feat: improve memory prioritization + aggressive skill updates (inspired by OpenAI Codex)
* feat: improve memory prioritization — user preferences over procedural knowledge Inspired by OpenAI Codex's memory prompt improvements (openai/codex#14493) which focus memory writes on user preferences and recurring patterns rather than procedural task details. Key insight: 'Optimize for reducing future user steering — the most valuable memory prevents the user from having to repeat themselves.' Changes: - MEMORY_GUIDANCE (prompt_builder.py): added prioritization hierarchy and the core principle about reducing user steering - MEMORY_SCHEMA (memory_tool.py): reordered WHEN TO SAVE list to put corrections first, added explicit PRIORITY guidance - Memory nudge (run_agent.py): now asks specifically about preferences, corrections, and workflow patterns instead of generic 'anything' - Memory flush (run_agent.py): now instructs to prioritize user preferences and corrections over task-specific details * feat: more aggressive skill creation and update prompting Press harder on skill updates — the agent should proactively patch skills when it encounters issues during use, not wait to be asked. Changes: - SKILLS_GUIDANCE: 'consider saving' → 'save'; added explicit instruction to patch skills immediately when found outdated/wrong - Skills header: added instruction to update loaded skills before finishing if they had missing steps or wrong commands - Skill nudge: more assertive ('save the approach' not 'consider saving'), now also prompts for updating existing skills used in the task - Skill nudge interval: lowered default from 15 to 10 iterations - skill_manage schema: added 'patch it immediately' to update triggers
This commit is contained in:
@@ -439,11 +439,13 @@ MEMORY_SCHEMA = {
|
||||
"Memory is injected into future turns, so keep it compact and focused on facts "
|
||||
"that will still matter later.\n\n"
|
||||
"WHEN TO SAVE (do this proactively, don't wait to be asked):\n"
|
||||
"- User corrects you or says 'remember this' / 'don't do that again'\n"
|
||||
"- User shares a preference, habit, or personal detail (name, role, timezone, coding style)\n"
|
||||
"- You discover something about the environment (OS, installed tools, project structure)\n"
|
||||
"- User corrects you or says 'remember this' / 'don't do that again'\n"
|
||||
"- You learn a convention, API quirk, or workflow specific to this user's setup\n"
|
||||
"- You identify a stable fact that will be useful again in future sessions\n\n"
|
||||
"PRIORITY: User preferences and corrections > environment facts > procedural knowledge. "
|
||||
"The most valuable memory prevents the user from having to repeat themselves.\n\n"
|
||||
"Do NOT save task progress, session outcomes, completed-work logs, or temporary TODO "
|
||||
"state to memory; use session_search to recall those from past transcripts.\n"
|
||||
"If you've discovered a new way to do something, solved a problem that could be "
|
||||
|
||||
Reference in New Issue
Block a user