Hook system
Pressure levels
L0 is calm. L4 is the ceiling. L2 and above inject a reframe: user view, attacker view, a different abstraction, or an inverted constraint.
L0
L0 — calm
No extra pressure.
L1
L1 — reminder
Keep the pace and the standard.
L2
L2 — warning
Change the approach. A reframe is injected.
L3
L3 — high
Read source, search, write the checklist.
L4
L4 — ceiling
Full discipline. Pair it with a task contract.
- Read it with
puax_get_pressure_level - After three failures and a success,
puax_handle_breakthrough - A structured failure report is allowed. An empty "I can't" is not
Code sample
# Hook 会话骨架 puax_start_session(session_id="sess-demo") # 每轮用户消息 puax_detect_trigger( session_id="sess-demo", event_type="UserPromptSubmit", context="又失败了，还是同一错误" ) level = puax_get_pressure_level(session_id="sess-demo") # 连续失败后终于修好 puax_handle_breakthrough(session_id="sess-demo") # Compaction 前 puax_update_reasoning_state( session_id="sess-demo", triedApproaches=["方案A", "方案B"], peakPressureLevel="L3" ) puax_end_session(session_id="sess-demo") puax_record_evolution(...)
Quiz
What is the top pressure level?