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Last 24h · Top 6Agent craft
可直接借用嘅 agent 做法少而精嘅 bot team，同步寫好 skills
適用時機開新 bot、整理 bot 分工或 onboard 新任務時。
Keep a small, high-quality bot team. Turn repeated owner instructions into maintained skills, connect existing tools, and replace copy-paste…
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Keep a small, high-quality bot team. Turn repeated owner instructions into maintained skills, connect existing tools, and replace copy-paste handoffs with routines. For voice notes, ask the bot to restate the request before acting.
用有預算嘅 routines，少跑 token loops
適用時機設計定時巡查、訂閱觸發或重複工作流程時。
Schedule recurring checks no more often than needed (usually hourly or slower); filter subscription events before triggering. Move repeatable…
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Schedule recurring checks no more often than needed (usually hourly or slower); filter subscription events before triggering. Move repeatable steps into scripts or skills so the bot does not spend tokens redoing routine work.
低 effort 起跑，加 critique／babysit loop
適用時機吞吐量受限，或長任務容易偏離目標時。
Start long runs at a lower effort setting and add a periodic critique loop: check progress against the goal, catch drift, and raise effort only…
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Start long runs at a lower effort setting and add a periodic critique loop: check progress against the goal, catch drift, and raise effort only when stuck. Avoid max-thinking cost on every turn.
先用低風險 lane 校準信任
適用時機擴大核心 bot 權限前，要實測信任邊界時。
Use a low-risk lane outside core production to test agents more freely. Record repeatable successes and failures, then promote only proven…
展開完整 routine
Use a low-risk lane outside core production to test agents more freely. Record repeatable successes and failures, then promote only proven patterns and permissions into work agents.
先用平台 runtime，打磨 skills 同 prompts
適用時機準備自製 harness 或堆 middleware 時。
Prefer the platform harness and clear behavior skills first. Add custom harness layers only after a measured failure shows the default runtime…
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Prefer the platform harness and clear behavior skills first. Add custom harness layers only after a measured failure shows the default runtime cannot do the job.
