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Agentic AI Atlas · Bug Fixing from Issue Descriptions
skill-area:bug-fixing-from-issuesa5c.ai
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skill-area:bug-fixing-from-issues

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Bug Fixing from Issue Descriptions json

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File · domain/skill-areas/skill-areas-benchmark-coverage.yamlCluster · domain
Record JSON
{
  "id": "skill-area:bug-fixing-from-issues",
  "_kind": "SkillArea",
  "_file": "domain/skill-areas/skill-areas-benchmark-coverage.yaml",
  "_cluster": "domain",
  "attributes": {
    "displayName": "Bug Fixing from Issue Descriptions",
    "description": "Fixing software bugs given a natural-language issue description and a\nrepository — reproducing the failure, localizing the fault, producing\na minimal patch, and validating against the issue's acceptance signal.\nCovers the SWE-bench / SWE-bench-Verified class of evaluations.\n",
    "domains": [
      "domain:software-engineering"
    ],
    "expertiseLevels": [
      "intermediate",
      "expert"
    ]
  },
  "outgoingEdges": [
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      "to": "domain:software-engineering",
      "kind": "applies_to",
      "attributes": {
        "confidence": "primary"
      }
    }
  ],
  "incomingEdges": [
    {
      "from": "benchmark:the-agent-company",
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      "kind": "covers",
      "attributes": {
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          "coverage": "partial",
          "weight": 0.2
        }
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          "weight": 0.2
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          "coverage": "full",
          "weight": 0.4
        }
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          "weight": 0.05
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    },
    {
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      "kind": "prerequisite_for_learning",
      "attributes": {
        "strength": "recommended"
      }
    },
    {
      "from": "tool:sweep",
      "to": "skill-area:bug-fixing-from-issues",
      "kind": "tool_used_by",
      "attributes": {}
    },
    {
      "from": "lib-process:shared--bug-report",
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      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
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    {
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        "weight": 1
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      "to": "skill-area:bug-fixing-from-issues",
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      "attributes": {
        "weight": 1
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    },
    {
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      "to": "skill-area:bug-fixing-from-issues",
      "kind": "requires_expertise",
      "attributes": {}
    }
  ]
}

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