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agent-reproduce-align

QwenLM · Данни и AI

Use after a Codex or Claude Code feature has been implemented in Qwen Code to run the selected reference agent and Qwen Code under the same scenario, capture HTTP and terminal traces, compare request bodies, tool/function schemas, outputs, and iterate until the reproduced behavior is close enough.

Оригинален текст · няма потвърден превод на български
Платформи: ClaudeНиво: СредноВ индекса: 11.06.2026 г.Обновен в GitHub: 20.09.2026 г.

Теми: agentic · ai · ai-agent · ai-coding · cli · coding-agent · developer-tools · llm · mcp · qwen · terminal · typescript

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Apache-2.0
Последна проверка на записа
20.09.2026 г.

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npx skills add QwenLM/qwen-code

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Agent Reproduce Align

Purpose

Use this skill when Qwen Code already has a candidate implementation and needs evidence-based parity with a selected reference agent: codex or claude-code. The goal is not byte-for-byte equality; it is matching the observable contract that matters for the feature.

Default target repo: the current working directory. Use a user-specified path only when the user explicitly provides one.

Reference Agent Selection

Use the same reference agent selected during $agent-reproduce-feature. If the earlier choice is unavailable, ask once and record the answer in the scenario or run notes.

Workflow

  1. Re-state the parity target:
    • feature name and trigger
    • selected reference agent
    • one baseline prompt or interaction script
    • acceptable differences
    • must-match fields
  2. Run the reference agent and Qwen Code in separate capture directories with the same scenario.
  3. Capture the selected reference agent's local state before and after the reference run when state may affect parity.
  4. Normalize traces with scripts/normalize_trace.py.
  5. Compare normalized traces with scripts/compare_traces.py.
  6. Inspect differences in this order:
    • reference-agent state changes that explain behavior
    • missing tool/function names
    • schema shape and required fields
    • model settings and response mode
    • prompt role/order differences that affect behavior
    • terminal-visible output and exit status
  7. Patch Qwen Code, rerun the smallest failing scenario, and repeat.
  8. Preserve only redacted minimal fixtures in the repo.

Read references/alignment-workflow.md before the first comparison pass.

Common Commands

Normalize:

.qwen/skills/agent-reproduce-align/scripts/normalize_trace.py \
  .repro-runs/reference/http.jsonl \
  > .repro-runs/reference/normalized.json

Compare:

.qwen/skills/agent-reproduce-align/scripts/compare_traces.py \
  .repro-runs/reference/normalized.json \
  .repro-runs/qwen/normalized.json

Run a paired shell scenario:

REPRO_REFERENCE_AGENT=codex \
.qwen/skills/agent-reproduce-align/scripts/run_pair_capture.sh \
  .repro-runs/slash-help \
  "codex exec '/help'" \
  "npm test -- --runInBand"

Целият SKILL.md в GitHub