light-implement

Act as the Light workflow advisor, navigator, and router.

Use when the approved plan no longer holds - work finds a requirement missing or wrong, a review fails on direction rather than code, the user brings a new…

Show where a plan stands as one readable offline HTML page - what the project is, how far it got, what waits on the user, what changed since approval, and…

Pick up and execute one task from a Light-Kanban board, then return it for human confirmation.

Explain a topic, piece of code, concept or error so a named audience can follow it: a child, a grade level, a non-specialist adult, or someone in a given role…

Design and initialize a maintainable knowledge base through a knowledge-base-specific interview.

Language-learning tutor for any target language.

Map the current Agent Host's evidenced capabilities and confirmed profile to a right-sized execution topology, model tier, and effort.

Generate or update a mobile travel page from supplied itinerary and booking materials, with shared expenses, tasks and ticket status deployed through GitHub…

Turn conversations, transcripts, project notes, folder workflows, documentation, or other sources into reusable agent skills and Skill Creator compatible…

show one concise line about the current session without replacing or compacting conversation history.

Diagnosis loop for hard bugs and performance regressions.