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SkillsMP has collected 968 skills from strmt7/ai_skills_collection_benchmarked. Open a skill to review its source and details.
strmt7/ai_skills_collection_benchmarkedShowing 40 of 968 collected skills.
Generate high-converting, deep-dive growth case studies in MDX format. Use this skill when asked to write a case study or blog post about a company's growth, tech stack, or product-led strategy. It handles the full pipeline (researching the company via…
Monitors Hacker News for user-configured keywords, deduplicates against a local SQLite cache, and sends Slack alerts for new matching posts. Use when asked to monitor Hacker News for mentions, track keywords on HN, get alerts when something is posted about a…
Watches subreddits for people describing the exact problem you solve, scores their relevance to your ICP, and drafts a helpful non-spammy reply for each high-signal post. Use when asked to monitor Reddit for ICP signals, find prospects on Reddit, surface pain…
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Creates production-grade infographics as HTML, PNG, and PDF from any data or brief. Use when asked for an infographic, visual summary, one-pager, data visualization, or to convert tables, stats, timelines, or comparisons into a visual format. Also triggers…
AI-driven multi-format SVG content generation system. Converts source documents (PDF/DOCX/URL/Markdown) into high-quality SVG pages and exports to PPTX through multi-role collaboration. Use when user asks to "create PPT", "make presentation", "生成PPT", "做PPT",…
Generates and updates README.md and API reference docs by reading your codebase's functions, routes, types, schemas, and architecture. Uses graphify to build a knowledge graph first, then writes accurate docs from it. Use when asked to write docs, generate a…
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Azure Maps SDK for .NET. Location-based services including geocoding, routing, rendering, geolocation, and weather. Use for address search, directions, map tiles, IP geolocation, and weather data. Triggers: "Azure Maps", "MapsSearchClient",…
Use when changing UE5 smartphone rendering, graphics settings, anti-aliasing, ambient occlusion, reflections, post-process, device profiles, or mobile performance tiers. Applies when exposing graphics options to players or claiming that a visual feature works…
Connect to Azure Database for PostgreSQL Flexible Server from Node.js/TypeScript using the pg (node-postgres) package. Use for PostgreSQL queries, connection pooling, transactions, and Microsoft Entra ID (passwordless) authentication. Triggers: "PostgreSQL",…
Azure PostgreSQL Flexible Server SDK for .NET. Database management for PostgreSQL Flexible Server deployments. Use for creating servers, databases, firewall rules, configurations, backups, and high availability. Triggers: "PostgreSQL",…
Catch AI-style regressions with narrow contract tests, split pytest lanes, and sandbox-path checks before and after fixes.
Lower output token usage on demand for all AI agents without sacrificing technical accuracy, safety, or repo-specific clarity.
Keep agent context small and high-signal by routing into AGENTS, the nearest docs, and the narrowest correct test lanes.
Deployment and rollout guidance for this repo's Dockerized OMERO platform, with emphasis on env contracts and update safety.
Django patterns for OMERO.web plugins: app boundaries, views, services, templates, and shared helper usage.
Django and OMERO.web security rules for views, uploads, responses, permissions, and admin-only surfaces.
Verify Django and OMERO.web changes with the repo's split pytest model, docs gates, and targeted runtime checks.
Docker and Compose patterns for this repo's multi-container OMERO runtime, startup scripts, and hardening rules.
Docker and Docker Compose patterns for local development, container security, networking, volume strategies, and multi-service orchestration.
Keep repository documentation accurate when behavior, topology, env contracts, or troubleshooting procedures change.
Use current official documentation and release notes for OMERO, Django, Docker, Python, PostgreSQL, monitoring tools, and AI harnesses instead of memory.
Review environment-driven configuration changes so they stay template-backed, typed, documented, and free of hard-coded runtime values.
Preview HTML/CSS/JS changes in Django plugin templates with the pinned host-side Vite/Vitest toolchain, then validate live in OMERO.web.
Safe runtime-debugging workflow for OMERO Docker Extended, including Loki-first log triage, container venv discovery, and correct OMERO service-user usage.
Map changed files to the correct split pytest suites and fast regression checks for this repository.
PostgreSQL guidance for the main OMERO database, plugin database, migrations, indexes, and maintenance contracts.
Python patterns for this repo's helpers, plugins, services, startup tooling, and environment-driven contracts.
Python testing guidance for split pytest lanes, contract tests, shell checks, and syntax-only fallbacks in this repo.
Research-before-coding workflow for OMERO Docker Extended. Check the repo, tests, official upstream docs, and release notes before writing new code.
Triage code-scanning findings using the repo's live runbook, closed-history ledger, and canonical prevention playbook before editing security-sensitive code.
Security review for uploads, filesystem paths, SQL, responses, subprocesses, Docker, workflows, and secrets in this repo.
Use this skill when adding authentication, handling user input, working with secrets, creating API endpoints, or implementing payment/sensitive features. Provides comprehensive security checklist and patterns.
TDD guidance for repo changes using narrow regression tests, split pytest lanes, and docs updates as part of done-ness.
Repository-specific verification flow for OMERO Docker Extended. Runs docs validation, Ruff, split pytest suites, and targeted fallback checks without overstating coverage.
Data structure for annotated matrices in single-cell analysis. Use when working with .h5ad files or integrating with the scverse ecosystem. This is the data format skill—for analysis workflows use scanpy; for probabilistic models use scvi-tools; for…
Search scientific papers and retrieve structured experimental data extracted from full-text studies via the BGPT MCP server. Returns 25+ fields per paper including methods, results, sample sizes, quality scores, and conclusions. Use for literature reviews,…
Unified Python interface to 40+ bioinformatics services. Use when querying multiple databases (UniProt, KEGG, ChEMBL, Reactome) in a single workflow with consistent API. Best for cross-database analysis, ID mapping across services. For quick single-database…
Query the CELLxGENE Census (61M+ cells) programmatically. Use when you need expression data across tissues, diseases, or cell types from the largest curated single-cell atlas. Best for population-scale queries, reference atlas comparisons. For analyzing your…