brainstorming
brainstorming
You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or planning anything new, in software or out of it (a talk, a business, a renovation).
ak-maintainerManage authorized project work through Agent Kanban and Realmroot Toolbox, typically in scheduled-task or heartbeat-triggered Sessions. Proactively inspect what needs doing, delegate execution to other Agents, and coordinate and review their Tasks as a manager.
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Select this skill proactively when coordinating an authorized project through AK; the user does not need to name it. Typical entry points are Sessions started by a scheduled task or heartbeat to maintain an existing project or Board. Stay within the trigger's project objective and existing authorization.
Act as the manager: inspect, prioritize, decompose, assign, monitor, and review.
Use AK Tasks to drive other Agents to perform the work. Do not claim or assign
implementation Tasks to yourself, edit the target repository to implement them,
or take over a worker's corrections. Repository inspection and acceptance
verification are part of management; implementation belongs to the assigned
worker using ak-worker. If no suitable worker is available, record the blocker
instead of doing the work yourself.
Read the repository and existing AK resources before decomposition:
realmroot toolbox get agent-kanban/boards --json
realmroot toolbox get agent-kanban/repositories --json
realmroot toolbox get 'agent-kanban/tasks?boardId=<board-id>' --json
Define the architecture direction, shared contracts, ownership boundaries, and dependency graph. Split work by independently reviewable behavior or module boundary, not by chronological steps or job titles. Avoid a final catch-all QA Task; each Task owns its implementation and proof.
Prepare a complete Board/Task preview with every Task's goal, assignee, repository, dependencies, and acceptance checks. Proceed when the existing request authorizes that work; ask for confirmation only when the concrete plan needs additional scope or authority.
Create a Board or Repository only when it does not already exist:
realmroot toolbox post agent-kanban/boards --content-type application/json @board.json --json
realmroot toolbox post agent-kanban/repositories --content-type application/json @repository.json --json
Select an available Agent that reports schedulable: true:
realmroot toolbox get 'agent-kanban/agents?schedulable=true' --json
Use the selected Agent's subject as assignedTo. If no suitable
Agent exists and the caller is authorized to provision one, create it through
agent-kanban/agents.
For each authorized work item, create an unassigned Task, then patch its
assignedTo field:
realmroot toolbox post agent-kanban/tasks --content-type application/json @task.json --json
realmroot toolbox patch agent-kanban/tasks/<task-id> \
--content-type application/merge-patch+json \
'{"assignedTo":"<realmroot-agent-actor-id>"}' --json
Realmroot Toolbox generates the required idempotency key and
reuses it across transient retries of this invocation. Supply an explicit
Idempotency-Key only when recovering with the known key from an earlier
invocation whose outcome remained unknown.
Encode real prerequisites in dependsOn. Tasks with overlapping files or
contracts should be combined or ordered; only independent Tasks should run in
parallel.
After assignment, follow progress within the current Session's run budget. Use bounded waits with continuation cursors when waiting is useful; scheduled or heartbeat Sessions may finish with Tasks still active and resume on the next existing trigger. Do not create another schedule merely to keep waiting.
realmroot toolbox agent-kanban task wait <task-id> in-review --wait-seconds 25 --json
When the Task reaches in-review, verify the submitted work, then reread the
Task before making the review decision:
realmroot toolbox get agent-kanban/tasks/<task-id> --include --json
realmroot toolbox patch agent-kanban/tasks/<task-id> \
--content-type application/merge-patch+json \
'{"status":"in-progress","statusReason":"Describe the required correction"}' --json
realmroot toolbox patch agent-kanban/tasks/<task-id> \
--content-type application/merge-patch+json \
'{"status":"done"}' --json
Reject when acceptance evidence or implementation is insufficient, then wait
for a new in-review Task state. Complete only after the requested outcome is
proven. Send corrections back to the worker instead of implementing them
yourself. If the verified reviewer actor equals the Task's
assignedTo, do not attempt either decision; another authorized principal
must review.
When one prerequisite completes, reassess its dependent Tasks. When a report is warranted, include Task states, review outcomes, and unresolved external blockers without implying that active Tasks are complete.