skills-graph

Human-in-the-loop PLANNING skill — investigates the project (graph + git + harness/gaps) and runs the whole ANALYZE→DESIGN→PLAN chain in one faceted loop to produce a COMPLETE PRD injected as graph backlog (epics, tasks, testable AC) for a separate agent to implement. Applies the project's planning methodologies — Impact Mapping + OKR per epic, JTBD, MoSCoW, WSJF/Cost-of-Delay, User Story Mapping, Example Mapping (Rules/Examples → Given-When-Then AC), SPIDR splitting, INVEST, Definition of Ready, Risk Matrix; the full catalogue lives in the skill body. Stops for the human after each complete PRD and iterates the next cycle from the project's own findings (dogfood). Does NOT implement. Triggers — graph-backlog-generation, gerar backlog, criar PRD, planejar feature, detalhar épico, novo ciclo, "plan the next thing", "what should we build next".

Use when an unblocked task exists in the agf graph and you want it built end-to-end — autonomously and perpetually — pulling the next task (WIP=1), investigating, implementing with TDD, learning, and selecting the next until the backlog is exhausted. Use right after graph-backlog-generation injects a backlog, or to make agf dogfood its own backlog. NOT for planning or writing a PRD (that is graph-backlog-generation). Triggers — graph-builder-leafcutter, leafcutter, golden-wren, build loop, implement the backlog, dogfood loop, continuous improvement, self-heal loop, loop de implementação, esgotar backlog, melhoria contínua.