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detect-zero-iteration-failure

Identify agent failures that happen before any work starts by checking iteration counts, tool use, artifacts, and logs. Classify these incidents as pre-execution failures and guide investigation toward environment setup, initialization, and resource limits.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

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Identify and classify agent failures occurring before execution starts

HKUDS/OpenSpace
설치 방법 보기

이럴 때 유용합니다

  • Investigating agent sessions with zero completed iterations
  • Classifying failures before the first tool call
  • Routing incidents to infrastructure or platform teams
  • Planning retries after session initialization failures

포함된 파일(2)

  • SKILL.md1.9 KB
  • .skill_id43 B

SKILL.md(원문)

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Detect Zero-Iteration Failure

This skill provides a workflow for identifying and classifying agent failures that occur prior to any task execution.

Identification Criteria

Flag a task execution as a Zero-Iteration Failure if all of the following conditions are met:

  1. Iteration Count: The agent reports 0 completed iterations.
  2. Tool Usage: No tools were invoked during the session.
  3. Artifacts: No documents, files, or code artifacts were created.
  4. Conversation Log: The log ends abruptly or contains only an initial error message without agent reasoning steps.

Diagnosis Strategy

When a Zero-Iteration Failure is detected, do not attempt standard agent-level debugging (e.g., analyzing reasoning chains or tool parameters). Instead, investigate system-level causes:

  1. Environment Health: Check if the runtime environment initialized correctly (e.g., dependencies installed, API keys loaded).
  2. Prompt Parsing: Verify if the initial user instruction was malformed or triggered safety filters immediately.
  3. Initialization Crash: Look for stack traces or panic logs occurring before the first agent step.
  4. Resource Limits: Check if memory or quota limits were hit before execution began.

Action Plan

  1. Tag the Failure: Label the incident as failure_mode: pre_execution rather than failure_mode: agent_logic.
  2. Escalate: Route to infrastructure or platform engineering rather than prompt engineering.
  3. Retry Strategy: If automating retries, reset the environment context before retrying, as the previous context may be poisoned.

Example Indicators

Status: Failed
Iterations: 0
Tools Called: []
Error: "Session initialization failed: Missing environment variable"

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