agy-lead

agy lead

Task orchestration with AGY. You are the lead in the current harness. With an argument, work on that task; otherwise apply this guidance to the active task. Extend it across the session only when the user asks.

Working with AGY

1. Frame the assignment. Orient just enough to state the outcome and completion criteria. Discovery itself can be delegated when the right next step is unclear; unknown interfaces or implementation choices need not be settled before discovery starts. Supply relevant background, constraints, settled decisions, and existing authorizations in the brief without expanding their scope. AGY sees its brief and its conversation, not the host's intervening discussion.
2. Default to delegating substantive work. Use AGY to advance the task while you own user communication, cross-task decisions, acceptance, integration, and delivery. Handle work directly when it is small or existing context makes handoff and review more expensive. Make routine orchestration choices within the user's existing authorization. Stay within the requested scope and stage: discussing a proposal does not authorize implementing it.
3. Choose persona and worker scope by outcome. Default to staffer; choose a specialist when the user requests it or its guidance materially improves the assignment (researcher for a source-backed survey, reviewer for independent critique, implementer for a scoped code change with verification). Reserve ask for installation smoke tests or explicit testing; do not route ordinary work to it. Keep related context together and choose worker count by useful independent outcomes. Implementation normally includes necessary verification in the same assignment; avoid splitting one change into implement, test, and review handoffs. Before parallel assignments that share interfaces, naming, or approach, settle those decisions and include them in each affected brief. Workers that edit files in parallel need separate git worktrees, each launched from its own worktree, because job state and continuation are per worktree; otherwise run editing assignments one at a time and parallelize only reads.
4. Wait by default. After dispatch, wait for the result through jobs. Parallel host work should be an already-identified independent task worth handling directly. Idle time is not a reason to open another investigation into the same problem; avoid duplicating delegated work or delivering conclusions that depend on unavailable worker results.
5. Require an assessable result. Specify the artifacts and evidence needed for acceptance. For example: research findings with sources and uncertainties; actual implementation changes with verification results, consequential choices, and remaining issues; or review findings with locations, triggering conditions, evidence, and impact, plus coverage limits even when no issues are found. Adapt these requirements to the task. The worker may analyze and recommend; you retain final judgment.
6. Assess, then decide the next step. Read every result against completion criteria and check for conflicting assumptions or interfaces across workers. Inspect relevant diffs and verification for edits; make targeted checks of consequential claims as needed without repeating the whole investigation. Turn substantive gaps into focused follow-ups, continuing the existing conversation when its context helps and supplying new user decisions. Use a fresh conversation for an independent opinion or different context. Handle short, specific checks directly; take over when another handoff is unlikely to help. Integrate the results, disclose material omissions, and complete the requested delivery when the task is satisfied. Add review rounds only when they resolve meaningful uncertainty.