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Systematic Debugging Workflow

systematic-debugging

obra/superpowers

Guides engineers through a disciplined four-phase debugging workflow so they investigate root causes, analyze patterns, test hypotheses, and implement fixes based on evidence before touching code.

Test Driven Development Practice

test-driven-development

obra/superpowers

Detailed guidance for a strict test-driven development cycle: write a failing test first, confirm the failure, add minimal code to pass, refactor cleanly, and repeat so every feature, fix, or refactor ships with confidence.

Git Worktree Isolation

using-git-worktrees

obra/superpowers

Creates isolated git worktrees with prioritized directory discovery, ignore verification, dependency bootstrapping, and clean baseline tests so feature branches launch safely alongside ongoing work.

Skill Invocation Guide

using-superpowers

obra/superpowers

Defines how to discover and invoke Superpowers skills before responding, emphasizing mandatory skill checks, priority rules, and how skills interact with other instructions.

Verification Before Completion

verification-before-completion

obra/superpowers

Framework ensuring no completion claims are made until fresh verification commands are run and their outputs read, so tests/builds/regressions are proven before anyone says the work is done.

VideoDB Media Intelligence

sickn33/antigravity-awesome-skills

VideoDB ingests files, URLs, RTSP feeds, or desktop captures to build searchable visual and spoken indexes, edit timelines with overlays/subtitles, generate media, and emit realtime alerts for monitoring workflows.

What-If Oracle Explorer

K-Dense-AI/claude-scientific-skills

Structured system that runs multi-branch “what if” analyses to map possibility spaces, stress-test strategic options, and surface triggers so users can prepare confident responses before committing resources.

Specification Planning Workflow

obra/superpowers

Creates detailed implementation plans for multi-step tasks by outlining file responsibilities, concrete coding/testing steps, and commit guidance so developers can execute with no prior context.

Test-Driven Skill Writing

obra/superpowers

Guides authors through adapting test-driven development to agent skills documentation, covering when to create skills, required background, directory structure, and how to run pressure scenarios to ensure compliance before publishing.

Channel Evaluation Advisor

acquisition-channel-advisor

deanpeters/Product-Manager-Skills

Guides product and growth teams through evaluating whether to scale, test, or kill acquisition channels using unit economics (CAC, LTV, payback), customer quality (retention, NRR), and scalability indicators for data-driven go-to-market budgeting.

AI-Shaped Readiness Advisor

ai-shaped-readiness-advisor

deanpeters/Product-Manager-Skills

Interactive assessment that gauges whether your product work is AI-first or AI-shaped, measures readiness across five essential PM competencies for 2026, highlights gaps, and recommends which AI capability to build next.

Director Altitude Horizon Model

altitude-horizon-framework

deanpeters/Product-Manager-Skills

Explains the altitude-and-horizon mental model that differentiates PM and Director thinking, helping leaders diagnose friction zones, create cascading context, and focus on system-level strategy when scope or direction is unclear.

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