2389 Research

This skill identifies the artifact, elicits two to three quality criteria, and outputs a setup brief to guide refinements.

This skill refines the candidate artifact by applying ASI-driven improvements to the previous round, preserving structure while enhancing clarity and quality.

This skill records iteration results, tracks the best candidate, and forwards ASI for the next round to improve performance.

This skill guides you through preparing a codebase for open-source release, auditing, documentation, hardening, and final review.

This skill audits a repository for openness, scanning secrets, docs, licenses, and metadata to prepare a public release.

This skill generates coordinated GTM materials for launches, including subscriber emails, CEO blog posts, and tweet threads, saving you time and ensuring

This skill triages PR review comments, fixes critical issues aligned with PR goals, and creates issues for nitpicks to streamline code reviews.

This skill guides you through collective discernment when you have a stake, inviting your participation to find clarity together.

This skill accelerates code generation with hosted LLMs, delivering multi-file implementations and surgical fixes to speed-run pipelines.

This skill helps you navigate weighty questions by convening internal perspectives before answering, surfacing tensions and guiding discernment rather than

This skill monitors CI status, diagnoses failures, and applies fixes to prevent recurrence, ensuring PRs stay on track.

This skill performs deep static analysis of binaries using r2 and ghidra to map functions, decompile code, and reveal data flow.

This skill compiles binary analysis findings into structured reports, validating hypotheses and producing documented evidence for handoff and archival.

This skill facilitates chef's-choice exploration by generating and evaluating multiple architectural variants in parallel to identify the best approach.

This skill guides creating new CSS components with semantic naming, Tailwind @apply composition, dark mode, and test coverage.

This skill helps you install and configure reverse engineering tools across platforms, ensuring ready-to-use environments for cross-architecture analysis.

This skill helps you move from design to implementation by orchestrating parallel cookoff plans or single-subagent execution.

This skill enables safe dynamic analysis of binaries by guiding QEMU/GDB/Frida workflows with human approval and sandbox safeguards.