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Framework for packaging competitive updates into executive-ready narratives and action plans.

Use to craft concise revenue updates for executives and boards.

Transform data into compelling executive narratives using the What/Why/Next framework from Gartner research

Template pack for summarizing BI insights for ELT/board stakeholders.

Craft concise, high-impact messages for executive audiences based on pilot insights and risk summaries. Use when summari...

Build executive presence through intentional personal brand development using Gartner research methodology

Generate a concise stakeholder report from CCAM sessions, analytics, cost, alerts, and workflow intelligence. Use for re...

Create concise executive summaries and TL;DR versions of long documents

Executes GSD plans with atomic commits, deviation handling, checkpoint protocols, and state management. Spawned by execu...

Code generation and file modification agent with delegation capabilities

Designs deliberate practice exercises applying evidence-based learning strategies like retrieval practice, spaced repeti...

Analyzes data files

Perform comprehensive, deep analysis of a system and its subsystems to identify bugs, race conditions, stale documentati...

Analyze existing repositories, maintain structure, setup guardrails and best practices

description: Produce existingsolutionmap.md to ground task generation in the current repo.

Safely terminate the current Claude Code session. Use when user explicitly asks to end session.

Use when elements need to leave the screen - closing modals, dismissing notifications, removing items, page transitions...

Distributed LLM inference across Apple Silicon clusters with exo. Run models across Mac Studios via Thunderbolt RDMA, au...

General workflows and best practices for exoplanet detection and characterization from light curve data. Use when planni...

Diagnose an uncertain bug by designing experiments that distinguish competing causes, especially speculative cache, timi...

---name: exosome-ev-analysis-agent

Break a high-level backlog item into executable sub-items

Working expectations and documentation practices. Use when capturing learnings or understanding how to work with this co...

Designs user interactions, flows, and wireframes from requirements

Selects the most relevant experiences, projects, awards, and credentials from the master context based on JD keywords.

Documentation pattern for translating brand platforms into modular experience systems.

Hypothesis-list–driven iteration loop for Orbit Wars experiments under `backend/pipeline/{imitation|rulebase|reinforce}/...

Analyze completed experiments and craft executive-ready summaries with insights and recommendations.

Prepare an experiment brief outlining hypothesis, design, success metrics, and operational plan.

Given a research goal, use existing skills, training reports, and references to propose a small, concrete experiment pla...

Analyze GRPO training runs for learning dynamics and pipeline performance. Use when diagnosing training issues, reviewin...

Analyze completed growth experiment results, validate hypotheses, generate insights, and suggest follow-up experiments....

Comprehensive guide to A/B testing, multivariate testing, statistical significance, and experiment analysis for data-dri...

A discipline for designing experiments (A/B tests, multivariate, holdouts) so the results actually answer the question y...

Generates a rigorous experiment design given a hypothesis. Use when asked to design experiments, plan experiments, creat...

Toolkit for structuring hypotheses, variants, guardrails, and measurement plans.

Systematically analyze experiment failures and optimization setbacks to identify root causes and define validation plans...

This skill should be used when generating integrated reports from lab notebooks, improving existing reports, or exportin...

Interpret A/B test results in plain language and get a ship/rollback/extend recommendation with a stakeholder summary. U...

Turn experiment reports and notes into summaries and new/updated result skills.

Create a new experiment workspace directory: initialize git, write an AGENTS.md goal doc, and create references/ with in...

Integrate Trackio for experiment tracking in Kaggle competitions. Use PROACTIVELY when user trains models, logs metrics,...

Run thesis experiments from ideation through publication. Use when brainstorming research questions, writing specs, exec...

A/B testing, randomization, sample size calculation, confounding control, and causal inference for data science. Covers...

Experimental design principles for scientific inquiry. Covers variable identification and control, control groups (posit...

Experimental methods for physics including measurement, uncertainty analysis, and experimental design. Covers the scient...

Use when theoretical calculations need experimental validation, protocols must be designed with clear hypotheses and suc...

Do experiment-driven research (hypotheses → minimal repros → evidence) and continuously improve research skills + toolin...