数据库
数据库管理与查询
chembl-database
K-Dense-AI
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.
open-prose
openprose
OpenProse is a programming language for AI sessions. Activate on ANY prose command (prose boot, prose run, prose compile, prose update, etc.), running .prose files, mentioning OpenProse/Prose, or orchestrating multi-agent workflows. The skill intelligently interprets what the user wants.
system-storage-cleanup
vellum-ai
"Handle disk pressure, critically low storage, safe storage limits, and storage cleanup mode by inspecting disk usage and proposing safe cleanup steps."
vellum-test-selection
vellum-ai
Select focused verification commands for Vellum Assistant changes. Use when deciding what tests, typechecks, lints, or smoke checks to run after editing this repository, especially before commits and pull requests.
vellum-migration-checklist
vellum-ai
Validate Vellum Assistant database and workspace migrations. Use when adding, editing, reviewing, or testing migrations, release-note migrations, persisted schemas, workspace file formats, or data backfills.
pulumi-cdk-to-pulumi
pulumi
Convert an AWS CDK application to Pulumi. This skill MUST be loaded whenever a user requests migration or conversion of a CDK application to Pulumi.
ad-overview
PurpleAILAB
Active Directory attack lane — BloodHound ingestion, Kerberoasting, ADCS ESC scanning, DCSync, LAPS extraction.
yao-geo-page-blueprint
yaojingang
Use when the user needs a GEO-friendly page blueprint for a specific product, topic, article, ranking, comparison, FAQ, knowledge-base, or case page, especially when the work must become implementable page structure rather than only copywriting.
query-finelog
marin-community
Query Finelog logs and telemetry for Iris tasks, workers, profiles, training, vLLM, and cross-cluster forwarding. Use for schema discovery, SQL, memory or CPU summaries, hub-versus-regional comparisons, counter semantics, and query-performance diagnosis.
add-dataset
marin-community
Register a named Hugging Face dataset for Marin by inspecting its schema and adding the appropriate experiments/datasets module.
marina-applet
marin-community
Build, validate, publish, update, inspect, query, roll back, or archive a dynamic Marina applet. Use for Artifact+-style web apps that should run behind Marina authentication, carry small bundled assets or data, use an applet-owned Postgres schema, or add a trusted Python ASGI backend without a Marina image deployment.
pseo-linking
lisbeth718
Build an intelligent internal linking system using hub-and-spoke structures, related page suggestions, breadcrumb navigation, and topical clustering for programmatic SEO. Use when implementing or improving internal linking, adding breadcrumbs, building category hub pages, or creating related-pages components.
benchling-integration
K-Dense-AI
Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build Benchling Apps, query Data Warehouse, for lab data management automation.
laravel-testing
fusengine
Write tests with Pest 3/PHPUnit, feature tests, unit tests, mocking, fakes, and factories. Use when testing controllers, services, models, or implementing TDD.
mx-space-remote-translation-audit
Innei
Audit remote mx-space translation data through ssh to the swarm host, then docker exec into the Postgres container and run psql inside the container. Use for checking translation_entries coverage, ai_translations gaps, strict computeContentHash mismatches, and runtime freshness semantics in deployments where direct Postgres access is unreliable.
mx-space-remote-db-access
Innei
Access the remote mx-space PostgreSQL through ssh to the swarm host, then docker exec into the Postgres container and run psql inside the container. Use for inspecting tables, sampling rows, validating topic assignments, and performing guarded updates in the specific mx-space deployment pattern where direct host-level Postgres access is unreliable.
ci-smoke-needs-real-deps
Innei
Use when a CI release/build pipeline runs a smoke test that boots the project's bundled binary against an external dependency stack (PostgreSQL, MySQL, Redis, MongoDB, S3, etc.) and the test fails with connection refused, missing-required-env, or migration errors. The fix is to declare the dep as a CI service container AND inject the matching env vars on the smoke step. Common after a stack migration leaves the release workflow out of sync with the new ci.yml/code reality.
testing
elie222
Guidelines for testing the application with Vitest
server-actions
elie222
Guidelines for implementing Next.js server actions
codebase-onboarding
affaan-m
Analyze an unfamiliar codebase and generate a structured onboarding guide with architecture map, key entry points, conventions, and a starter CLAUDE.md. Use when joining a new project or setting up Claude Code for the first time in a repo.
docker-patterns
affaan-m
Docker and Docker Compose patterns for local development, container security, networking, volume strategies, and multi-service orchestration.
documentation-lookup
affaan-m
Use up-to-date library and framework docs via Context7 MCP instead of training data. Activates for setup questions, API references, code examples, or when the user names a framework (e.g. React, Next.js, Prisma).
python-testing
affaan-m
Python testing strategies using pytest, TDD methodology, fixtures, mocking, parametrization, and coverage requirements.
database-migrations
affaan-m
Database migration best practices for schema changes, data migrations, rollbacks, and zero-downtime deployments across PostgreSQL, MySQL, and common ORMs (Prisma, Drizzle, Django, TypeORM, golang-migrate).