plan-validation
Validate a plan or pipeline with evidence-based checks, dry runs, and research. Use when the user asks to validate, verify, or QA a plan or process or asks for confidence.
Browse published AI skills maintained by bemgmt. Compare skill descriptions and follow each source repository for setup instructions.
Indexed skills
9Repository stars across indexed skills
0Repository forks
9Average repository stars per indexed skill
0Repository stars may repeat across skills from the same repository.
Validate a plan or pipeline with evidence-based checks, dry runs, and research. Use when the user asks to validate, verify, or QA a plan or process or asks for confidence.
Build step-by-step plans grounded in evidence and research. Use when the user asks for a plan, roadmap, steps, or strategy for code, data, or pipeline work.
Coordinate planning, auditing, and validation workflows. Use when the user mentions plan/planning, audit/auditing, review, or validation for engineering, data, or pipeline work.
Audit and map a codebase to understand structure, dependencies, and risks. Use when the user asks to audit a repo, understand architecture, or assess codebase quality or health.
Enforce honest, evidence-bound answers. Use when the user asks to be honest/truthful, expresses frustration or urgency, or when confidence is low and errors are costly.
Create or update project-specific skills in this repo. Use when asked to make new skills, modularize workflows, or build skill packs for this codebase.
Harden code and pipelines for production. Use when the user asks for production-ready code, hardening, release readiness, performance, monitoring, or reliability.
Audit or critique a plan for feasibility, risks, missing steps, and test coverage. Use when the user asks to review, audit, or critique a plan or process.
Decide and take action when blockers appear. Use when tools are missing, installs are required, or the user expects proactive execution to complete the task.
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.