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Found 1,633 Skills
Use this when you need to execute the AI SDLC (Spec Pack) process in the sdlc-dev repository, select/chain together skills from the demand side (raw/solution/prd/prototype/demo) and implementation side (plan/execute/finishing), and use guardrails to avoid context drift, incorrect directory writes, or skipping critical steps under pressure.
Use this when you need to execute R4 (generate an interactive Demo project based on requirements/prototype.md) in the sdlc-dev product requirement Spec process, and need to avoid skipping spec-context, proceeding when prototype.md is missing or the runnable Demo project root directory is missing, or creating custom pages/directories that lead to untraceability and inability to close the loop.
Use when you need to generate `{FEATURE_DIR}/verification/report-{date}-{version}.md` (test report) during the verification phase of Spec Pack, provide deliverable conclusions that are traceable to test cases and defect references.
Credit risk data cleaning and variable screening pipeline for pre-loan modeling. Use when working with raw credit data that needs quality assessment, missing value analysis, or variable selection before modeling. it covers data loading and formatting, abnormal period filtering, missing rate calculation, high-missing variable removal,low-IV variable filtering, high-PSI variable removal, Null Importance denoising, high-correlation variable removal, and cleaning report generation. Applicable scenarios arecredit risk data cleaning, variable screening, pre-loan modeling preprocessing.
Used when a Spec Pack is completed, reusable assets need to be promoted to the project SSOT (ADR/contract/ops/NFR/registry), and there are risks of "contaminating the project with full package replication / skipping spec-context / mistaking merge-back for git merge".
Use this when you are about to start Discover for an existing project, but you don't know "which portals can be used as evidence (run/test/ci/contract/ops)" and "which modules should be prioritized (P0/P1/P2)", and you are worried that out-of-control scope will lead to unmaintainable results.
Use when you need to generate or update `{FEATURE_DIR}/verification/suites.md` (test suite) during the verification phase of Spec Pack, organize test cases into executable sets and define blocking rules and execution order.
Use when you need to generate/update test plans, test cases, test suites or test reports during the verification phase of Spec Pack, and require strict access control, traceable artifact storage, and no unauthorized routing.
Use when you need to generate "page list → function points → business processes → business rules" with evidence from frontend code, and the project has non-unique routing entries, complex dynamic routes/permissions/backend menus, and the team is prone to making assumptions or missing evidence chains.
Use when you need to generate or update `{FEATURE_DIR}/verification/usecase.md` (test cases) during the verification phase of the Spec Pack, and require AC traceability and a structure that supports automated script generation.
Use when you already have a components map and multiple module pages, and now need to converge business modules (products <= 6), fix the entry points for operation, troubleshooting and rollback (ops), and implement DoD access control and incremental Discover (Delta Discover, stale expiration detection) to ensure the knowledge base is usable and maintainable.
Used when the current Spec Pack needs to be discarded/revoked due to major requirement issues, and the corresponding `.aisdlc/specs/{branch}` directory as well as local and remote branches must be deleted. Meanwhile, you need to output the deletion list and ask the user for double confirmation before performing the deletion.