[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"skill:01M6KG8CMQQ1PYMNTSRZ9VS1MD":3,"skill-same:01M6KG8CMQQ1PYMNTSRZ9VS1MD":62},{"skillNo":4,"name":5,"nameZh":6,"description":7,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":12,"repositoryNo":13,"starsCount":14,"licenseSpdxId":15,"licenseFileUrl":6,"sourceHtmlUrl":16,"categories":17,"keywords":18,"publishedAt":29,"linkOnly":30,"markdownContent":31,"markdownBody":32,"frontMatter":33,"refName":34,"commitSha":35,"skillDirectory":36,"forksCount":14,"repositoryHtmlUrl":37,"repositoryHomepageUrl":6,"ownerHtmlUrl":38,"ownerBlogUrl":39,"ownerDescription":40,"updatedAt":41,"install":42,"resources":55},"01M6KG8CMQQ1PYMNTSRZ9VS1MD","zero-iteration-failure-analysis",null,"Identify and handle agent failures with 0 iterations as pre-execution system issues","xyliu-cs\u002FOpenSpace-GDPval","xyliu-cs","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F89236536?v=4","01M6KF8Z1V4TXS86CKSH48BY8T","xy","01M6KF8Z67443W0SHXM85JEF0B",0,"MIT","https:\u002F\u002Fgithub.com\u002Fxyliu-cs\u002FOpenSpace-GDPval\u002Fblob\u002Fmain\u002Fgdpval_bench\u002Fskills\u002Fzero-iteration-failure-analysis\u002FSKILL.md",[],[19,20,21,22,23,24,25,26,27,28],"ZeRO","analysis","iteration","failure analysis","zero iteration failure analysis","issues","execution","system","as","with","2026-11-10 10:12:30",false,"---\nname: zero-iteration-failure-analysis\ndescription: Identify and handle agent failures with 0 iterations as pre-execution system issues\n---\n\n# Zero-Iteration Failure Analysis\n\nThis skill provides a workflow for detecting and responding to agent failures that occur before any iterations are executed. These failures indicate system-level problems rather than task execution issues.\n\n## When to Apply\n\nUse this skill when analyzing agent execution results and you observe:\n- **0 iterations** reported in the execution summary\n- **No tool invocations** in the conversation log\n- **No artifacts created** (no files, outputs, or intermediate results)\n- **Error message** present but no agent reasoning visible\n\n## Identification Checklist\n\nA zero-iteration failure is confirmed when **ALL** of the following are true:\n\n```\n[ ] Iteration count = 0\n[ ] Tool usage count = 0  \n[ ] No conversation log beyond initial instruction\n[ ] Error\u002Fself-report indicates failure before execution began\n```\n\n## Failure Mode Classification\n\n| Indicator | Failure Type | Investigation Level |\n|-----------|--------------|---------------------|\n| 0 iterations, 0 tools | Pre-execution | System-level |\n| 1+ iterations, error mid-task | Execution | Agent-level |\n| 1+ iterations, wrong output | Reasoning | Agent-level |\n\n## Investigation Steps\n\n### Step 1: Confirm Zero-Iteration Status\n\n```python\ndef is_zero_iteration_failure(execution_result):\n    \"\"\"Check if failure occurred before any agent iterations.\"\"\"\n    return (\n        execution_result.get('iterations', 0) == 0 and\n        execution_result.get('tool_calls', []) == [] and\n        execution_result.get('artifacts', []) == []\n    )\n```\n\n### Step 2: Extract Error Context\n\nExamine any error message or self-report for clues:\n- **Initialization errors**: Environment setup, dependency missing, config invalid\n- **Prompt parsing errors**: Malformed instruction, missing required fields\n- **Resource errors**: Memory limits, timeout before start, permission denied\n\n### Step 3: Route to Appropriate Investigation\n\n```\nIF zero-iteration failure detected:\n    → Escalate to SYSTEM investigation\n    → Do NOT attempt agent-level debugging\n    → Check: environment, dependencies, prompt format, resource limits\nELSE:\n    → Proceed with standard agent failure analysis\n```\n\n### Step 4: Document the Failure Mode\n\nRecord the failure with appropriate categorization:\n\n```yaml\nfailure_analysis:\n  type: zero-iteration\n  severity: high\n  investigation_level: system\n  agent_debugging_appropriate: false\n  recommended_actions:\n    - Check execution environment health\n    - Verify prompt\u002Finput formatting\n    - Review system logs for initialization errors\n    - Validate resource availability\n```\n\n## Common Causes and Resolutions\n\n| Cause | Symptoms | Resolution |\n|-------|----------|------------|\n| Environment crash | Immediate error, no context | Restart environment, check dependencies |\n| Prompt parse failure | Error mentions instruction format | Validate input schema, fix formatting |\n| Resource exhaustion | Timeout or memory error before start | Increase limits, optimize initialization |\n| Permission denied | Access error on startup | Check file\u002Fsystem permissions |\n\n## Escalation Criteria\n\nImmediately flag for system-level review when:\n- Zero-iteration failures occur repeatedly (>2 in same session)\n- Error messages indicate infrastructure issues\n- Multiple agents fail with same zero-iteration pattern\n\n## Example Analysis\n\n```\nEXECUTION SUMMARY:\n- Iterations: 0\n- Tools Used: None\n- Artifacts: None\n- Status: Failed\n- Error: \"Agent initialization failed: missing required config\"\n\nANALYSIS:\n✓ Zero-iteration failure detected\n✓ Pre-execution failure mode confirmed\n→ Action: Escalate to system investigation\n→ Do NOT debug agent reasoning (no reasoning occurred)\n→ Check: config loading, environment variables, initialization sequence\n```\n\n## Anti-Patterns to Avoid\n\n❌ **Don't** attempt to debug agent reasoning when 0 iterations occurred\n❌ **Don't** assume the task instructions were unclear (agent never saw them)\n❌ **Don't** retry with modified prompts before checking system health\n❌ **Don't** categorize as \"agent performance issue\"\n\n## Integration with Failure Tracking\n\nWhen logging failures, Tag zero-iteration failures distinctly:\n\n```json\n{\n  \"failure_id\": \"xyz123\",\n  \"failure_mode\": \"pre_execution\",\n  \"iteration_count\": 0,\n  \"requires_system_review\": true,\n  \"agent_actionable\": false\n}\n```","# Zero-Iteration Failure Analysis\n\nThis skill provides a workflow for detecting and responding to agent failures that occur before any iterations are executed. These failures indicate system-level problems rather than task execution issues.\n\n## When to Apply\n\nUse this skill when analyzing agent execution results and you observe:\n- **0 iterations** reported in the execution summary\n- **No tool invocations** in the conversation log\n- **No artifacts created** (no files, outputs, or intermediate results)\n- **Error message** present but no agent reasoning visible\n\n## Identification Checklist\n\nA zero-iteration failure is confirmed when **ALL** of the following are true:\n\n```\n[ ] Iteration count = 0\n[ ] Tool usage count = 0  \n[ ] No conversation log beyond initial instruction\n[ ] Error\u002Fself-report indicates failure before execution began\n```\n\n## Failure Mode Classification\n\n| Indicator | Failure Type | Investigation Level |\n|-----------|--------------|---------------------|\n| 0 iterations, 0 tools | Pre-execution | System-level |\n| 1+ iterations, error mid-task | Execution | Agent-level |\n| 1+ iterations, wrong output | Reasoning | Agent-level |\n\n## Investigation Steps\n\n### Step 1: Confirm Zero-Iteration Status\n\n```python\ndef is_zero_iteration_failure(execution_result):\n    \"\"\"Check if failure occurred before any agent iterations.\"\"\"\n    return (\n        execution_result.get('iterations', 0) == 0 and\n        execution_result.get('tool_calls', []) == [] and\n        execution_result.get('artifacts', []) == []\n    )\n```\n\n### Step 2: Extract Error Context\n\nExamine any error message or self-report for clues:\n- **Initialization errors**: Environment setup, dependency missing, config invalid\n- **Prompt parsing errors**: Malformed instruction, missing required fields\n- **Resource errors**: Memory limits, timeout before start, permission denied\n\n### Step 3: Route to Appropriate Investigation\n\n```\nIF zero-iteration failure detected:\n    → Escalate to SYSTEM investigation\n    → Do NOT attempt agent-level debugging\n    → Check: environment, dependencies, prompt format, resource limits\nELSE:\n    → Proceed with standard agent failure analysis\n```\n\n### Step 4: Document the Failure Mode\n\nRecord the failure with appropriate categorization:\n\n```yaml\nfailure_analysis:\n  type: zero-iteration\n  severity: high\n  investigation_level: system\n  agent_debugging_appropriate: false\n  recommended_actions:\n    - Check execution environment health\n    - Verify prompt\u002Finput formatting\n    - Review system logs for initialization errors\n    - Validate resource availability\n```\n\n## Common Causes and Resolutions\n\n| Cause | Symptoms | Resolution |\n|-------|----------|------------|\n| Environment crash | Immediate error, no context | Restart environment, check dependencies |\n| Prompt parse failure | Error mentions instruction format | Validate input schema, fix formatting |\n| Resource exhaustion | Timeout or memory error before start | Increase limits, optimize initialization |\n| Permission denied | Access error on startup | Check file\u002Fsystem permissions |\n\n## Escalation Criteria\n\nImmediately flag for system-level review when:\n- Zero-iteration failures occur repeatedly (>2 in same session)\n- Error messages indicate infrastructure issues\n- Multiple agents fail with same zero-iteration pattern\n\n## Example Analysis\n\n```\nEXECUTION SUMMARY:\n- Iterations: 0\n- Tools Used: None\n- Artifacts: None\n- Status: Failed\n- Error: \"Agent initialization failed: missing required config\"\n\nANALYSIS:\n✓ Zero-iteration failure detected\n✓ Pre-execution failure mode confirmed\n→ Action: Escalate to system investigation\n→ Do NOT debug agent reasoning (no reasoning occurred)\n→ Check: config loading, environment variables, initialization sequence\n```\n\n## Anti-Patterns to Avoid\n\n❌ **Don't** attempt to debug agent reasoning when 0 iterations occurred\n❌ **Don't** assume the task instructions were unclear (agent never saw them)\n❌ **Don't** retry with modified prompts before checking system health\n❌ **Don't** 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