productivity▌

Annotate Airflow tasks with data lineage using inlets and outlets. \n \n Supports OpenLineage Dataset objects, Airflow Assets, and Airflow Datasets for defining inputs and outputs across databases, data warehouses, and cloud storage \n Use as a fallback when operators lack built-in OpenLineage extractors; follows a four-tier precedence system where custom extractors and OpenLineage methods take priority \n Includes dataset naming helpers for Snowflake, BigQuery, S3, and PostgreSQL to ensure cons

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

Use sag for ElevenLabs TTS with local playback.

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

State management and thread/message access layer for assistant-ui chat applications. \n \n Provides three runtime types: AssistantRuntime for overall state, ThreadRuntime for current conversation, and ThreadListRuntime for managing multiple threads \n Access state via useAuiState selectors and perform operations through useAui() API (append messages, cancel runs, edit/reload messages, query capabilities) \n Emit and listen to lifecycle events: thread.runStart , thread.runEnd , composer.send , an

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\

Debugging tools for Turso database using bytecode comparison, logging, and deterministic simulation. \n \n Bytecode comparison workflow identifies whether behavior differences stem from code generation bugs or VM/storage layer issues by comparing SQLite and Turso EXPLAIN output \n Logging via RUST_LOG environment variable captures detailed traces from turso_core and simulator components during test runs \n ThreadSanitizer stress tests detect threading issues across configurable thread counts and

Help users achieve stakeholder alignment using frameworks from 88 product leaders. \n \n Guides users through understanding stakeholder motivations, structuring pre-alignment conversations, and preparing for objections using the \"Most Obvious Objections\" framework \n Emphasizes presenting multiple options with trade-offs and a clear recommendation, rather than single proposals that invite criticism \n Teaches core principles including distinguishing disagreement from misunderstanding, building

PHPStan configuration, error fixing, and baseline management for WordPress projects. \n \n Handles WordPress-specific typing patterns: REST endpoints with WP_REST_Request , hook callbacks with accurate @param types, database results, and Action Scheduler job arguments \n Manages third-party plugin/theme class resolution via stubs ( php-stubs/woocommerce-stubs , php-stubs/acf-pro-stubs ) and targeted ignore patterns \n Provides deterministic PHPStan discovery, configuration validation, baseline g

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