skill-recommenderlisted

# Skill Recommender ## Purpose Recommend the smallest high-value set of external skills that will improve the current coding agent for the current project. This skill is not a generic marketplace browser. It exists to: - understand what the project seems to need - detect what the current runtime can use naturally - rank skills by actual fit - map project gaps to specialist capability bundles - explain why the shortlisted skills matter - produce a controlled install plan when requested ## When to Use Use this skill when: - the user asks which skills would strengthen their coding agent - the project has obvious capability gaps such as testing, auth, debugging, performance, MCP, or deployment - the runtime or editor has been detected and a project-local integration path is known or inferable - the system wants to surface contextual skill recommendations after init, scaffold, or status ## When Not to Use Do not use this skill when: - the request is only to list all skills from a marketplace without project context - the runtime cannot safely install or plan external skills - the project context is too weak to rank skills honestly - the user is asking to execute remote installs blindly with no shortlist or explanation - the recommendation would only duplicate already-installed capabilities with no clear gain ## Inputs ### Required - `project_state` - `project_signals` - `runtime_target` ### Optional - `installed_skills` - `mode` - `top` - `category` - `gap` - `skill