systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
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Updated 11-04 00:13
244,639 results
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
Write correct Sarvam Saaras STT code for 23 Indic languages — REST modes, Batch API with diarization, and WebSocket streaming gotchas. Use this skill when…
Build MCP (Model Context Protocol) servers on Cloudflare Workers with tools, resources, and prompts.
Computer vision pipeline design and evaluation. Specialized in YOLO26, Segment Anything 3 (SAM 3), Vision Language Models, and real-time spatial analysis.
Implement Umbraco elements in Umbraco backoffice using official docs
Make game-ready 2D characters, creatures, props, icons and FX as master stills, sprite sheets or animation clips. Plan size, motion and finish; generate the…
/cs:cpo-review <plan> — JTBD-driven interrogation of product roadmap, PMF signal, and portfolio focus. Use when committing a quarter's roadmap, deciding…
Turn a wiki topic into a cited Markdown briefing, plain-language explanation, or progressive lecture. Use this skill for topic-based briefing, explanation, and…
Plan, conduct, and analyze UX research using proven methodologies. Use when planning user research, writing interview scripts, creating test plans, recruiting…
Execute implementation tasks from design documents using markdown checkboxes. Use when (1) implementing features from feature-design-assistant output, (2)…
Guides use of the icp command-line tool for building and deploying Internet Computer applications. Covers project configuration (icp.yaml), recipes,…
This skill should be used when the user requests to research topics using FireCrawl, enrich notes with web sources, search and scrape information, or write…
Use when creating or editing a README.md file in any project or package. Analyzes the codebase from the README location, identifies missing or stale…
Provides actionable peer-review rebuttal guidance (not full rebuttal prose) using conditional persuasion P(Z|X,Y): match reviewer mindset X, recommend strategy…
Edit a user-supplied video into a vertical Reel, Short, TikTok, video diary short, or an approved eight-step AI short-video workflow. Use when the user…
Develop AI agents, tools, and workflows with Mastra v1 Beta and Hono servers. This skill should be used when creating Mastra agents, defining tools with Zod…
Diagnose research quality and guide systematic query expansion. Use when starting research on any topic, when stuck in research, or when unsure if research is…
Create, read, update, move, and manage kanban board feature files backed by markdown with YAML frontmatter. Use when working with kanban boards, task/feature…
Compares ideal plan vs existing tasks and applies KEEP/UPDATE/OBSOLETE/CREATE changes. Use when Story tasks need re-sync with updated requirements.
Checks DRY/KISS/YAGNI/architecture compliance with quantitative Code Quality Score. Use when implementation tasks are Done and need quality scoring.
Use when auditing architectural patterns through the evaluation platform with mandatory best-practice research, coordinated pattern workers, and structured…
Sets up security scanning for secrets and dependency vulnerabilities. Use when adding security infrastructure to a project.
Configures global exception handling middleware. Use when adding centralized error handling to .NET or Python backends.
This skill should be used for improving context efficiency: context budgeting, observation masking, prefix or KV-cache strategy, partitioning, token-cost…