yogsoth-ai Strategy: Experiment Running
Key Question: How to execute?
Methodology
实现的执行直接交给 superpowers 现成链路，不再自写 fresh-subagent / 三段 review。 plan（上游 plan-writing 产出）就绪后，本策略是一串决策节点：
Skillload superpowers:using-git-worktrees —— 建隔离工作区 + 跑 baseline 测试。Skillload ponytail:ponytail —— 进入写代码前开启精简反射（边写边 lean）。- 二选一执行引擎：
- superpowers:executing-plans（本 session 批量执行，带 checkpoint），或
- superpowers:subagent-driven-development（每任务 fresh 子代理 + 两段 review）。 多数实验实现用前者；任务高度独立、需强隔离时用后者（详见 subagent-execution-loop）。
Skillload superpowers:verification-before-completion —— claim 完成前先跑证明命令。Skillload ponytail:ponytail-debt —— 收尾前收集ponytail:欠债标记。Skillload superpowers:finishing-a-development-branch —— 验证测试 → merge/PR/branch。
DARE 原生的 checkpoint-and-recover（高风险操作前存档）与 subagent-execution-loop （执行循环细节）作为 tactic 仍在编排内保留。
Execution Flow
[plan from plan-writing]
→ superpowers:using-git-worktrees (隔离区 + baseline)
→ ponytail:ponytail (精简反射开启)
→ superpowers:executing-plans 或 superpowers:subagent-driven-development
→ superpowers:verification-before-completion (claim 前验证)
→ ponytail:ponytail-debt (收欠债)
→ superpowers:finishing-a-development-branch (收尾)
Budget Gate
| Step | Max Budget | Output |
|---|---|---|
| Per-task execution | 50% of execution budget / N tasks | Task result |
| Monitoring overhead | 5% of execution budget | Status log |
| Retry budget | 10% of execution budget | Unblocked tasks |
Key Decisions
- 执行引擎二选一：批量 → executing-plans；强隔离/逐任务审查 → subagent-driven-development
- model 选择 / retry / 并行：交给所选 superpowers 引擎，不在本策略重定义
- Abort：>50% 关键路径 BLOCKED 时中止并报告（DARE 排程层判据）
Available Tactics
Optional, no fixed order; the final leaf is always a sop.
| Tactic | When to use |
|---|---|
| checkpoint-and-recover | Checkpoint state before risky operations, detect anomalies, and recover gracefully |
| subagent-execution-loop | Orchestrate task execution via fresh subagents with dispatch, monitoring, and result collection |
Available SOPs
Optional, no fixed order; the final leaf is always a sop.
| SOP | When to use |
|---|---|
| execution-monitoring | Monitor execution progress, detect anomalies, and report status |
| implementer-dispatch | Dispatch execution subagent — select model by complexity, construct prompt with full task context |
| ponytail:ponytail | Lazy-senior reflex: simplest thing that holds; mark every deliberate shortcut |
| ponytail:ponytail-debt | Harvest ponytail debt markers before finishing |
| result-collection | Collect experiment outputs — metrics, logs, artifacts — into structured result set |
| superpowers:executing-plans | Execute the plan task-by-task in the current session with checkpoints |
| superpowers:finishing-a-development-branch | Verify tests -> merge / PR / branch cleanup |
| superpowers:subagent-driven-development | Execute the plan via a fresh subagent per task with two-stage review |
| superpowers:using-git-worktrees | Create an isolated worktree + run baseline tests before implementing |
| superpowers:verification-before-completion | Run the proving command and confirm output before claiming done |