Evolution

Breakthrough and the evolution baseline

v3.4 records "it finally worked" and carries a baseline across sessions. v4 folds a beat of that into puax_evolve and the Stop tick.

Breakthrough

  • Condition: success after at least three failures
  • Tool: puax_handle_breakthrough
  • Effect: pressure drops, the method is worth keeping
  • Marker: [PUAX 突破 ✨]

Evolution

  • File: ~/.puax/evolution.json
  • puax_get_evolution_baseline — rank, scars, internalized patterns
  • puax_record_evolution — write what this session learned
  • puax_start_session loads the baseline so the next session does not start from zero pressure theater

Code sample 

baseline = puax_get_evolution_baseline()
# { rank, internalized_patterns, ... }

# 连跪三次后修好 bug
puax_handle_breakthrough(session_id="s1")

# 收工
puax_record_evolution(
  session_id="s1",
  notes="Redis 超时要先查连接池，再查业务逻辑"
)
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