コーディングエージェントアノテーションの提供開始：Claude Code、Aider、SWE-Agentのトレースを評価する

# The diff rendering is automatic when your trace data includes tool_use
# steps with file edit operations. No special config is needed.
coding_agent:
  display:
    diff_style: "unified"         # "unified" or "split" side-by-side
    context_lines: 3              # Lines of context around changes
    syntax_highlighting: true     # Language-aware highlighting
    collapse_large_diffs: true    # Auto-collapse diffs > 100 lines
    large_diff_threshold: 100

coding_agent:
  display:
    terminal_theme: "dark"        # "dark" or "light"
    max_terminal_height: 400      # pixels, scrollable beyond this
    show_exit_codes: true
    show_working_directory: true
    ansi_colors: true             # Render ANSI escape sequences

coding_agent:
  display:
    file_tree:
      enabled: true
      position: "left"            # "left" or "right"
      show_change_icons: true     # Icons for created/modified/deleted
      group_by: "directory"       # "directory" or "chronological"

coding_agent:
  display:
    collapsible:
      auto_collapse_thinking: true
      auto_collapse_long_output: true
      long_output_threshold: 50   # lines
      default_expanded_types:     # These step types start expanded
        - "file_edit"
        - "bash_command"

annotation_schemes:
  - annotation_type: process_reward
    name: prm_first_error
    mode: "first_error"
    description: "Click the first step where the agent makes an error"

annotation_schemes:
  - annotation_type: process_reward
    name: prm_per_step
    mode: "per_step"

annotation_schemes:
  - annotation_type: code_review
    name: agent_review
    comment_categories:
      enabled: true
      categories:                 # Optional categorization for comments
        - "Bug"
        - "Style"
        - "Logic Error"
        - "Unnecessary Change"
        - "Missing Error Handling"
    file_rating_dimensions:
      enabled: true
      scale: [1, 2, 3, 4, 5]
      labels: ["Poor", "Below Average", "Acceptable", "Good", "Excellent"]
    verdict_options:
      enabled: true
      options:
        - value: "approve"
          text: "Approve"
          description: "Changes are correct and complete"
        - value: "request_changes"
          text: "Request Changes"
          description: "Changes need fixes before merging"
        - value: "comment"
          text: "Comment"
          description: "General feedback, no strong opinion"

# Convert Claude Code traces to Potato format
potato convert-traces \
  --format claude_code \
  --input ./claude_traces/ \
  --output ./potato_data/traces.jsonl

# Convert Aider chat logs
potato convert-traces \
  --format aider \
  --input ./aider_logs/ \
  --output ./potato_data/traces.jsonl

# Convert SWE-Agent trajectories
potato convert-traces \
  --format swe_agent \
  --input ./swe_agent_trajectories/ \
  --output ./potato_data/traces.jsonl

# Auto-detect format for mixed trace directories
potato convert-traces \
  --format auto \
  --input ./mixed_traces/ \
  --output ./potato_data/traces.jsonl

# Exported PRM format (one line per trace)
{
  "trace_id": "trace_001",
  "steps": [
    {"step_idx": 0, "content": "Read file src/main.py", "label": "correct"},
    {"step_idx": 1, "content": "Edit src/main.py: fix import", "label": "correct"},
    {"step_idx": 2, "content": "Run tests", "label": "correct"},
    {"step_idx": 3, "content": "Edit src/utils.py: wrong fix", "label": "incorrect"},
    {"step_idx": 4, "content": "Run tests again", "label": "incorrect"}
  ],
  "first_error_step": 3
}

# Exported preference pair format
{
  "prompt": "Fix the failing test in src/test_utils.py",
  "chosen": {"trace_id": "trace_001", "steps": [...]},
  "rejected": {"trace_id": "trace_002", "steps": [...]},
  "preference_strength": 0.85
}

# Export to SWE-bench format
potato export \
  --format swe_bench \
  --project ./my_project/ \
  --output ./swe_bench_results.json

pip install potato-annotation[coding-agents]

# Convert traces from your coding agent
potato convert-traces \
  --format auto \
  --input ./my_agent_traces/ \
  --output ./data/traces.jsonl

# config.yaml
project_name: "Coding Agent Evaluation"
port: 8000
 
data:
  source: "local"
  input_path: "./data/traces.jsonl"
  data_format: "coding_trace"
 
coding_agent:
  display:
    diff_style: "unified"
    context_lines: 3
    syntax_highlighting: true
    collapse_large_diffs: true
    terminal_theme: "dark"
    max_terminal_height: 400
    show_exit_codes: true
    file_tree:
      enabled: true
      position: "left"
      show_change_icons: true
    collapsible:
      auto_collapse_thinking: true
      auto_collapse_long_output: true
 
annotation_schemes:
  - annotation_type: process_reward
    name: prm_evaluation
    mode: "first_error"
    description: "Click the first step where the agent makes a mistake"
 
  - annotation_type: code_review
    name: code_quality
    comment_categories:
      enabled: true
      categories: ["Bug", "Logic Error", "Style", "Missing Error Handling"]
    file_rating_dimensions:
      enabled: true
      scale: [1, 2, 3, 4, 5]
    verdict_options:
      enabled: true
      options:
        - value: "approve"
          text: "Approve"
        - value: "request_changes"
          text: "Request Changes"
        - value: "comment"
          text: "Comment"
 
  - annotation_type: text
    name: overall_notes
    description: "Additional Notes"
    placeholder: "Any other observations about this trace..."
output:
  path: "./output/"
  format: "jsonl"
  export_formats:
    - "prm"
    - "swe_bench"
 
quality_control:
  inter_annotator_agreement: true
  overlap_percentage: 20
  minimum_time_per_instance: 30  # seconds
 
annotators:
  - username: "annotator1"
  - username: "annotator2"

potato start config.yaml -p 8000