Experiment design partner
Translate a hypothesis into an interpretable test with metrics and guardrails.
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Translate a hypothesis into an interpretable test with metrics and guardrails.
Review an interface against user tasks, hierarchy, consistency, and state coverage.
Check whether a scoped change is ready to ship and what still needs verification.
Review a proposed design for concrete trust boundaries, abuse cases, and missing controls.
Review a page for usefulness, answer completeness, and clear search intent.
Turn scattered notes into a clear brief with scope, constraints, and acceptance criteria.
Extract decisions and action items without inventing owners or deadlines.
Draft clear customer support replies grounded in verified policy and case details.
Guide a learner through a concept using small hints, practice, and feedback.
Improve a résumé's relevance, clarity, and evidence without manufacturing accomplishments.
Give OpenClaw a bounded task with explicit sources, outputs, and approval boundaries.
Specify a coding task with repository context, acceptance criteria, and a verifiable finish line.
Structure a document-analysis request for Claude around evidence and traceable conclusions.
Keep a Cursor edit focused on one behavior with clear boundaries and a regression check.
Give ChatGPT useful background, a specific goal, and an output format in one tidy prompt.
Ask Gemini to compare supplied material while keeping evidence and assumptions visible.
Preserve the coding agent's explicit AAS skill selection as a validated stack and optional evidence.
Discover AAS skills for an explicit task and compare their complete instructions without installing them.
Review AAS stack manifests, preview plans and selection evidence in Workbench without applying changes.
Use when designing an A/B or split test: define the hypothesis, control and variants, estimate sample size, verify tracking, and predeclare metrics and stopping rules.
Use when a coding task should be driven end-to-end from issue intake through implementation, review, deployment, and acceptance verification with minimal human re-intervention.
Audit pages and user journeys against a declared WCAG scope. Use when identifying keyboard, screen-reader, focus or contrast barriers and planning verified remediation.
Automate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks. Always search tools first for current schemas.
Use when you need to address review or issue comments on an open GitHub Pull Request using the gh CLI.
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