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0b32a96521
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feat(product-experimentation): add product experimentation skill (#212)
Add the product-experimentation skill (issue #190): end-to-end experiment
workflow from assumption mapping through method selection, guardrail
definition, and decision-readout that updates the roadmap.
Includes:
- SKILL.md with full 8-step workflow, method ladder (interviews through
A/B tests), multi-criteria decision framework, and routing to
data-scientist and release-engineering
- README.md with 5 required human-facing sections
- references/discovery-brief.md mapping existing experimentation
guidance across product-methodology, data-scientist,
release-engineering, product-design-and-ux, and financial-modeling
- references/method-selection.md with decision tree and anti-patterns
- references/guardrails-and-ethics.md with guardrail design, ethical
boundaries, and stopping rules
- references/experiment-readout.md with decision-impact field types
- 4 templates: assumption-map, experiment-brief,
guardrail-and-decision-rule, readout-learning-entry
- evals/evals.json with 5 output-quality cases covering prototype test,
feature-flag rollout, underpowered experiment, guardrail omission,
and significant-but-no-ship boundary
Shared updates: root README catalog entry, skill-triggers.md entry,
regenerated marketplace/codex/llms catalogs.
Co-authored-by: username <username>
Co-authored-by: factory-droid[bot] <138933559+factory-droid[bot]@users.noreply.github.com>
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2026-08-02 16:56:00 -04:00 |
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