Adaptive plan/build/review cycles for AI coding assistants, persisted across sessions.
Adaptive plan/build/review cycles for AI coding assistants, persisted across sessions.
AI coding tools are great at writing code and terrible at remembering why. Every new session starts from zero: you re-explain the project, the decisions, the plan. PAPI is the layer that fixes that. It gives your AI assistant structured project memory (plans, builds, reviews, decisions) that persists across sessions, tools, and teammates.
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| Tool | What it does |
|---|---|
| orient | one call returns the current cycle, what's in flight, and the recommended next action. Run it at the start of every session. |
| plan | break goals into a cycle of right-sized tasks, each with a build handoff your assistant can execute directly. |
| build_list | list the current cycle's tasks and their handoffs. |
| build_execute | start a task (creates a branch and handoff) and complete it (records the build report). |
| release | merge completed work and roll the cycle forward. |
| board_view | read the project board and any task. |
| board_edit | change a task's status, cycle, priority, or notes. |
| ad_hoc | record quick work done outside the cycle so it shows in project history. |
| idea | capture a feature, bug, or research note into the backlog. |
| bug | file a bug against the board. |
| strategy_review | step back every few cycles to check direction, not just velocity. |
| strategy_change | record an Active Decision, with supersede history. |
| zoom_out | a periodic retrospective across many cycles. |
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