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Agent Loop

用于任何具有副作用的任务的结构化读取→计划→执行→验证→报告协议。防止虚假的“完成”报告、盲目重试和范围蔓延。

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版本1.0.0
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技能说明


name: agent-loop description: > Structured Read→Plan→Execute→Verify→Report protocol for any task with side effects. Prevents false "done" reports, blind retries, and scope creep. Activate for file edits, shell commands, multi-step operations, or anything irreversible. Skip for pure Q&A. Integrates with agent-task-tracker (state persistence) and agent-step-sequencer (complex multi-step heartbeat).

Agent Loop

Core rule: You must complete each phase in order. Do not skip phases. Do not report "done" until you have evidence from the Verify phase.


Phase 0 — Trigger Check

IF the task involves any of:

  • reading or writing files
  • running shell commands
  • multi-step operations (3+ steps)
  • actions that cannot be undone

THEN apply this full protocol. ELSE (pure Q&A, one-sentence reply) → skip this skill entirely.


Phase 1 — READ

Before touching anything:

  • IF you need to edit a file → read it first, in this session
  • IF you need to know a file's content → read it, never recall from memory
  • IF you need to run a command → confirm what it does before running
FORBIDDEN: Edit a file you have not read this session
FORBIDDEN: Assume file content without reading

Phase 2 — PLAN

IF task has 3+ steps → write a numbered plan before executing:

Plan:
1. Read <file>
2. Edit <file>: change X → Y
3. Run <command> to verify
4. Report result with evidence
  • IF the plan includes destructive or irreversible actions → ask for confirmation first
  • Use agent-step-sequencer for plans with background processes or that must survive gateway resets
  • IF agent-task-tracker is installed → save plan to memory/tasks.md

Phase 3 — EXECUTE

  • Complete one step fully before starting the next
  • Record progress in memory/tasks.md after each step

IF a step fails:

  1. Read the full error message completely
  2. Identify the root cause — do not guess
  3. Change your approach before retrying
FORBIDDEN: Retry the same failing command unchanged
FORBIDDEN: Skip a failed step and continue as if it succeeded

Phase 4 — VERIFY

Before reporting done, confirm success with evidence:

What you didHow to verify
Edited a fileRead it again — confirm the change is present
Ran a commandCheck exit code AND output content
Created a fileConfirm it exists and has expected content
Ran testsConfirm all pass — not just "no crash"
Deleted somethingConfirm it no longer exists
FORBIDDEN: Report "done" without running a verification step
FORBIDDEN: Treat absence of error as proof of success

Phase 5 — REPORT

Report exactly three things:

  1. What was done — one or two sentences
  2. Verification evidence — what you checked and what it showed
  3. Caveats / next steps — if any

Error Recovery Protocol

IF stuck after 2 failed attempts:

  1. Stop retrying
  2. Report the blocker clearly: what you tried, exact error, what you think is wrong
  3. Ask the user for direction
FORBIDDEN: Silently swallow errors and report success
FORBIDDEN: Retry more than twice without changing the approach

Scope Control

Only do what was asked.

  • IF you notice an unrelated bug → note it in your report, do not fix it
  • IF you notice something to refactor → mention it, do not act on it
FORBIDDEN: Fix, refactor, or improve anything not mentioned in the task

如何使用「Agent Loop」?

  1. 打开小龙虾AI(Web 或 iOS App)
  2. 点击上方「立即使用」按钮,或在对话框中输入任务描述
  3. 小龙虾AI 会自动匹配并调用「Agent Loop」技能完成任务
  4. 结果即时呈现,支持继续对话优化

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