Calculate a productivity score using actual Agent Monitor metrics — session completion rates, cache efficiency (cache_read vs input)…
Query products by collection or tag and update all variant prices by a percentage or fixed amount, with optional floor/ceiling constraints.
Enforces robust coding patterns and safety best practices for Bash scripts, Dockerfiles, and automation workflows.
Report research-corpus entity profiles (PROF-P/O/G/F) past their refresh cadence.
Use when the user wants to create/generate/scaffold a new Spring Boot project (Maven or Gradle, REST API / Web App / Spring Boot + Angular…
Design and implement formative, summative, and developmental evaluations using logic models and mixed methods
HTML-first development with CSS-only interactivity patterns.
Progressive L1-L6 refactoring hierarchy, 22 code smell taxonomy, atomic transformations, test code smells, and Fowler refactoring catalog
Progressive verification methodology for debugging complex systems.
Progressive Web Apps with service workers, web manifest, offline support, installation prompts.
Use when creating, updating, auditing, or standardizing a repository-level AGENTS.md.
Enable collaboration and invite specified Manus account holders to an existing Manus project or task.
Creates core project docs (requirements, architecture, tech stack, patterns catalog).
Conducts Phase 0 assessments of codebases to evaluate project health, architectural integrity, and potential risks before starting new…
Coordinates project documentation creation with single context gathering and project type detection.
Researches any project idea against live data from GitHub and Dev.to to surface what already exists, how mature the space is, and where…
Use this skill for \"initialize project\", \"set up project\", \"scaffold project\", \"create AGENTS.md\", \"create CLAUDE.md\", \"set up…
Streamlines the initialization of new software repositories by scaffolding directory structures, project-specific agent guidelines, and…
Project lifecycle (task-manager agnostic via the adapter layer) — start a project (orient Operator on milestone chain, update project…
Coordinate secure, specification-driven projects through hierarchical subagent delegation and durable project records.
Builds and maintains a compact, on-demand "project map" so coding agents remember a codebase's structure and spend fewer tokens during…