{"type":"session","version":3,"id":"019e7303-5d3b-762c-bf41-54b39cd7f7a3","timestamp":"2026-05-29T09:14:20.860Z","cwd":"/home/sebas"}
{"type":"model_change","id":"20551602","parentId":null,"timestamp":"2026-05-29T09:14:22.665Z","provider":"openai-codex","modelId":"gpt-5.4"}
{"type":"thinking_level_change","id":"02004b72","parentId":"20551602","timestamp":"2026-05-29T09:14:22.665Z","thinkingLevel":"low"}
{"type":"message","id":"ddc3d3cc","parentId":"02004b72","timestamp":"2026-05-29T09:14:48.852Z","message":{"role":"user","content":[{"type":"text","text":"[telegram] quiero armar una nueva regla del sistema de memoria. que se creen memorias especulativas en base a hipotesis proactivas. que tengan baja confianza, pero se potencien/demuevan en base a otras memorias (como funciona ya hoy). creo que podria generar un sistema de memoria que aprenda mas\n\nhaceme unas preguntas de alineamiento de la tarea"}],"timestamp":1780046088832}}
{"type":"message","id":"2bfef8a6","parentId":"ddc3d3cc","timestamp":"2026-05-29T09:15:04.143Z","message":{"role":"assistant","content":[{"type":"thinking","thinking":"**Focusing on alignment questions**\n\nI think it's best to focus on alignment questions here. A questionnaire with multiple-choice options could work well. I wonder if I need to incorporate any memory skills for this—probably not. I really want to keep everything concise and suitable for Telegram. Clarity is key, and I want the questions to be straightforward for users to answer.","thinkingSignature":"{\"id\":\"rs_049aa0d09547698a016a19590a01288191bc78fe429c1fe487\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABqGVkMuwTMpKA2AO9WzcRnWmWyUXMh52Wa2eHT8AmQNSHhpTm-8Txf61xVb5_1spDAbS6pfRJfxxsONzp11LarK8CEJU7Ujepsj-9kfN0gTL5wzqXB8DqNpo1PDZg_96t2Q4omL_p62Llmh9exqvKFDucftpJC7779zDJn3P08gt5225TUnMkiZwYnlGNN7Wa_kPAi8RhjqmmznsIuenwiBq3HqF0j0o9m7wD3ZT4G-IIsL6_k07tVS8KvYf3lJaxW7mZQ2HKuUtacBBdLX_f-UK2ODFNPNWgWnSZbNeS8LPbTHtLCxvcRlWJvVcTMAEmSkUCFO5I_DHwdKl0tnma7UZ-tUMMYKcdn1RnKguHayk3aRdY5R8sirdX6FzfGTr-HCC7Vzkzfdq6SLXLg5b5k8zjm1cWDQnTuWVOq3URZz-vb9T2U3NrXuZIOMbW-y3zsfd8p30cka64MLtOvkxbu4Mt7fU7S470yQf8WwTSN6P71UXotUuhWFQKLndUYf0cLsvV0qi2IYrjeecL0cjWJ588S674MGELyZfjUXqC7DGqvuPmIIVjs8EuV22Lixf8puHdsgJcNJaJLH6_Pd7E08344xB-ZS0472IEg4s5FGvBJvoNfbet9PqLVGDymwMP3s9CKhUzf949FZvCgmWljbz8th_uK3fZ3BlPYFCFZ5pTF9eeX2c9ASwFALrWGB05G17S8Qa7N61nM7Q-DnuXxYNgBfBNTczdGqSDA5Ri_0TbNG0_WxKMp9RulFbPGGdPpQybMJ-wnhGZ4t7xbU8_rMzVStEhzhIJVl_hHEiZ87FwmSD8jPERGYg88RkZ4qgviE9d8zW20B5dJOWjiCAY-jB3yhJfaij3HKVDpWqKXu5RSxo88xTBvaewoSuot7gBBHUCfa_kjvTGlaLcZhmrKF-Cr-2l7vr8zF572rt0DK67IYQIlr_FVLX55TErQsx4aHEZWyHqFg6Goq4BlVWKBGiC1W90RMgJDmaQD_B8mOSpBDvll6mmE9XgH4GKrIqSQG9o6O3-3_SRMOp_5sTLF33VVB-_gPZFPHpgfra2yPSElSUfYc6Uo2d5WAsFOlEoh70vUPZYggdHpzfIU0x4f60pRcKZb8RAqFkVkvk33srthnHVjHdYakrptg0H8MNu-V7JM\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Focusing on alignment questions**\\n\\nI think it's best to focus on alignment questions here. A questionnaire with multiple-choice options could work well. I wonder if I need to incorporate any memory skills for this—probably not. I really want to keep everything concise and suitable for Telegram. Clarity is key, and I want the questions to be straightforward for users to answer.\"}]}"},{"type":"toolCall","id":"call_Hz8zbnfXy3hChohZaSw0EsXO|fc_049aa0d09547698a016a19590cbf708191b276a3f3d326f84c","name":"questionnaire","arguments":{"questions":[{"id":"goal","label":"Objetivo","prompt":"¿Qué querés optimizar primero con memorias especulativas?","options":[{"value":"personalization","label":"Mejor personalización","description":"Inferir preferencias, prioridades, estilo, hábitos"},{"value":"task_prediction","label":"Mejor predicción de tareas","description":"Anticipar próximos pasos, blockers, needs"},{"value":"project_modeling","label":"Mejor modelo de proyectos","description":"Inferir estados, riesgos, relaciones, ownership"},{"value":"all","label":"Todo junto","description":"Diseño general desde el inicio"}],"allowOther":true},{"id":"scope","label":"Alcance","prompt":"¿Dónde debería vivir esta regla?","options":[{"value":"memory_policy","label":"Política de memoria","description":"Cambio conceptual/reglas de ingestión y uso"},{"value":"agents_database","label":"Agents Database","description":"Cambio de modelo/API/score/relaciones"},{"value":"agent_behavior","label":"Comportamiento del agente","description":"Cómo generar, usar y actualizar hipótesis"},{"value":"all_layers","label":"Todas las capas","description":"Diseño completo end-to-end"}],"allowOther":true},{"id":"creation","label":"Creación","prompt":"¿Cuándo se debería crear una memoria especulativa?","options":[{"value":"always_on_signal","label":"Ante señales débiles","description":"Casi siempre que haya patrón plausible"},{"value":"only_high_value","label":"Solo si impacto esperado es alto","description":"Filtro estricto por utilidad"},{"value":"only_when_asked","label":"Solo cuando se pida","description":"Nada automático"},{"value":"uncertain","label":"No definido","description":"Diseñarlo juntos"}],"allowOther":true},{"id":"risk","label":"Riesgo","prompt":"¿Qué error te preocupa más?","options":[{"value":"false_positives","label":"Falsos positivos","description":"Guardar hipótesis incorrectas/molestas"},{"value":"memory_noise","label":"Ruido","description":"Contaminar búsqueda y contexto"},{"value":"behavioral_drift","label":"Drift del agente","description":"Que actúe como si la hipótesis fuera verdad"},{"value":"complexity","label":"Complejidad","description":"Sistema difícil de mantener/explicar"}],"allowOther":true},{"id":"usage","label":"Uso","prompt":"¿Cómo querés que se usen estas memorias en ejecución?","options":[{"value":"never_without_confirmation","label":"Nunca sin confirmar","description":"Solo para preguntar o priorizar preguntas"},{"value":"soft_influence","label":"Influencia suave","description":"Afectan ranking/contexto, no decisiones fuertes"},{"value":"normal_with_confidence","label":"Uso normal con confidence","description":"Se pueden usar si el score lo justifica"},{"value":"hidden_backend_only","label":"Solo backend","description":"Sirven para aprendizaje, no para conducta visible"}],"allowOther":true},{"id":"deliverable","label":"Entregable","prompt":"¿Qué querés que haga ahora?","options":[{"value":"spec_only","label":"Spec breve","description":"Regla, lifecycle, safeguards"},{"value":"design_doc","label":"Diseño más completo","description":"Modelo de datos, scoring, promotion/demotion"},{"value":"implementation_plan","label":"Plan de implementación","description":"Cambios concretos por capa"},{"value":"implement_now","label":"Implementar","description":"Tocar repo y dejar algo andando"}],"allowOther":true}]}}],"api":"openai-codex-responses","provider":"openai-codex","model":"gpt-5.4","usage":{"input":5453,"output":782,"cacheRead":0,"cacheWrite":0,"totalTokens":6235,"cost":{"input":0.0136325,"output":0.01173,"cacheRead":0,"cacheWrite":0,"total":0.025362500000000003}},"stopReason":"toolUse","timestamp":1780046088854,"responseId":"resp_049aa0d09547698a016a19590931448191803107e4c5da96fc"}}