tjboudreaux
Publisher on askill
Identify and manage the bottleneck; improvements elsewhere don't matter until the constraint is addressed. Use for performance optimization, process improvement, and resource allocation.
Apply Herbert Simon's Bounded Rationality and satisficing to make good-enough decisions under real-world constraints. Use for design decisions under time pressure, recognizing cognitive limits, and se...
Approach problems backward by identifying paths to failure, then systematically avoiding them. Use for risk identification, planning, and avoiding obvious mistakes.
Analyze problems as interconnected systems with feedback loops, emergent behavior, and non-linear effects. Use for debugging complex systems, architecture decisions, and understanding unexpected behav...
Improve by removal rather than addition. Focus on what to stop doing, eliminate the negative, and subtract complexity. Use for system simplification, process improvement, and feature prioritization.
Build in buffers for unknown unknowns and don't optimize to the edge. Use for capacity planning, deadline estimation, architecture design, and risk management.
Understand what "job" users hire your product to do, focusing on progress users seek rather than features. Use for product development, feature prioritization, user research, and market positioning.
Rapid decision-making loop for dynamic situations. Use for incident response, competitive scenarios, time-sensitive decisions, and situations requiring quick adaptation.
Systematic checklist to identify and counteract cognitive biases in decision-making. Use before major decisions, when evaluating recommendations, or when stakes are high.
Orchestrates the integration of multiple Git worktrees or branches into a single ephemeral preview branch. Automated strategy for merging, conflict detection, and verification of parallel development...
Unified GitHub search across code, commits, issues, PRs, and repos using the gh CLI. Find patterns, track bugs, evaluate dependencies, and monitor changes.
Design every change with traceability, diagnostics, and fast incident triage in mind across mobile, web, and web3 stacks.
Enforce reproducible testing, automated verification, and evidence-driven sign-off before merging any change.
Anchor every engineering decision in user value, measurable outcomes, accessibility, and cross-platform experience coherence.
Full GitHub workflow orchestration via CLI - branch management, commit quality, issue triage, PR lifecycle, and worktree operations on macOS and Windows.
Facilitate retrospectives and experiment readouts using ASCII grids, timelines, and heatmaps for rapid comprehension.
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