Deprecated Cluster Pipeline | Agent Skills Atlas

About this skill

DEPRECATED. Old Python multi-pass cluster pipeline that generated a functional graph from the code graph via intent extraction → DBSCAN clustering → outcome assignment → scenario generation. The DBSCAN clustering step produces duplicate scenarios under realistic repo layouts, which is why this skill was retired. Do NOT run unless you are explicitly resuming an in-progress historical run or are consciously reproducing the legacy behaviour for comparison. Replacements: /breeze:generate-functional-from-ui (frontend repos), /breeze:generate-functional-from-backend (backend repos). Should almost never auto-trigger on natural-language requests.

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0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: adf0ab54266847f57630533b31341a401736d5b4c223d3830286d3ca2e3fa1fb

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Original listing metadata

Original name

deprecated-cluster-pipeline

Original description

About this listing

Category: Engineering
Reported license: Not specified
Listing language (estimated): English
Review status: Not individually reviewed
Agent compatibility: Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.