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              "text": "Probablemente apliqué cambios en el sistema de la gente P para que ante una tarea con poca especificidad me haga preguntas clarificadoras pero nunca sucedió. ¿Podemos mejorar el sistema?"
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              "thinking": "**Considering operational rules**\n\nI need to provide an answer with a clear diagnosis. It sounds like I might need a stronger operational rule, especially to enforce an intent lock before taking action when an objective is missing, or when dealing with constraints. It could help to include explicit heuristics or examples, along with a fallback questionnaire. Offering suggestions for implementing these changes seems valuable, and I don't think I need any tools for this.",
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              "text": "Sí.\n\nProblema probable: tus reglas ya dicen “preguntá si falta claridad”, pero también dicen “decidí y avanzá”. Sin un gatillo duro, el modelo suele elegir avanzar.\n\nChoque actual:\n- `Ask only if scope, risk, or success changes.`\n- `Routine choices: decide and move.`\n- `Once clear, execute end to end.`\n\nSi la ambigüedad no cruza un umbral explícito, inventa defaults.\n\nMejora buena: pasar de consejo a protocolo.\n\nPropongo esto:\n\n1. Gate duro antes de ejecutar\nAgregar algo como:\n\n- Antes de cualquier trabajo no trivial, verificar:\n  - objetivo\n  - done gate binario\n  - exclusiones\n  - restricciones de realidad\n- Si falta cualquiera y no es inferible con alta confianza, no ejecutar.\n- Primero preguntar o usar `questionnaire`.\n\n2. Regla de “no adivinar intent”\nMás fuerte que la actual:\n\n- No asumir qué entregar si el pedido admite más de una interpretación material.\n- “Material” = cambia alcance, tiempo, riesgo, validación o UX visible.\n\n3. Trigger explícito para preguntas\nEjemplos concretos ayudan mucho. Algo así:\n\nPreguntar siempre si:\n- el verbo es vago: “arreglá”, “mejorá”, “dejalo bien”\n- faltan artefactos: archivo, repo, pantalla, endpoint\n- hay múltiples niveles posibles: diagnóstico, propuesta, implementación\n- no está claro si querés código, plan, análisis o cambio en prod\n- hay varias soluciones razonables con costo distinto\n\n4. Política default por tipo de pedido\nMuy útil:\n\n- Pedido chico y reversible:\n  - asumir defaults razonables y avanzar\n- Pedido ambiguo y no trivial:\n  - bloquear y preguntar\n- Pedido ambiguo + irreversible/riesgoso:\n  - bloquear sí o sí\n\n5. Forzar `questionnaire` en UI interactiva\nTu regla actual dice “prefer”. Yo la subiría a:\n\n- Si hay 2+ ambigüedades de intent, usar `questionnaire` en vez de chat libre.\n\n6. Auto-chequeo interno corto\nAgregar una mini checklist obligatoria:\n- ¿Sé qué resultado visible espera el usuario?\n- ¿Sé cómo validar “listo”?\n- ¿Sé qué no hacer?\n- ¿Sé si quiere plan o ejecución?\n\nSi alguna = no, preguntar.\n\nVersión corta para pegar en AGENTS:\n\n```md\n- Before meaningful execution, run an intent check:\n  - objective\n  - binary done gate\n  - exclusions\n  - reality constraints\n- If any item is missing and more than one material interpretation is possible, do not execute yet.\n- Ask clarifying questions first; use `questionnaire` when 2+ intent fields are unclear.\n- Do not guess user intent when the ambiguity changes scope, risk, validation, delivery form, or visible UX.\n- For vague requests like “fix”, “improve”, “clean up”, “make it better”, first lock target and done gate unless the task is clearly small and reversible.\n- Small reversible defaults are allowed only when they do not materially change scope or success criteria.\n```\n\nSi querés, lo edito ahora en `/home/sebas/pi-config/AGENTS.md` y te dejo el prompt más duro para que realmente pregunte.",
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              "thinking": "**Considering file updates**\n\nI think I might need to edit a file, and I'm wondering if I also need to update the root. This feels like a bit of a decision moment, but I'm not entirely sure. Maybe I should just go ahead and do it to make sure everything is current. Checking everything against the requirements would help, but it's clear I need to take action on this soon. Let's do it!",
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              "text": "Hecho.\n\nCambio metido en:\n- `/home/sebas/pi-config/AGENTS.md`\n\nQué cambió:\n- intent check obligatorio\n- bloqueo si hay ambigüedad material\n- `questionnaire` obligatorio en esos casos\n- regla explícita para pedidos vagos\n- mini checklist antes de ejecutar\n- defaults solo si son chicos y reversibles\n\nSi querés, siguiente paso útil:\n- hago una pasada por el resto del sistema P para ver si hay prompts viejos que contradicen esto o lo debilitan.",
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    "last_assistant_text": "Hecho. Cambio metido en: - `/home/sebas/pi-config/AGENTS.md` Qué cambió: - intent check obligatorio - bloqueo si hay ambigüedad material - `questionnaire` obligatorio en esos casos - regla explícita para pedidos vagos - mini checklist antes de ejecutar - defaults solo si son chicos y reversibles Si querés, siguiente paso útil: - hago una pasada por el resto del sistema P para ver si hay prompts viejos que contradicen esto o lo debilitan.",
    "first_user_text": "Probablemente apliqué cambios en el sistema de la gente P para que ante una tarea con poca especificidad me haga preguntas clarificadoras pero nunca sucedió. ¿Podemos mejorar el sistema?"
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    "raw": "{\"memories\": [{\"type\": \"episode\", \"subtype\": \"session_summary\", \"scope\": \"global\", \"title\": \"sebas: Probablemente apliqué cambios en el sistema de la gente P para que ante…\", \"content\": \"User asked: Probablemente apliqué cambios en el sistema de la gente P para que ante una tarea con poca especificidad me haga preguntas clarificadoras pero nunca sucedió. ¿Podemos mejorar el sistema?\\nResult: Hecho. Cambio metido en: - `/home/sebas/pi-config/AGENTS.md` Qué cambió: - intent check obligatorio - bloqueo si hay ambigüedad material - `questionnaire` obligatorio en esos casos - regla explícita para pedidos vagos - mini checklist antes de ejecutar - defaults solo si son chicos y reversibles Si querés, siguiente paso útil: - hago una pasada por el resto del sistema P para ver si hay prompts viejos que contradicen esto o lo debilitan.\", \"source_ref\": \"session:019e9eb9-47f3-77db-bb17-9126c311e4ad\", \"evidence_ref\": \"/home/sebas/pi-config/sessions/--home-sebas--/2026-06-06T20-56-43-251Z_019e9eb9-47f3-77db-bb17-9126c311e4ad.jsonl\", \"confidence\": 0.72, \"freshness\": 0.95, \"importance\": 0.56, \"reason\": \"Deterministic fallback because model analysis was unavailable: Warning: No models match pattern \\\"gemini-3-flash-preview:minimal\\\"\\nWarning: No models match pattern \\\"gemini-3-flash-preview:medium\\\"\\nWarning: No models match pattern \\\"claude-3-7-sonnet:low\\\"\\nWarning: No models match pattern \\\"claude-3-7-sonnet:medium\\\"\\nWarning: No models match pattern \\\"claude-3-7-sonnet:high\\\"\\nWarning: No models match pattern \\\"o3-mini:low\\\"\\nWarning: No models match pattern \\\"o3-mini:medium\\\"\\nWarning: No models match pattern \\\"o3-mini:high\\\"\\nWarning: No models match pattern \\\"minimax-m2.5-free:minimal\\\"\\nWarning: No models match pattern \\\"qwen/qwen3-coder:free:minimal\\\"\\nWarning: No models match pattern \\\"google/gemma-3-27b-it:free:minimal\\\"\\nNo API key for provider: openai-codex\"}], \"reason\": \"fallback-analysis:Warning: No models match pattern \\\"gemini-3-flash-preview:minimal\\\"\\nWarning: No models match pattern \\\"gemini-3-flash-preview:medium\\\"\\nWarning: No models match pattern \\\"claude-3-7-sonnet:low\\\"\\nWarning: No models match pattern \\\"claude-3-7-sonnet:medium\\\"\\nWarning: No models match pattern \\\"claude-3-7-sonnet:high\\\"\\nWarning: No models match pattern \\\"o3-mini:low\\\"\\nWarning: No models match pattern \\\"o3-mini:medium\\\"\\nWarning: No models match pattern \\\"o3-mini:high\\\"\\nWarning: No models match pattern \\\"minimax-m2.5-free:minimal\\\"\\nWarning: No models match pattern \\\"qwen/qwen3-coder:free:minimal\\\"\\nWarning: No models match pattern \\\"google/gemma-3-27b-it:free:minimal\\\"\\nNo API key for provider: openai-codex\"}",
    "result": {
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        {
          "type": "episode",
          "subtype": "session_summary",
          "scope": "global",
          "title": "sebas: Probablemente apliqué cambios en el sistema de la gente P para que ante…",
          "content": "User asked: Probablemente apliqué cambios en el sistema de la gente P para que ante una tarea con poca especificidad me haga preguntas clarificadoras pero nunca sucedió. ¿Podemos mejorar el sistema?\nResult: Hecho. Cambio metido en: - `/home/sebas/pi-config/AGENTS.md` Qué cambió: - intent check obligatorio - bloqueo si hay ambigüedad material - `questionnaire` obligatorio en esos casos - regla explícita para pedidos vagos - mini checklist antes de ejecutar - defaults solo si son chicos y reversibles Si querés, siguiente paso útil: - hago una pasada por el resto del sistema P para ver si hay prompts viejos que contradicen esto o lo debilitan.",
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          "evidence_ref": "/home/sebas/pi-config/sessions/--home-sebas--/2026-06-06T20-56-43-251Z_019e9eb9-47f3-77db-bb17-9126c311e4ad.jsonl",
          "confidence": 0.72,
          "freshness": 0.95,
          "importance": 0.56,
          "reason": "Deterministic fallback because model analysis was unavailable: Warning: No models match pattern \"gemini-3-flash-preview:minimal\"\nWarning: No models match pattern \"gemini-3-flash-preview:medium\"\nWarning: No models match pattern \"claude-3-7-sonnet:low\"\nWarning: No models match pattern \"claude-3-7-sonnet:medium\"\nWarning: No models match pattern \"claude-3-7-sonnet:high\"\nWarning: No models match pattern \"o3-mini:low\"\nWarning: No models match pattern \"o3-mini:medium\"\nWarning: No models match pattern \"o3-mini:high\"\nWarning: No models match pattern \"minimax-m2.5-free:minimal\"\nWarning: No models match pattern \"qwen/qwen3-coder:free:minimal\"\nWarning: No models match pattern \"google/gemma-3-27b-it:free:minimal\"\nNo API key for provider: openai-codex"
        }
      ],
      "reason": "fallback-analysis:Warning: No models match pattern \"gemini-3-flash-preview:minimal\"\nWarning: No models match pattern \"gemini-3-flash-preview:medium\"\nWarning: No models match pattern \"claude-3-7-sonnet:low\"\nWarning: No models match pattern \"claude-3-7-sonnet:medium\"\nWarning: No models match pattern \"claude-3-7-sonnet:high\"\nWarning: No models match pattern \"o3-mini:low\"\nWarning: No models match pattern \"o3-mini:medium\"\nWarning: No models match pattern \"o3-mini:high\"\nWarning: No models match pattern \"minimax-m2.5-free:minimal\"\nWarning: No models match pattern \"qwen/qwen3-coder:free:minimal\"\nWarning: No models match pattern \"google/gemma-3-27b-it:free:minimal\"\nNo API key for provider: openai-codex"
    },
    "fallback_error": "Warning: No models match pattern \"gemini-3-flash-preview:minimal\"\nWarning: No models match pattern \"gemini-3-flash-preview:medium\"\nWarning: No models match pattern \"claude-3-7-sonnet:low\"\nWarning: No models match pattern \"claude-3-7-sonnet:medium\"\nWarning: No models match pattern \"claude-3-7-sonnet:high\"\nWarning: No models match pattern \"o3-mini:low\"\nWarning: No models match pattern \"o3-mini:medium\"\nWarning: No models match pattern \"o3-mini:high\"\nWarning: No models match pattern \"minimax-m2.5-free:minimal\"\nWarning: No models match pattern \"qwen/qwen3-coder:free:minimal\"\nWarning: No models match pattern \"google/gemma-3-27b-it:free:minimal\"\nNo API key for provider: openai-codex"
  }
}
