis, fast-check, proptest, jqwik, rapid, and Echidna or Medusa for Solidity invariants… |
| sarif-parsing 89/100 · B | trailofbits/skills | Parses and processes SARIF files from static analysis tools like CodeQL, Semgrep, or other scanners. Triggers on "parse sarif", "read scan results"… |
| second-opinion 89/100 · B | trailofbits/skills | Gets independent code reviews from Codex or Antigravity for uncommitted changes, branch diffs, and commits. Use when the user requests an external… |
| semgrep-rule-creator 89/100 · B | trailofbits/skills | Creates custom Semgrep rules for detecting security vulnerabilities, bug patterns, and code patterns. Use when writing Semgrep rules or building… |
| semgrep-rule-variant-creator 89/100 · B | trailofbits/skills | Creates language variants of existing Semgrep rules. Use when porting a Semgrep rule to specified target languages. Takes an existing rule and… |
| slicing-code-context 89/100 · B | trailofbits/skills | Selects bounded, graph-informed source slices with Trailmark and delegates focused code analysis or patch-proposal work to a smaller subagent. |
| trailmark-review-gate 89/100 · B | trailofbits/skills | Runs a Trailmark structural review gate over a branch, pull request, fix commit, release diff, or git ref range to detect new entrypoints, new… |
| agent-platform-alert-configuration 89/100 · B | google/skills | Configures best-practice alerting policies for AI agents using OpenTelemetry (OTel) metrics, generating output as Terraform (.tf) configuration… |
| api-gateway-backend-security-and-rate-limiting 89/100 · B | google/skills | Secures and rate limits backend services behind Google Cloud API Gateway across OpenAPI 2.0 and OpenAPI 3.0.x API configurations, including… |
| api-gateway-mcp-server 89/100 · B | google/skills | Configures Google Cloud API Gateway to act as a remote Model Context Protocol (MCP) server (Public Preview) that exposes REST APIs as agent tools… |
| cloud-monitoring-promql-query 89/100 · B | google/skills | Generates valid PromQL queries from Cloud Monitoring metric descriptors and resource parameters. Use when asked to create, generate, write, or… |
| cloud-run-alert-configuration 89/100 · B | google/skills | Configures best-practice, high-signal alerting policies for Cloud Run resources on Google Cloud (services, jobs, and worker pools) based on seasoned… |
| cloud-trace-querying 89/100 · B | google/skills | Queries Cloud Trace spans, filters by latency or error status, correlates distributed traces with Cloud Logging, and diagnoses latency bottlenecks across Google Cloud services. |
| dbt-sf-to-bq-translator 89/100 · B | google/skills | Translates Snowflake dbt SQL models to BigQuery SQL, handling SQL compilation, Jinja macro masking, BigQuery Translation Service workflows, config transformations, type casting, and deduplication. |
| developer-device-platform-basics 89/100 · B | google/skills | Provides guidance and instructions on managing remote devices on Developer Device Platform (DDP). Use when reserving remote Android devices… |
| gke-ai-troubleshooting-jobset-interruption 89/100 · B | google/skills | Diagnoses GKE JobSet interruptions, restarts, and preemptions for AI/ML training workloads autonomously. Use when troubleshooting JobSet restart… |
| gke-ai-troubleshooting-tpu-dynamic-slices-monitoring 89/100 · B | google/skills | Monitors, troubleshoots, and manages GKE TPU Dynamic Slices custom resources. Use when checking TPU slice lifecycle states, troubleshooting slice… |
| gke-ai-troubleshooting-tpu-metrics-monitoring 89/100 · B | google/skills | Monitors and troubleshoots GKE TPU workloads, nodes, and node pools using GKE system metrics and PromQL. Use when monitoring TensorCore duty cycle… |
| gke-ai-troubleshooting-tpu-vbar-oom 89/100 · B | google/skills | Diagnoses and prevents vbar_control_agent segfaults, out-of-memory (OOM) errors, and TPU device initialization failures on TPU v6e nodes in GKE… |
| gke-alert-configuration 89/100 · B | google/skills | Configures alerting policies in Terraform for Google Kubernetes Engine (GKE) clusters, workloads, and services using PromQL and Google Cloud Managed… |
| google-cloud-filestore-auditing 89/100 · B | google/skills | Audits Filestore instances on Google Cloud for disaster recovery readiness, overly permissive NFS export rules, and reliability compliance with Physical Zone Isolation and Separation. |
| google-cloud-filestore-nfs-browser 89/100 · B | google/skills | Inspects, searches, and reads files and POSIX metadata on Filestore (NFS) instances on Google Cloud without local NFS client packages or root… |
| iam-helper-for-privileged-access-management 89/100 · B | google/skills | Manages the lifecycle of on-demand temporary access with Privileged Access Manager, including entitlements, access requests, and approving or denying pending grants. |
| hsb-ip-def 89/100 · B | NVIDIA/skills | Generates, validates, compares, or explains HSB HOLOLINK_def.svh macros, running bundled local Python scripts and writing validated .svh output files after the user confirms paths. |
| nvflare-autofl 89/100 · B | NVIDIA/skills | Use for agent-assisted Auto-FL optimization of an existing NVFLARE job in simulation, POC, or production. Do not use for code conversion… |
| skill-card-generator 89/100 · B | NVIDIA/skills | Use only to generate or update a governance skill card for a specified existing agent skill directory. Do not use for explaining, listing… |
| tao-finetune-clip 89/100 · B | NVIDIA/skills | CLIP vision-language model for image-text retrieval, zero-shot classification, embedding extraction, ONNX export, and TensorRT deployment. Use when… |
| tao-run-deft-aoi 89/100 · B | NVIDIA/skills | Run the full DEFT AOI improvement loop for NVIDIA TAO VisualChangeNet / ChangeNet PCB inspection models: baseline evaluate, RCA, Cosmos AnomalyGen /… |
| tao-run-deft-pas 89/100 · B | NVIDIA/skills | Run iterative improvement for NVIDIA TAO CLIP / SigLIP image-text retrieval on attribute-labelled data. Use when a request combines retrieval… |
| agents-deploy 89/100 · B | aws/agent-toolkit-for-aws | Use when deploying your agent to AWS, or when a deploy has failed. Handles pre-flight validation, CDK/IAM/quota error diagnosis, version management… |
| java-mcp-server-generator 89/100 · B | github/awesome-copilot | Use this skill when the user wants to create a Model Context Protocol (MCP) server in Java or in a Spring Boot app. Also use it when the user wants… |
| audit-prep-assistant 88/100 · B | trailofbits/skills | Prepares codebases for security review using Trail of Bits' checklist. Helps set review goals, runs static analysis tools, increases test coverage… |
| burpsuite-project-parser 88/100 · B | trailofbits/skills | Searches and explores Burp Suite project files (.burp) from the command line. Use when searching response headers or bodies with regex patterns… |
| constant-time-testing 88/100 · B | trailofbits/skills | Measures timing side channels in cryptographic implementations by running them, using dudect for statistical analysis and Timecop over Valgrind for… |
| goal-prompt 88/100 · B | trailofbits/skills | Drafts copy-paste-ready /goal commands for goal mode in Claude Code and Codex. Use when the user asks to create, write, rewrite, improve, compress… |
| supply-chain-risk-auditor 88/100 · B | trailofbits/skills | Audits a project's dependencies for supply-chain risk: version-matched advisories for direct dependencies and the full lockfile tree, abandoned or… |
| testing-handbook-generator 88/100 · B | trailofbits/skills | Generates Claude Code skills from the Trail of Bits Testing Handbook (appsec.guide), analyzing handbook pages and emitting SKILL.md files with the… |
| skill-scanner 88/100 · B | getsentry/skills | Scans agent skills for prompt injection, malicious scripts, excessive permissions, secret exposure, and supply chain risks before installation. |
| tao-analyze-changenet-rca 88/100 · B | NVIDIA/skills | Performs deep Root Cause Analysis (RCA) on NVIDIA TAO Visual ChangeNet classification experiments with image-evidence-driven investigation. Use when… |
| tao-artifacts 88/100 · B | NVIDIA/skills | The contract home for TAO's SDK-free execution pipeline — authoritative JSON Schemas for the four typed artifacts (spec-bundle, job-record… |
| tao-finetune-cosmos-embed 88/100 · B | NVIDIA/skills | Cosmos-Embed1 video-text embedding for text-to-video retrieval, video-to-video search, semantic deduplication, and fine-tuning. Use when the user… |
| tao-finetune-kumo-anomaly 88/100 · B | NVIDIA/skills | Kumo-Anomaly — diffusion-based anomaly detection and fine-tuning for multivariate time series. Use when the user asks to "fine-tune Kumo-Anomaly"… |
| tao-finetune-kumo-forecast 88/100 · B | NVIDIA/skills | Kumo-Forecast — transformer-based multivariate time series forecasting with DARR (context-enhanced kNN retrieval), interpretability, and… |
| tao-finetune-video-clip 88/100 · B | NVIDIA/skills | InternVideo2-CLIP L14 (TAO video_clip) for video-text retrieval, zero-shot classification, embedding extraction, LoRA fine-tuning, ONNX export, and… |
| tao-generate-anomalies 88/100 · B | NVIDIA/skills | Full PAIDF AnomalyGen pipeline — fine-tune on a new anomaly dataset, generate synthetic anomaly images (SDG), evaluate quality (nn_score), and… |
| tao-generate-image-grounding 88/100 · B | NVIDIA/skills | Two-step image grounding pipeline: extracts referring expressions from (image, caption) pairs and grounds them to pixel-space bounding boxes via a… |
| tao-generate-video-reasoning-annotations 88/100 · B | NVIDIA/skills | Multi-step video annotation pipeline that turns raw videos into Chain-of-Thought training data — multi-level captions, structured descriptions, and… |
| tao-run-on-slurm 88/100 · B | NVIDIA/skills | Remote SLURM GPU cluster execution over SSH with sbatch/srun, Pyxis/Enroot containers, and Lustre-backed results. Use when running TAO… |
| tao-run-on-virtualenv 88/100 · B | NVIDIA/skills | Run a Python training/eval script directly in an existing local virtualenv — no docker, no container. Implements the four-verb consumer contract… |
| tao-setup-nvidia-gpu-host 88/100 · B | NVIDIA/skills | Host setup for TAO GPU backends. Checks and, after user approval, installs minimum-compatible NVIDIA driver, CUDA Toolkit, and NVIDIA Container… |
| tao-train-action-recognition 88/100 · B | NVIDIA/skills | Action recognition from video sequences. Supports RGB, optical flow, and joint (multi-stream) input types for classifying temporal actions in video… |
| tao-train-bevfusion 88/100 · B | NVIDIA/skills | BEVFusion for multi-sensor 3D object detection. Fuses LiDAR point clouds and camera images in bird's-eye-view (BEV) space, used in autonomous… |
| tao-train-centerpose 88/100 · B | NVIDIA/skills | CenterPose for keypoint / pose estimation. Detects object centers and regresses keypoint locations for 6-DoF object pose estimation. Use when… |
| tao-train-codetr 88/100 · B | NVIDIA/skills | Co-DETR (CoDINO) for object detection. A DETR-family detector with collaborative hybrid assignment — auxiliary one-to-many heads supervise the… |
| tao-train-deformable-detr 88/100 · B | NVIDIA/skills | Deformable DETR for 2D object detection. Uses deformable attention for efficient multi-scale feature processing, lighter than DINO with competitive… |
| tao-train-depth-anything-v2 88/100 · B | NVIDIA/skills | Monocular depth estimation using Metric Depth Anything v2 or Relative Depth Anything architectures. Predicts per-pixel depth from single RGB images… |
| tao-train-dino 88/100 · B | NVIDIA/skills | DINO (DETR with Improved DeNoising Anchor Boxes) for 2D object detection. Transformer-based detector with denoising training, multi-scale features… |
| tao-train-fast-foundation-stereo 88/100 · B | NVIDIA/skills | Real-time stereo depth estimation using FastFoundationStereo (FFS), the distilled bp2 commercial variant of FoundationStereo. Predicts disparity… |
| tao-train-foundation-stereo 88/100 · B | NVIDIA/skills | Stereo depth estimation using FoundationStereo. Predicts disparity maps from stereo image pairs for 3D reconstruction. Use when training… |
| tao-train-grounding-dino 88/100 · B | NVIDIA/skills | Grounding DINO for open-set object detection. Combines DINO-style detection with a BERT text encoder for language-guided detection — detects objects… |