Guides end-to-end product experiments by mapping assumptions, selecting appropriate test methods, defining guardrails and decision rules, and recording readouts that update product direction.
Run end-to-end product experiments from assumption to decision: translate assumptions into testable hypotheses and experiment briefs, select the right method among qualitative interviews, prototypes, concierge tests, fake doors, feature flags, and A/B tests, and produce readouts that update the roadmap and decision record. Do not use when a qualitative or prototype test is the clearly right answer without statistical measurement; do not prescribe A/B testing by default; do not treat statistical significance as the only decision criterion or hide ethical and guardrail considerations.
evals/evals.json
JSON
Other
README.md
Markdown
Other
templates/assumption-map.md
Markdown
Other
templates/experiment-brief.md
Markdown
Other
templates/guardrail-and-decision-rule.md
Markdown
Other
templates/readout-learning-entry.md
Markdown
Reference
references/discovery-brief.md
Markdown
Reference
references/experiment-readout.md
Markdown
Reference
references/guardrails-and-ethics.md
Markdown
Reference
references/method-selection.md
Markdown
SKILL.md
SKILL.md
Markdown
Provides a Justin Sun-inspired perspective for analyzing crypto industry trends, business decisions, competitive strategy, regulation, attention economics, and entrepreneurial cho…
Provides a methodology for designing and operating AI governance programs, including risk tiering, lifecycle controls, accountability, compliance mapping, agent reviews, GxP overl…
Helps agents design and run product governance through decision rights, review cadences, evidence standards, operating patterns, exception records, and escalation paths.
Helps evaluate whether AI-enabled workflows should be adopted, scaled, constrained, redesigned, or retired using outcome evidence, countermetrics, full operating costs, uncertaint…
Helps agents compare intended and observed product outcomes, update evidence-backed assumptions, assess feature health, choose lifecycle actions, and plan retirement with migratio…
Helps agents create and review outcome-based product roadmaps and portfolio views using strategic bets, Now/Next/Later sequencing, dependencies, scenarios, confidence, and review …
Helps coordinate multi-project technical programs by defining mandates, aligning dependencies and capacity, governing risks and decisions, tracking benefits, managing adoption, an…
Guides agents through stakeholder mapping, interviews, gap detection, conflict resolution, synthesis, validation, and conversion of discovery findings into structured specificatio…