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Pre-mortem: failure obituary, 3 root causes (technical/organizational/market), early warning timeline.
A pre-mortem imagines the project has already failed—then works backward to understand why. This bypasses optimism bias, groupthink, and the tendency ...
Analyzes digital products using psychological principles to identify UX issues, improve conversions, and optimize user flows. Provides actionable, science-backed recommendations with measurable impact.
# UX Psychology Analyzer ## Description An AI-powered skill that analyzes digital products (apps, websites, user flows) using 6 psychological princip...
50-word vocabulary cage with architecture metaphor, avoidance rules, and meta-analysis.
Creative constraints force choices that default thinking never reaches. When you can use any word, you pick the first one. When you can only use 50 wo...
Seven hooks by cognitive bias: gap, contrast, authority, FOMO, loss aversion, identification, pattern interrupt.
The first line determines whether the rest is read. Readers decide within 1.5 seconds. Each hook targets a different cognitive mechanism. Write 7 hoo...
SQL N+1 detection, composite/covering indexes, query rewrite, prioritized by user impact.
Most DB performance problems are too many queries, not slow queries. The N+1 problem alone causes more incidents than all slow-query optimization comb...
Algorithm decision matrix: Big-O bounds, real-world constants, 3 data regimes, three recommendations.
Do not pick the first algorithm that comes to mind. Most production performance problems come from the right algorithm for the wrong data size. This f...
Multi-audience tone calibration: executive, technical, novice, public, legal—with implicit audience analysis.
Transform the provided message for 5 distinct audiences while preserving 100% informational content. Different audiences trust different argument type...
Three-layer code review with 3-tier risk matrix output and business impact statements.
You are reviewing a pull request. Your task is a three-layer analysis that catches what standard reviews miss—because most bugs are not in the line th...
Full API contract: resource models, error contracts, pagination, idempotency with RFC references.
Design an API contract before writing implementation. The contract is the source of truth—client and server build independently against it. Every ambi...
Emergent fiction: 5-word seed expanded through three constrained iterations to 300-word resolution.
A story from a small seed grows organically—each step discovers what comes next rather than forcing a pre-planned plot. 1. SEED: Exactly 5 words impl...