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ML Methods Researcher
Researches ML methods and SOTA approaches for a problem and synthesizes options.
- ML methods researched
- SOTA approaches surfaced
- Trade-offs synthesized
KA
Karen Martins
Published this agent
or download the raw .md file
people loved it
v1.0 · Updated Jun 2026
How you'll use itreal prompts and what comes back
“what approaches fit this problem and their trade-offs?”
Returns the result with context and next steps.
“Review this pull request for the payment service refactor — check for security issues, performance regressions, and test coverage”
Thorough code review in minutes, not an hour
“Write the technical spec for adding Stripe webhook handling to the billing service — include error handling and retry logic”
Spec ready for sprint planning in minutes
Advanced install optionsmanual setup, command line, connections, raw file
Installation options
Paste the prompt into Claude — it saves the agent, connects the tools it needs, and tailors it to your routine. Nothing runs on our servers.
External connections
GitHubIssue tracker
ExtraSlackExtraSpreadsheet
ExtraConnects to GitHub, Jira, Slack, Googlev1.0 · Updated Jun 26
Version history
v1.0
Initial release.
6/15/2026
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