pairv2-usage

name	pairv2-usage
description	How to run pairv2 directly and via the benchmark script, including what "minimax" means as a CLI option
type	usage
scope	project

pairv2 Usage Guide

What is pairv2?

pair_execute_v2.py is a LangGraph-based pair-programming executor. It:

1. Generates left/right contracts (task spec + acceptance criteria) via LLM
2. Launches a coder agent to implement the task
3. Launches a verifier agent to review the implementation
4. Retries up to --max-cycles times if verification fails

Files:

• Executor: .claude/pair/pair_execute_v2.py
• Benchmark: .claude/pair/benchmark_pair_executors.py
• Contracts: .claude/contracts/left_contract.template.json, right_contract.template.json

---

What "minimax" means as --coder-cli / --verifier-cli

minimax is NOT a CLI binary. There is no minimax command on PATH.

--coder-cli minimax means: run the claude CLI binary with the MiniMax API endpoint injected via environment variables.

The orchestration library (orchestration/task_dispatcher.py) handles this:

"minimax": {
    "binary": "claude",           # still the claude CLI
    "env_set": {
        "ANTHROPIC_BASE_URL": "https://api.minimax.io/anthropic",
        "ANTHROPIC_MODEL": "MiniMax-M2.5",
        "ANTHROPIC_API_KEY": "<from MINIMAX_API_KEY>",
    },
    "env_unset": ["ANTHROPIC_AUTH_TOKEN", "CLAUDECODE"],
}

Auth is resolved automatically from $MINIMAX_API_KEY → ~/.bashrc → ~/.automation_env.

Other CLI options work similarly:

• claude — Claude Code CLI, direct Anthropic OAuth (no key needed)
• codex — OpenAI Codex CLI (codex exec --yolo)
• gemini — Gemini CLI (gemini -m <model> --yolo)
• cursor — Cursor CLI (cursor-agent -f)

What codexs means for pair (local alias)

In this environment, ~/.bashrc defines:

alias codexs='codexd -m gpt-5.3-codex-spark --config model_reasoning_effort=high'

pair_execute_v2.py does not accept codexs as a --coder-cli/--verifier-cli value. Use codex for both roles, then pass the alias settings through extra args:

./vpython .claude/pair/pair_execute_v2.py \
  --coder-cli codex \
  --verifier-cli codex \
  --coder-extra-arg=-m \
  --coder-extra-arg=gpt-5.3-codex-spark \
  --coder-extra-arg=--config \
  --coder-extra-arg=model_reasoning_effort=high \
  --verifier-extra-arg=-m \
  --verifier-extra-arg=gpt-5.3-codex-spark \
  --verifier-extra-arg=--config \
  --verifier-extra-arg=model_reasoning_effort=high \
  --max-cycles 1 \
  --no-worktree \
  "Your task description here"

---

Running pairv2 Directly

venv/bin/python3 .claude/pair/pair_execute_v2.py \
  --coder-cli minimax \
  --verifier-cli minimax \
  --no-worktree \
  "Your task description here"

With explicit contracts:

venv/bin/python3 .claude/pair/pair_execute_v2.py \
  --coder-cli minimax \
  --verifier-cli codex \
  --left-contract .claude/contracts/left_contract.template.json \
  --right-contract .claude/contracts/right_contract.template.json \
  --no-worktree \
  --max-cycles 3 \
  "Your task description here"

Key flags:

Flag	Default	Description
--coder-cli	minimax	Agent that writes code
--verifier-cli	codex	Agent that reviews code
--max-cycles	5	Max retry loops
--no-worktree	off	Skip git worktree isolation
--live-timeout	600	Heartbeat timeout in seconds
--fan-out	1	Parallel coder attempts
--validate-contracts-only	off	Check contracts without running agents

Output JSON is printed to stdout and saved to --artifact-dir (default: /tmp/.../pairv2_latest/).

---

Running the Benchmark

The benchmark runs pairv2 (and optionally legacy pair executors) on a task and records timing/verdict.

Task presets

Use --ta[REDACTED_OPENAI_KEY] when you want a common workload without re-typing the full prompt.

• hello_world: legacy default contract smoke task.
• amazon_clone: Flask-based Amazon clone with browser test + video/screenshot evidence (11 expected files).
• amazon_clone_full: backward-compatible alias for amazon_clone.
• message_tests: unit tests for message coordination functions (8+ test cases).
• session_validation: TDD input validation for session management (6+ test cases).
• monitor_edge_cases: PairMonitor edge case tests (6+ test cases).
• agent_name_generation: comprehensive agent name generation tests (10+ test cases).
• sdui_blog_tdd: 10k+ LOC SDUI blog e-commerce, 12-phase TDD (70+ expected files).

Presets with structured metadata (test_command, expected_files) are stored in TASK_PRESET_META in the benchmark file. The shared source of truth is now .claude/pair/benchmarks/benchmark_tasks.json (used by benchmark_pair_executors.py and testing_llm/pair/run_pair_benchmark.py).

Show presets:

./vpython .claude/pair/benchmark_pair_executors.py --list-ta[REDACTED_OPENAI_KEY]

Current defaults (as of Feb 2026):

• Task: "Write hello_world.py + test_hello_world.py"
• Executor set: pairv2-only
• Coder CLI: minimax
• Verifier CLI: minimax

# Run with all defaults (pairv2-only, minimax+minimax, hello world task)
venv/bin/python3 .claude/pair/benchmark_pair_executors.py

# Run the Amazon-style clone example
venv/bin/python3 .claude/pair/benchmark_pair_executors.py \
  --ta[REDACTED_OPENAI_KEY] amazon_clone \
  --pairv2-max-cycles 2 \
  --timeout-seconds 1200

# Custom task
venv/bin/python3 .claude/pair/benchmark_pair_executors.py \
  --task "Implement a Python function that reverses a linked list"

# pairv2 vs legacy pair comparison
venv/bin/python3 .claude/pair/benchmark_pair_executors.py \
  --executor-set legacy-vs-v2 \
  --benchmark-iterations 2

# All three executors in parallel
venv/bin/python3 .claude/pair/benchmark_pair_executors.py \
  --executor-set all \
  --parallel

Key output fields (from result JSON):

{
  "mode": "pairv2_only",
  "pairv2_langgraph": { "avg_ms": 404900, "count": 1 },
  "pairv2_status_counts": { "completed": 1 },
  "pairv2_raw": [{ "verdict": "PASS", "cycle_count": 1, "duration_ms": 404900 }]
}

---

Typical Run Time

• Hello world task: ~5-7 minutes (contract generation + coder + verifier)
• Complex task (800+ lines): ~20-40 minutes

The benchmark imposes a process-level timeout cap of 1800s (30 min).

---

See Also

• minimax.md — MiniMax in the context of PR automation (pr-monitor, fixpr)
• pair-benchmark-all-executors.md — Benchmark executor-set reference
• agents.md — Agent orchestration patterns