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Amazon''s Working Backwards product development method based on Colin Bryar and Bill Carr''s "Working Backwards". Use this skill whenever the user is discussing a new product, feature, pitch, or launch narrative — even if they do not explicitly say "PR/FAQ," "press release," or "working backwards." Triggers include: (1) writing or reviewing a PR/FAQ for a new product or feature, (2) drafting the l

Use when, just after abandoning or failing at something, you catch yourself concluding "that wasn't worth reaching anyway" — the post-mortem self-deception / motivated-reasoning anti-pattern. Fires when writing a post-mortem after a failure or rollback, recording a lesson after a retreat, or when an operator/agent's stated reason for quitting smells like comfort rather than analysis. The tell: a g

Use this skill when implementing features, writing code, creating functions or classes, refactoring existing code, or building any software component. Triggers on: "implement", "write the code for", "build this feature", "create a function", "refactor this", "add this to the codebase", "make this work", "write a class", "implement the logic". This skill enforces clean code principles, proper abstr

Use this skill for any production incident, outage, or critical system failure. Triggers on: "production is down", "outage", "incident", "something broke in prod", "users are affected", "SEV-1", "SEV-2", "rollback needed", "postmortem", "post-mortem", "RCA for incident", "system is down", "critical bug in production", "emergency deploy", "data issue in production". This skill coordinates the respo

Use this skill for anything related to managing or preparing a software release: release checklists, release notes, version bumping, release planning, go/no-go decisions, changelog maintenance, deployment coordination, or rollback planning. Triggers on: "prepare a release", "release notes", "write the changelog", "version bump", "deploy to production", "release checklist", "go/no-go", "rollback pl

Use this skill for any architecture, system design, or major technical decision task. Triggers on: "design the system", "architecture for", "how should we structure", "ADR", "architecture decision", "data model", "API design", "system diagram", "technical design", "non-functional requirements", "how should this be built", "what pattern should we use", "scalability", "integration design". Use befor

Create branded blog header images with strict layout rules, safe zones, and brand color application. Python/Pillow implementation with 75% safe zone rule for mobile-safe rendering.

Verify and clean email lists before campaigns, CRM imports, or email platform uploads. DNS/MX/syntax/disposable/role-based checks. Includes Python implementation.

LinkedIn image types and generation methods for each post format. Quote cards, article screenshots, brand photos, and selfie content with exact dimensions and tools.

Proven LinkedIn comment frameworks for virality. Three-part structure, human voice rules, reaction selection guide. Tested at 185,000+ profile appearances in 7 days from comments alone.

Generate diagrams from Mermaid code using the free Kroki API. No authentication required. Flowcharts, sequence diagrams, class diagrams, ERDs, and more. Returns local PNG/SVG files.

Dynamic Expert Council QA system. Selects domain-relevant expert personas to review deliverables before final delivery. 3 tiers with build/review mode toggle. Works with any AI assistant.