productivity▌

Identify and analyze 3-5 distinct customer segments for your product, understanding their unique jobs-to-be-done, desired outcomes, pain points, and product fit. Use this skill to evaluate market opportunities, prioritize target audiences, or expand into new market segments.

Structured market sizing framework for TAM, SAM, and SOM with adaptive questions and citation-backed estimates. \n \n Guides product managers through four adaptive questions covering problem space, geography, industry segments, and target customers to build defensible market size estimates \n Generates citation-backed TAM/SAM/SOM analysis with population estimates, industry data sources, and year-by-year projections grounded in Census Bureau, IBISWorld, Statista, and similar sources \n Includes

Trace downstream data lineage to assess change impact before modifying tables or DAGs. \n \n Identifies direct consumers of a target table or DAG through source code search, view dependencies, and BI tool connections \n Builds a full dependency tree mapping all downstream impacts, from tables to dashboards to ML models \n Categorizes dependencies by criticality (critical, high, medium, low) to prioritize stakeholder communication and testing \n Generates an impact report with risk assessment, af

Use sag for ElevenLabs TTS with local playback.

Centralized secrets, configuration, and dynamic credentials management for Pulumi infrastructure and applications. \n \n Supports environment composition through imports and layering, with reserved keys for environmentVariables , pulumiConfig , and files \n Generates short-term credentials via OIDC for AWS, Azure, and GCP; integrates with AWS Secrets Manager, Azure Key Vault, HashiCorp Vault, and 1Password \n Core CLI commands include pulumi env init , pulumi env edit , pulumi env open (reveals

Navigate career transitions using frameworks from 76 product leaders who successfully pivoted roles and industries. \n \n Covers four transition types: new role, new function, new stage, or entirely new path; includes readiness assessment and low-risk experimentation methods \n Core principles emphasize progress over pay, relationship-building over linear promotion, and treating your career like a product with testable hypotheses \n Provides diagnostic questions to uncover motivations (\"pushes\

Prefer the authenticated gh CLI over raw HTTP fetches for GitHub content. In particular:

Diagnostic onboarding protocol for VP and CPO transitions, structured as three phases of learning before action. \n \n Phases 1-2 (Months 1-2) focus on building an evidence base through interviews, pattern-matching, and reality-checking with your manager before making decisions \n Phase 3 (Month 3) begins acting on evidence: sharing your organizational assessment, establishing strategic direction, and addressing people situations with clear rationale \n Emphasizes the consultant mindset—observe

Publication-quality scientific diagrams generated with AI and smart iterative refinement. \n \n Supports neural network architectures, system diagrams, flowcharts, biological pathways, circuit diagrams, and complex scientific visualizations through natural language descriptions \n Uses Nano Banana Pro for generation and Gemini 3 Pro for quality review, with smart iteration that stops early if quality meets the threshold for your document type (journal: 8.5/10, poster: 7.0/10, presentation: 6.5/1

Sanitize code for secrets and artifacts, then create and publish GitHub releases with version tags. \n \n Two-phase workflow: Phase 1 runs blocking checks (secrets scan with gitleaks, LICENSE/README validation, personal artifact removal) and stops on failures; Phase 2 creates version tags and publishes via gh CLI \n Requires gh CLI authenticated, gitleaks installed, and a Git repository with a remote configured \n Includes non-blocking checks for build success and dependency vulnerabilities, plu