Help identify and evaluate communities to build a minimalist business around.
Resolve data lake and lakehouse asset references across Glue Data Catalog, S3, S3 Tables, and Redshift.
Locate development tasks and TODO comments across the codebase
Find files on Windows from a topic or description using the Everything index, then inspect the strongest candidates to confirm intent.
Research-backed evolution advice for your knowledge system.
Find and verify specific information in a connected Stratagraph project.
Journal recommendation engine for medical manuscripts. 2-pass matching against a curated public profile library plus any user-local…
Use when user wants to find, look up, or resolve a Telegram user by username, phone number, or ID, or get someone's Telegram profile info.
MANDATORY for static source-to-test pairing: find or list source files/modules without corresponding tests, or suggest test locations from…
Polyglot, parse-only static analysis that pairs source files with referencing tests across Python, TypeScript/JavaScript, Go, Java, Rust…
Auto-invoke (1) to convert git commit hashes to WebKit identifiers (NNNNNN@main) and (2) to convert identifiers to commit hashes using…
Finds the most informative session recording linked to an error tracking issue.
Use when fine-tuning LLMs, training custom models, or adapting foundation models for specific tasks.
Complete and merge feature branch
Complete and merge release branch
Streamlines the final stages of a development task by validating tests and automating branch integration or Pull Request creation.
Detect and remove AI-generated markers from Finnish text, making it sound like a native Finnish speaker wrote it.
Audit cloud spend — identify waste, rightsizing opportunities, and reservation gaps.
Survey existing cloud cost controls — tagging coverage, alerting, and FinOps maturity.
Expert FinOps (Cloud Financial Operations) guidance for cloud cost optimization, financial management, and business value maximization.
Hand the request the user just made to a background subagent with the task tool and return immediately instead of doing the work inline.