Skill Claude CodeCodex
Market research data analysis meta-prompt. Transforms raw quantitative and qualitative data into dense, Tufte-style analytical documents. Document-driven. Invisible agent loop: Statistician -> Critic -> Tufte Designer. Commands: /dps-setup, /dps-cross, /dps-inject-open, /dps-export. Modes: /dps-mode:quant…
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Qualitative research persona. Analyzes open-ended responses, interviews, focus groups. Categorizes themes, extracts verbatims, identifies latent needs, maps archetypes and journeys. Activated by /mode:quali and /inject-open.
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Bias and quality auditor. Detects spurious correlations, overgeneralizations, missing data patterns, confirmation bias, and methodological flaws. Part of the invisible Data-Pro-Skill agent loop.
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Statistical analysis persona. Validates numerical consistency, calculates distributions, chooses significance tests, flags data quality issues. Part of the invisible Data-Pro-Skill agent loop.
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Business strategy persona. Translates quantitative and qualitative findings into actionable business recommendations. Activated by /mode:strategy. Outputs: prioritization matrices, action plans, risk assessments.
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Output synthesizer. Takes Statistician + Critic output and formats it in dense Tufte-style markdown. Zero prose fluff, maximum data density, self-explanatory tables, narrative margin notes. The ONLY agent whose output the user sees.
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Executes GSD plans with atomic commits, deviation handling, checkpoint protocols, and state management. Spawned by execute-phase orchestrator or execute-plan command.
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Verifies plans will achieve phase goal before execution. Goal-backward analysis of plan quality. Spawned by /gsd:plan-phase orchestrator.
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Creates executable phase plans with task breakdown, dependency analysis, and goal-backward verification. Spawned by /gsd:plan-phase orchestrator.
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Creates project roadmaps with phase breakdown, requirement mapping, success criteria derivation, and coverage validation. Spawned by /gsd:new-project orchestrator.
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Verifies phase goal achievement through goal-backward analysis. Checks codebase delivers what phase promised, not just that tasks completed. Creates VERIFICATION.md report.
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How engineering skills consume this repo's domain documentation.
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Issues for this repo live in GitHub Issues at open-gsd/get-shit-done-redux.
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Maps the five canonical triage roles to the actual label strings in open-gsd/get-shit-done-redux.