Agent Skills catalog · page 177
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Borda/AI-Rig
code-review
Close PRs at an evidence gate or review local diffs/PRs with specialists and JSON artifacts.
datarobot-oss/datarobot-agent-skills
datarobot-app-framework-cicd
Guidance for setting up CI/CD pipelines for DataRobot application templates using GitLab, GitHub Actions, and Pulumi for infrastructure as code. Use when setting up CI/CD pipelines, configuring deployments, or managing infrastructure for DataRobot application templates.
datarobot-oss/datarobot-agent-skills
datarobot-external-agent-monitoring
Instrument any external or existing AI agent with OpenTelemetry to send traces, logs, and metrics to DataRobot for monitoring, observability, and governance. Use when the user says "add tracing/observability/monitoring to my agent", wants to instrument an existing agent project in their IDE, or wants to send agent traces, logs, or metrics to DataRobot.
datarobot-oss/datarobot-agent-skills
datarobot-workload-api
Use when the user wants to create, configure, scale, debug, observe, or roll out container workloads on DataRobot's Workload API. Triggers include: deploying a container as a managed service, listing/starting/stopping workloads, changing replica counts or autoscaling, picking CPU/GPU compute bundles, injecting DataRobot credentials as env vars, diagnosing workloads that are stuck / errored / crash-looping (CrashLoopBackOff, ImagePullBackOff, OOMKilled, probe failures, exec format error), pulling
Borda/AI-Rig
distill
One-time snapshot extracting patterns from work history and accumulated lessons, distills into concrete improvements — new agent/skill suggestions, memory pruning, consolidating lessons into rules/agent updates, or performing bin/ extraction from /audit --efficiency candidates. Roster boundary analysis → /foundry:audit agents (Check 34).
aktsmm/Agent-Skills
drawio-diagram-forge
Use it for operations and research tasks; the detail page covers purpose, installation, and practical steps.
Borda/AI-Rig
investigate
Investigate code debugging and root-cause narrowing; use measurable gates before fixes.
Borda/AI-Rig
kaggle
Generate a Kaggle competition notebook as a Jupytext `# %%` Python script following the user's established ML research style: PTL for DNN training, best-fit tool selection, EDA→Baseline→Train→Inference pipeline with per-stage lens cells, small single-purpose cells each carrying a why. Grounds data schema and submission format through the authenticated `kaggle` CLI (file listing, sample submission, leaderboard) rather than the login-walled competition page. Tuned to win (leakage-safe CV, metric-a
Borda/AI-Rig
run
Sustained metric-improvement loop with atomic commits, auto-rollback, and experiment logging. Iterates with specialist agents, commits atomically, auto-rolls back on regression. Accepts a program.md file path. Supports --resume, --team, --colab, --codex, --researcher, --architect, --journal, --hypothesis.
Borda/AI-Rig
topic
Research State of the Art (SOTA) literature for an Artificial Intelligence / Machine Learning (AI/ML) topic, method, or architecture. Finds relevant papers, builds a comparison table, recommends the best implementation strategy for the current codebase, and optionally produces a phased implementation plan mapped to the codebase. Owns broad SOTA search end-to-end via foundry:web-explorer; delegates codebase mapping to foundry:solution-architect.
vinnie357/claude-skills
tdd
Test-Driven Development methodology and discipline. Use when writing code test-first, practicing Red-Green-Refactor, building walking skeletons, applying outside-in development, or sequencing tests for incremental design.
VoDaiLocz/kilo-kit-mcp
testing-strategy
Comprehensive testing skill covering unit, integration, and e2e testing with TDD. Use when writing tests, improving coverage, or setting up testing infrastructure. Keywords: test, TDD, unit test, integration, e2e, coverage, mock, jest, vitest
VoDaiLocz/kilo-kit-mcp
backend-api-development
Comprehensive backend API development skill for building robust, scalable APIs. Use when creating new endpoints, services, or backend functionality. Keywords: API, backend, endpoint, service, REST, GraphQL, server, controller, route
vinnie357/claude-skills
claude-output-styles
Guide for creating Claude Code output styles and reusable response-format contracts. Use when creating, shipping, or customizing an output style for a session; defining the response shape an agent, command, or team worker must produce; standardizing worker reports so a team lead can parse them; or deciding between an output style, a skill, and a CLAUDE.md entry.
VoDaiLocz/kilo-kit-mcp
code-review
Comprehensive code review checklist and methodology. Use when reviewing PRs, conducting code audits, or assessing code quality. Keywords: review, PR, code review, audit, assess, quality, check
vinnie357/claude-skills
ecto
Guide for Ecto schemas, changesets, queries, migrations, and Multi. Use when writing Ecto migrations, querying or mutating Ecto schemas, designing changesets, working with Ecto.Multi, or choosing between Ecto query DSL and raw SQL.
Zhonghao1995/agentic-swmm-workflow
swmm-end-to-end
Top-level orchestration skill for agentic SWMM modelling. Use when an agent needs one entrypoint that decides which module tools to run, in what order, and when to stop, for example to build, run, QA, and optionally calibrate a SWMM case from prepared or partially prepared inputs.
vinnie357/claude-skills
awman
Guide for using awman to run AI coding agents in isolated containers with multi-step workflows and a REST API. Use when configuring parallel agent sessions, authoring awman workflows, driving the awman api server, managing worktrees, migrating from amux, or troubleshooting awman container runs.
Zhonghao1995/agentic-swmm-workflow
swmm-anywhere
Synthesize a plausible SWMM drainage network from public data (OSM streets + DEM) when NO real pipe-network data exists — input is just a bbox. Use ONLY when the user has no pipe shapefile/CAD/GIS data, or to establish a baseline before real data arrives; if real pipe data exists, route to swmm-network or swmm-gis instead.
Zhonghao1995/agentic-swmm-workflow
swmm-modeling-memory
Read historical Agentic SWMM experiment audit artifacts and summarize repeated assumptions, QA issues, failures, missing evidence, run-to-run differences, lessons learned, and controlled skill update proposals. Use downstream of swmm-experiment-audit when multiple audited runs exist or when a user asks for modeling memory, failure-pattern extraction, lessons learned, or human-reviewed skill refinement proposals.
vinnie357/claude-skills
bees
Guide for using Bees, a lightweight SQLite-backed local issue tracker. Use when managing issues, tracking dependencies, exporting for AI context, or running local-first project management.
VoDaiLocz/kilo-kit-mcp
chrome-devtools
Browser automation, debugging, and performance analysis using Puppeteer CLI scripts. Use for automating browsers, taking screenshots, analyzing performance, monitoring network traffic, web scraping, form automation, and JavaScript debugging.
vinnie357/claude-skills
claude-skills
Guide for creating Agent Skills with progressive disclosure and best practices. Use when creating new skills, understanding skill structure, or implementing progressive disclosure.
vinnie357/claude-skills
claude-workflows
Guide for Claude Code dynamic workflows — JavaScript scripts that orchestrate many subagents in one background run. Use when a task needs more agents than one conversation can coordinate, codifying repeatable orchestration, running codebase-wide sweeps or large migrations, authoring or reading a workflow script, or deciding between a workflow, a subagent, and a skill.