{ "job_id": "20260601T032356986188Z", "queued_at": "2026-06-01T03:23:56Z", "status": "completed", "job_type": "session_memory_analysis", "payload": { "session_id": "019e7ed7-161c-754c-b5b1-be450481f111", "session_file": "/home/sebas/pi-config/sessions/--home-sebas--/2026-05-31T16-21-25-660Z_019e7ed7-161c-754c-b5b1-be450481f111.jsonl", "cwd": "/home/sebas", "scope": "global", "reason": "periodic_sweep", "trigger": "periodic_sweeper", "branch": [ { "type": "message", "id": "b3d3b4fc", "parentId": "ea6288b4", "timestamp": "2026-05-31T21:56:20.684Z", "message": { "role": "user", "content": [ { "type": "text", "text": "[telegram] loved this repo’s idea https://github.com/workos/case\nand it uses pi\n\ncan we import it or vendor it or take inspiration from it?\n\nthe memory system is something we have already, but maybe not fully\n\nanalyze features and compare with the current system\n\nalso in general, are we extending pi in a roundabout way? id love to have my pi setup as a github repo (maybe i do already but not fully)" } ], "timestamp": 1780264580677 } }, { "type": "message", "id": "a45688f5", "parentId": "b3d3b4fc", "timestamp": "2026-05-31T21:56:27.705Z", "message": { "role": "assistant", "content": [ { "type": "thinking", "thinking": "**Analyzing the repository**\n\nI need to inspect the current repository and possibly the memory database. I should use a to-do list for this process. There's a chance I might not need to read the ballbox memory. I should also check the AGENTS and analyze the repository case via git, which might require internet access. Perhaps using bash commands like `git ls-remote` could help, and I should compare it with the current pi-config repository. Let's create some tasks for this.", "thinkingSignature": "{\"id\":\"rs_0af5c3e2bf36ef84016a1cae883ee4819187807813ce1762ff\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABqHK6LNQL69asrUM60ueZiIPQITXEoJ3pXOykCwjmoTDs4U2YIWPW5cpU0U7RspjVkCdlfH3SrOqb3lccQAchE8LZV1pWnOi-m8asF_mMzYitdfzHVyDkF_C9m3hmHtbDtxoogwVWAv2VA50QWFomnz-Ur_0L3Yq0D4Tb5d9J_7R7iEO29Lo3byGGdHs1aYilwuhCSIVi8QcXdZJ-guhg1NR63Ql_Q-Q9IRgSxitl6LdkU87cJ3lzBYp3qrqETmGJPyyPEoOgTtTCVF-YIsBAZeb48RiiXAyGKvpi5QCMBe_sBPs1Oi9uYS6ZQcP08QViW7PpcxE_QIpY126RxQPu6PVKMDo9SCmq1XYDIICp4iO6SBfiabFbFUCzxKYDgbrd0hdulIoth-MSX9zCcQ6coGkFNp8k9OMDGO4HfDK-8NhJ4lHOdo7c_Hkv5crQ3ulXMxd14wL3wjX0OZYpt-6Jw1aiO7gz9k8uKiq81FOPXMfYH7wMZoUHaLY2Jy8rUDwUGuTQS7PCsvd22oQRCPgzCPHWR2GyST5mmGTa7gltr0_amCXY2shL1ZEz-JI6YmH0j4f4zfQioaJ58Ri8Kn1WVkeg-nAMoPBlBPG_t4IgrWvK62ASYvlM9-WEG2TUew1LPXGYJgrhehN7s_TMxwQ5cRYOlvqWXYOaFv42z--JXWPmVp1g8lNg2DkYFRscmMAdSF2NBcxjA8lDzQkLWr-QoqzbaX0hBLmN7v-6tzWehTsIueJOYMiRmI3i2NfEk176tntBl_wGFayZ8T7f8vlBP5uAs9xte3vNl3wcfdcUyv4ozMOjtuSk3Wkwe0_Y_Fr6HDtvE7ab2RajcShvJE9EyJWCfAPgWcNvp8YqLVf5hyxiT1fvOh4FuPMDCK3HzgSHVGIbbpdVhiO8JNHua5UDmd7dh6NC0qat4rB_Ehin8Q-VfTUjbMCfHWyhjUqK0oz-dg8MGn7LdcUlM5LWXrvCWTTggRYCmXWb0g1CfTskq95zlw76BlRLiRHyrh4JiL72rwwUobSqHD_78nIAuyPz4zno_q-zgvml2xmyKe58cRE0W3dnTAjEJJCRkB0OZrD3htMC2aLwPm3gVN4AGVBD2vlzqs2n5_sq8nguqNrFT5-hG3wY_hObpEeeHWFNHU82ik0M2F_2CPuMbQn7DRMI206f9X8TeZ7s3uNOkQ8QkAPCqxmiOiMJMa3Q61gH16typpLv3Q9s61cSwA2xELknR62jZrwmfbIKM6Lw17Oax-j-a6T2a1VMbdaHxpqeQTuqBUmvnspym3Q0bkT3KCiEUMY94Do3H6wXU1FVv48K5Sy4ssvU3STqDQpcORQ2QXehZGu_05yCflKpPCfBJ4QQ_KNQp7pDfR5OUwy1d_T6qccW0vxA=\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Analyzing the repository**\\n\\nI need to inspect the current repository and possibly the memory database. I should use a to-do list for this process. There's a chance I might not need to read the ballbox memory. I should also check the AGENTS and analyze the repository case via git, which might require internet access. Perhaps using bash commands like `git ls-remote` could help, and I should compare it with the current pi-config repository. Let's create some tasks for this.\"}]}" }, { "type": "toolCall", "id": "call_0b3MvF6CkdPz5trvw5JwUljb|fc_0af5c3e2bf36ef84016a1cae8b58288191bf9b0038cbd542b6", "name": "todo", "arguments": { "action": "create", "subject": "Analyze workos/case vs current Pi setup", "description": "Review the Case repo concept/features, inspect current pi-config/personal-agent setup, compare overlap/gaps, and answer whether to import/vendor/inspire plus whether current setup is a roundabout Pi extension.", "activeForm": "analyzing Case and current Pi setup", "status": "in_progress" } } ], "api": "openai-codex-responses", "provider": "openai-codex", "model": "gpt-5.4", "usage": { "input": 5488, "output": 163, "cacheRead": 0, "cacheWrite": 0, "totalTokens": 5651, "cost": { "input": 0.013720000000000001, "output": 0.002445, "cacheRead": 0, "cacheWrite": 0, "total": 0.016165000000000002 } }, "stopReason": "toolUse", "timestamp": 1780264580695, "responseId": "resp_0af5c3e2bf36ef84016a1cae86db04819185a620532cb15f2f" } }, { "type": "message", "id": "7a8bc1c7", "parentId": "903f3153", "timestamp": "2026-05-31T21:56:29.248Z", "message": { "role": "assistant", "content": [ { "type": "toolCall", "id": "call_xoyFlVmM3FKARwXGSlXUhYc9|fc_0af5c3e2bf36ef84016a1cae8cd9608191852f0d3794f2987a", "name": "todo", "arguments": { "action": "update", "id": 1, "status": "in_progress" } } ], "api": "openai-codex-responses", "provider": "openai-codex", "model": "gpt-5.4", "usage": { "input": 557, "output": 26, "cacheRead": 5120, "cacheWrite": 0, "totalTokens": 5703, "cost": { "input": 0.0013925, "output": 0.00039, "cacheRead": 0.0012799999999999999, "cacheWrite": 0, "total": 0.0030625 } }, "stopReason": "toolUse", "timestamp": 1780264587715, "responseId": "resp_0af5c3e2bf36ef84016a1cae8bc8708191bfe125db4a60272f" } }, { "type": "message", "id": "889b82b1", "parentId": "ad48e9f3", "timestamp": "2026-05-31T21:56:33.145Z", "message": { "role": "assistant", "content": [ { "type": "thinking", "thinking": "**Inspecting memory usage**\n\nI’m considering whether to read the skill memory for search instructions. It seems like it might not be necessary right now, but I need to ensure I use the Agents Database as shared memory. Maybe I should check relevant memories for current project facts. I could also use curl via bash or look at the read skill quickly. Let’s see what’s the best approach!", "thinkingSignature": "{\"id\":\"rs_0af5c3e2bf36ef84016a1cae8e640c8191abf8e8c8c4e713c6\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABqHK6R5SE1lEY1byOZTd3rnCJjRq2ZQSTIFmpuQljXrJbdjCADstihy8MhQykfL8vG2kOE6E695tbsCNF9gANtrUk5IDLZepIxO8wxmij8VYHAhCknkphwjTbhxxv6DcHpkbbnfhpYVYR9Ru-CUSmx-QUyF4qUn0yp3YExKNdKy-knLZ4ogS8FR-fdoMBRNib0jEKcmL5TpstIIUHEls_uPFV-DdVtDBl7ObDYFif25I44CuEfnYppGuILwWLEAtGoHR6mVwAQQ46qRr8_MPWmV23qSKPYE7cqTkIykQ8ITYlV574CSbeMESWnQqtsaZHG4CN9UKGr6hnRnbVmwBI11tm85J1nOi0Xm3BCkd07EkOud7tI9x6rK2pPWkRNTH9KlHCbpz7dPFr0JRJs8miFdHVzjcRihrtka-rm1SjcNT4F-2V5emnQYryhOdVXqwmnCdAQz3WFDFpQGUeKb1VqMfP2zEOmYKAqS1glvjyH3uyGHH0hCYvkml9OxzP9Isz8FJ58yBECuU_CljrKcnhKC2ODGRJzjxd1ScN-gaRRA5XCtWtxiw4O77nS6EIT6OpgeEW5bXC9fwCTduaLP-jwMnZgQvpqZT2WvctbP3pOSI4hieppCuhwAwRnuzKUQPeKwmS6y0o3oGEWKz_0hNhiO-Efet0kLjNxDXkTiZdDvtAeOOQBRCq2Fhyr6J-L5eDM1px33FATj6KKxlFtsBZDSxH72OXxxhMYkl0VsAfE4GA8SGo4Wk_cXQz6iB7t6GhlU_l-mqCkYi9695H9SC_wD99nlKRUj7Qsyn8d5VYGm2OQJREhRAcQx1aRdhdmD9pB6UI52QnwJMudzYDD7fCpmFx2wzV-lGaO2PjN5N-KAB4-Xy_odW_EKGk2XUdYIRGy5GwGuSiD8AVjOZo30MJ7PfIZ5SVl_hxQGuMzOxrPN6EB-d3Gm4aXl35oqDMghxsA8EzTLoHHrh3_3XrILvUMmdPZVew308FH2ZemcUfmxVNzPp5Jm8HHG5DNGqZ0y18uHtEjvcjaCa_70chuV_Z_IvqQZYK0K1OfNo5b69TPixFfyNNelEus1hBNLMiV5_EKks-5sPeVmHrKHOQkQn6Z8eXQLcFHBdoFLpdFb1TeGxXzIDQStqI6RUYn6TdZo-NpDL6lXMt2NhX_X-cWPnSuj83nC7pC_X9t2e5biAY3ABaf2KH3s_u0HeuPFUyaKHiXEI9hyiaoi_IdD0-Enx46CDpCR7JwuhYxqMb7chzRm2a74xmIkofqztN-F95e5CLZNOFdnlU8JO_Ib7lG5p0J_ci2qg==\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Inspecting memory usage**\\n\\nI’m considering whether to read the skill memory for search instructions. It seems like it might not be necessary right now, but I need to ensure I use the Agents Database as shared memory. Maybe I should check relevant memories for current project facts. I could also use curl via bash or look at the read skill quickly. Let’s see what’s the best approach!\"}]}" }, { "type": "toolCall", "id": "call_a4WgcBjgXEILTiOCCA5XIOQz|fc_0af5c3e2bf36ef84016a1cae91038481919f7fdeb94ea2be96", "name": "read", "arguments": { "path": "/home/sebas/.agents/skills/memory-read/SKILL.md" } } ], "api": "openai-codex-responses", "provider": "openai-codex", "model": "gpt-5.4", "usage": { "input": 602, "output": 87, "cacheRead": 5120, "cacheWrite": 0, "totalTokens": 5809, "cost": { "input": 0.001505, "output": 0.001305, "cacheRead": 0.0012799999999999999, "cacheWrite": 0, "total": 0.00409 } }, "stopReason": "toolUse", "timestamp": 1780264589250, "responseId": "resp_0af5c3e2bf36ef84016a1cae8d53d0819187e2bfa089743a0b" } }, { "type": "message", "id": "7bad5d8f", "parentId": "ca5bfe38", "timestamp": "2026-05-31T21:56:35.479Z", "message": { "role": "assistant", "content": [ { "type": "thinking", "thinking": "", "thinkingSignature": "{\"id\":\"rs_0af5c3e2bf36ef84016a1cae91e6088191a3cc759606eec430\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABqHK6T8Thozy24QaO8Lo3Bc_BZCOH1q9qAVcXCYM_BL-cXYXGhx8u8GwM3eQaJOAitWzVCmKpqcCSkW3KUykX6fXDXvTqATp8g0uQX2M6YvlCZkXhcSdFllYmtXa2wORF6S_Uih4JPicRm8kOjPN3a9Yyc7e8SU9247gqlnodsvNPIp0OA2VM5cFOOcNTS0kauEK4Eps8hT-1h8oG2QKs9lYXhPdelvn2zS26RwjP6r5mbdyDfzv3ftwzJU0dLdAKhFBlfD8kmG0NI_7hm379mMHY0sfpGq__i4DOQwRJuNF2JrHB2R1KHLZ_gAy9zi1_r8t73zh23nOz3tK6aVlDIZUjwzVhFUjS9czSP8PnYtrq-JNZms97RYeGWR8QoVY-kY1DsK51nfzUZWBRzL3u017b1pb0aRls79nUXtlq2jEdOujACY2LPcCMLbCskwGQhV56rUcl5-sXJH72tdv8KaMiNOUAnboC4PQVkvO4sQf4BaxRFYGoAQuB9GL0aD4NGRrWkqrJzXTYKYz8UTJ08uIcQinKzqO8ZAbQ_I4M4hL8dWtDfrKIFUGvlmLZRlLyQEBnW-X9oioUS2-V03UHd5gVGsKqUNwMIJ2jhfl35mhfjaQVJWHkbDsjDwbWEkRjDoM8qFEp2TqeyGP6z3zPUfu_qWUiDtZgjKqTtYwJB7sVD9lnW4dtMAQyRu3DfnuJ9nyNNxW8HYXhTUtAm9XLKqPT6qe94_BROw01azaCZGyL_v4dl2gC8tzusWitRmmHtoaMMN9mN67KiwuM5XDQ41tkgTiMZms9VdZx3iNqS3-_vEy8QT8eGN-pNAZysqmiVcILRKslZrMOx-x736ekPfNOJqP9tkUMtYvazDmwukQNtRXn6tP65TWy6j1UrKDEas9bNqEzw8N78nBrE5S3HL621LHDLLhDdB9B1jRLYIbKFtjToPRDuKbtLb26q8JqAqYD7XrIfvhgpQz93zsL3yFDjqw==\",\"summary\":[]}" }, { "type": "toolCall", "id": "call_fCSGprO5QSS2SoXRceQj2on3|fc_0af5c3e2bf36ef84016a1cae9345a08191be213626d8a2d4e1", "name": "bash", "arguments": { "command": "curl -fsSL 'http://100.116.176.16:8091/api/search?q=pi-config%20personal-agent%20pi%20setup%20case&scope=global&scope=project&limit=10'" } } ], "api": "openai-codex-responses", "provider": "openai-codex", "model": "gpt-5.4", "usage": { "input": 290, "output": 80, "cacheRead": 5632, "cacheWrite": 0, "totalTokens": 6002, "cost": { "input": 0.0007250000000000001, "output": 0.0012000000000000001, "cacheRead": 0.001408, "cacheWrite": 0, "total": 0.003333 } }, "stopReason": "toolUse", "timestamp": 1780264593152, "responseId": "resp_0af5c3e2bf36ef84016a1cae91428c8191a4f96d5a7018843e" } }, { "type": "message", "id": "6d01a9a1", "parentId": "c76d6442", "timestamp": "2026-05-31T21:56:41.996Z", "message": { "role": "assistant", "content": [ { "type": "thinking", "thinking": "**Inspecting repo layout**\n\nI need to take a look at the current repository layout, which might involve checking the README file. I think gathering information about the Case repository is essential too. I could use `git ls-remote` to get some details, or perhaps clone it temporarily for deeper inspection. It feels important to thoroughly examine my own repository to ensure everything is set up correctly!", "thinkingSignature": "{\"id\":\"rs_0af5c3e2bf36ef84016a1cae947de48191ac8c67c39c165408\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABqHK6ZOZVE-uDM-EKL64Ldy613wfjNCIZD162ZakShANP35IKyaCrkrNNVG1zUR1TEinOU6LAyOBb-0fKnqqnz9JRakytqrnzopwKkPFZqTQz1ILG7eUu6Dl6Br6ip-e4nY8HcpeZ2Ae8FangQohTa9QuRsY-megP_LcINI0qYBaIrBy40G5pmffKpBcV0JIcb91LPH0bSEHQLhhmbFgpbsRPfAwEdUF_iBJs2X6-WDB3EZqwczSoSa9_dohFehV0I1Psx31GCO_oDzwIRaAtKgARQBI6moj9ebLPCFUyVoEVa9Ptl56BAkOeONQklnp8hk7yKz1aY-K5i3bPSBLwpNZ6LJmzrte56VmqO31Am8JfdxWZ46UIzC-myp0QhfNbLw2WtwO2NkdSqK3x9_-usmTzc-l_PcEBkk_2nBkcCkIdJ_9dnyNAcsuYbEfxGzm56AEbOu_QR1LltE5_48OuC2whir-3N9plRyXRhJQ_RmwrtPzgrQq7jEIvVycqTM3YKYCN3QIrffHzHF9cGPT3DI92vXusVWsl_4uXGZ6yzLsmvtLEy47tJ4D62GuhQ-deqOLHJoOVQ4rhXh_4ksk59af8mqbTcvGJGrRih8wvcSdfU61pgu5fnKnrghXDPFWnhvDjE79z_YCDLE_BzCLdtSKRC-kV03PJA9tr2jpLcPrkjfIdkS0a0fQH4aIW2uGkFsMLQ_Ryal_Z-RU05T-skNwsSnM7SLKCGhHfR1mjwUZBMSQOfbhmuAPs9znq_aO4IrwsE3JnheJFcf9NiQPAA-1WWpTs73HD39QZyO_Ghx2DCIqIMWeCUvnWBUtbFHycs5y4BihVpOgxpYHVtaWAE9v15RsRxe_FnoU2nG0CKtwW894_sslDeijugKqEK1SQYMDCRJK6HgEkyAIDmK1OluKRNfiNKTgzT3SWXSN4SVmHlgJNLSdQa05ZwBkLDf867eys6ZOhR4zhY1P98i3m7-UveZAy6OT3STRMLBtRfMVnHI6sdS2HCFdvHDEjCbS9qcvxEs8J9qMMNdVyUkqkr0jtr8ZewwHPV5UAjJI33QT6r4UPEVlG2luNU2CXIYocN_X7BnStlhrbf0z_bYNiCq-6b9A==\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Inspecting repo layout**\\n\\nI need to take a look at the current repository layout, which might involve checking the README file. I think gathering information about the Case repository is essential too. I could use `git ls-remote` to get some details, or perhaps clone it temporarily for deeper inspection. It feels important to thoroughly examine my own repository to ensure everything is set up correctly!\"}]}" }, { "type": "toolCall", "id": "call_hdcopfS2EOYmPsP3Tu9QA7ho|fc_0af5c3e2bf36ef84016a1cae99ee488191b9149f9db87e7766", "name": "bash", "arguments": { "command": "cd /home/sebas/pi-config && ls -1 && printf '\\n--- git remote ---\\n' && git remote -v && printf '\\n--- top files ---\\n' && find . -maxdepth 2 \\( -name README.md -o -name package.json -o -name AGENTS.md -o -name '*pi*' -o -name '*agent*' \\) | sort | sed 's#^./##' | head -200" } }, { "type": "toolCall", "id": "call_QrrBqJFP4TXEvRjqPowM72RI|fc_0af5c3e2bf36ef84016a1cae99ee608191b46312ea20d0a342", "name": "bash", "arguments": { "command": "tmpdir=$(mktemp -d) && git clone --depth=1 https://github.com/workos/case \"$tmpdir/case\" >/dev/null 2>&1 && cd \"$tmpdir/case\" && printf '--- README ---\\n' && sed -n '1,240p' README.md && printf '\\n--- package ---\\n' && cat package.json && printf '\\n--- files ---\\n' && find . -maxdepth 2 -type f | sort | sed 's#^./##' | head -200", "timeout": 30 } } ], "api": "openai-codex-responses", "provider": "openai-codex", "model": "gpt-5.4", "usage": { "input": 11847, "output": 300, "cacheRead": 0, "cacheWrite": 0, "totalTokens": 12147, "cost": { "input": 0.0296175, "output": 0.0045000000000000005, "cacheRead": 0, "cacheWrite": 0, "total": 0.0341175 } }, "stopReason": "toolUse", "timestamp": 1780264595542, "responseId": "resp_0af5c3e2bf36ef84016a1cae939f048191b3eead5323aff054" } }, { "type": "message", "id": "62e0612c", "parentId": "93902491", "timestamp": "2026-05-31T21:56:47.511Z", "message": { "role": "assistant", "content": [ { "type": "thinking", "thinking": "", "thinkingSignature": "{\"id\":\"rs_0af5c3e2bf36ef84016a1cae9be6208191bcaa52864eb9382b\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABqHK6fEDXVAP99psONUHkq5mV1u13jcUdyY35JxZTzcXoXqw9ERlLjVfEWu_htrapcNXuL9VM0uV5gBO8KT98Yoj6LYrnOZI_ZnrMhFlae5kTll48MViFj5hfNUSdOEr286y700VqJYPX0jVD3mc4yitJj2WUBjV-JSQMhNcnmxS66kyoKdNOGtRU2t4Om2su5I7hVrT1QLmkQ4Vqk6KtBKqevID4lUEjm9jjJ2LhvpuFswhIasUTVjK6fOE9ARwGc56i6PUIOOjsqKJEf7yc4jpFJ7fUuXZxZvSkPbOQYI-X1t5n4pKx8zaHpbMYROROXEW-eqjCDB86cKOsCFVU0Ic1xqbTt_770uJ8u_D-krzimlT05ZAuyh1cBNMa3_OkMX2yXvRkOmkazm5wH00bIqVEjleXcfgdgrrUrowZ8SDk-lIqUZthp_8aofrFxMZYFU8MgkQA5_PmeRU7HAkNpwvDxN99lfHE7tacQAQce3xRWV2_DAhCoDO9i_uiEOMVQwd-atBknx41KM6ouNRVFE0VVxPY5k2QU6sbItQBbJXLQbKpKJydddifK_onRTMlWiOXwmKwWDpqx6JigCFmCHrUcU3BMWMQxlXwQcNdpMobnqVQiiCAkBDaMMOAZ0WOVlohbkDlaoo7saFlSa-Srn9U0reWxJcdsrhD3spad1RI4HTkTLTfkxF_mvOLtstmmtUTTBE8EHqSSy2fFnFo1tPGjPbdwhxriharvlUPtlrBNay-AqWfBITjWcvX0cNhu3kHkYfVdyQRqQAUl4TWsemHpp9xGhaQPzG85Sk2ZoHDVnw3-CuEG3YRr2kWtnEwmvEpxG_STRw494-cPlRrP4iLt3WYg8CsuUeo7SXypgrnsxFsnKdnuT7I8N7ekdQzonhAE0W8iJkiDlKRrI620po1wTORypFlCHUVE5tt6S3Ify5fIC_RRJnwFrkgIw96rQxUgJbznV87g7aaAp7JTA4gRjf40a4vZ3hzUMO1wyUee5rOynBdkTYC06XfySDFz_6vSc9CX-bo6PYTd8k5UZGqewbmJMTxNmg8F-HgJuXQ1R6A=\",\"summary\":[]}" }, { "type": "toolCall", "id": "call_DO1pPs29Bgfsbw8tW0Ggolun|fc_0af5c3e2bf36ef84016a1cae9f74dc8191acd295eee1ab5361", "name": "read", "arguments": { "path": "/home/sebas/pi-config/README.md", "offset": 1, "limit": 240 } }, { "type": "toolCall", "id": "call_ug0hzMDXCJBwbGWm7o3y6hQ1|fc_0af5c3e2bf36ef84016a1cae9f74f081918165432f2065350a", "name": "bash", "arguments": { "command": "tmpdir=$(mktemp -d); git clone --depth=1 https://github.com/workos/case \"$tmpdir/case\" >/dev/null 2>&1 && cd \"$tmpdir/case\" && echo 'README:' && sed -n '1,240p' README.md && echo 'PACKAGE:' && cat package.json && echo 'FILES:' && find . -maxdepth 2 -type f | sort | sed 's#^./##' | head -200", "timeout": 30 } } ], "api": "openai-codex-responses", "provider": "openai-codex", "model": "gpt-5.4", "usage": { "input": 807, "output": 195, "cacheRead": 11776, "cacheWrite": 0, "totalTokens": 12778, "cost": { "input": 0.0020175, "output": 0.002925, "cacheRead": 0.002944, "cacheWrite": 0, "total": 0.007886500000000001 } }, "stopReason": "toolUse", "timestamp": 1780264602997, "responseId": "resp_0af5c3e2bf36ef84016a1cae9b12648191a3b863ccb9d9d409" } }, { "type": "message", "id": "e3e969a1", "parentId": "7b22b6c2", "timestamp": "2026-05-31T21:56:52.796Z", "message": { "role": "assistant", "content": [ { "type": "thinking", "thinking": "**Inspecting documentation**\n\nI need to read more case documents and the latest pi-config documentation. It might help to inspect the system layout and task system details as well. Maybe pi is already set up as a config repository, so I should compare the features. I'll take a closer look at key files in pi-config, like docs/task-system.md, extensions, and the README. This exploration should clarify everything!", "thinkingSignature": "{\"id\":\"rs_0af5c3e2bf36ef84016a1caea17b4c8191803898f730483d75\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABqHK6kEsQ875ldxqd2pUgiLfJpkScDclnuHf5IN2ajEDKKxBoEMxJKs7n6EppyQfxzbvkqtXF82cWjA1uWs9q8pR5J-w8GsL3ph1XRsiOAkF9B8uSqz1VuVoI20G6eGodazU5jXSMsxk_Dxcc6RSsbzbMc2eXGWPv36wlGkKic-toj1gD8Z1s5hGDXvEMEZ8dyqoEMJ5OKJoA7DuilojHQPtnlFui8HN4P_vNk4edbRA6Sy0HQ34HCKKrTngqKlsCOmGBbt7tZ66Tg4QAh90kGF6pgyvWZSYag5dLHzcNXSeib05HGbdtIF42f__hd607-dSOwL63FLZPrmP3RRXInFDtzR61kmcCxUOBESURq12g8n0M-e1CLPuZC7n0x8-t61pi3hR41zQ8a-RaoHxRNBZuZ1iv5zRdTlT9_WzeeqnJO8brYnYhjyP0TqIm4F_R8ogqkM6wgMm4Wcm946zjaqVkc6JTzl3LqgUHseKL_iVNwvoCq4nM5DUJJH8egYhX3LCGsPisljNSkhE6LhhC1cI7r2QzGS4dg785mnsk2HatB741gaxVi1nyhHLX9GB9MJT7FAFd1KhRXafzAKpdOZGE3MWyFGY7lQYVvV0hNhBPk8OjJStG7jigfcbtfghfrMNUfgJdjrofgeTsrP4fchptGGI-B0pX-YUKcXhZkdRGaPAGDSbI9-ZKHfN_I3jiYQbFFjt_HFYy7qaeM7j_VJPxOFBoMGfpT9Pyag2kKC0yjtTl0oTm0E5aGPp2rlaw4jzLwtxBdjnz8NGDFUxcmf1fA_COU4Io-H4CbbXnKRamnixBquyWOYy1l5EVetHjbI9mxOPbhklPUT1hdPEEeH0nIVToVXbb44hW8r0iETV8KntwQhsp4weN_Tv61cOCUfFP8W74IyDZXG5mPD8h4wOGXKIcIkQO0DrtQsEpIZ-tD5-cUB1PRKc5vZYLoEM8tk0qVWZtNckLfCKTvW9glyF-truihNEHbLfYVqq5wz1TghJqPp16ydVxtYgKpe5Ki7jJqz57Wkq353WuQT_KQqYpqMAjTBZ2mc4wtoWCxKLQ4c4Iiq3yjdsbrFQYYnDhdtE9kaqI5h7sVqOTD57EPGENjfwT0WFm5l0CF7rXoNAmrzxYjvr3jmxCg8FmtWus9IJWO60ZYmzUnx9gBghWeD38KNDOOWppyCTHwklUmqlWDWtvlVWdRu606-tLaDcHv6xcM2aqGyLbW8kaLg5-qPHk4Dj-SkzSj84iCdEIbytIQpRSROkpXGrJGsNvNqiIDFe2Udw2stZ2kG0SSQMD51d3NZQ==\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Inspecting documentation**\\n\\nI need to read more case documents and the latest pi-config documentation. It might help to inspect the system layout and task system details as well. Maybe pi is already set up as a config repository, so I should compare the features. I'll take a closer look at key files in pi-config, like docs/task-system.md, extensions, and the README. This exploration should clarify everything!\"}]}" }, { "type": "toolCall", "id": "call_WTM2ljRAGTQcm0jh7bHVuahZ|fc_0af5c3e2bf36ef84016a1caea4b7b881919d0f408b90d7546b", "name": "read", "arguments": { "path": "/home/sebas/pi-config/docs/task-system.md", "offset": 1, "limit": 260 } }, { "type": "toolCall", "id": "call_5dmQNiZWUBrXpNWsJNWsubEu|fc_0af5c3e2bf36ef84016a1caea4b7cc8191a12833a9ac155a03", "name": "read", "arguments": { "path": "/home/sebas/pi-config/docs/agents-database-memory-contract.md", "offset": 1, "limit": 220 } }, { "type": "toolCall", "id": "call_MUlC7jP0ClGToZb2Ll2aOHY6|fc_0af5c3e2bf36ef84016a1caea4b7d4819191c18922f29eab86", "name": "read", "arguments": { "path": "/home/sebas/pi-config/docs/pi-loop.md", "offset": 1, "limit": 220 } } ], "api": "openai-codex-responses", "provider": "openai-codex", "model": "gpt-5.4", "usage": { "input": 5010, "output": 176, "cacheRead": 12288, "cacheWrite": 0, "totalTokens": 17474, "cost": { "input": 0.012525000000000001, "output": 0.00264, "cacheRead": 0.003072, "cacheWrite": 0, "total": 0.018237000000000003 } }, "stopReason": "toolUse", "timestamp": 1780264608691, "responseId": "resp_0af5c3e2bf36ef84016a1caea0c32c8191a434206852580959" } }, { "type": "message", "id": "1fdd3ca2", "parentId": "4dc2ca46", "timestamp": "2026-05-31T21:56:57.156Z", "message": { "role": "assistant", "content": [ { "type": "thinking", "thinking": "**Inspecting settings for extensions**\n\nI need to check the extensions and settings to understand what it means to \"extend pi in a roundabout way.\" I should look into the package, but I’m not sure if it’s relevant or not. It’s important to confirm that the repository I’m dealing with is indeed on GitHub. I might want to inspect the extensions' subagent and questionnaire as well, along with the session memory for clarity. Let’s explore these areas!", "thinkingSignature": "{\"id\":\"rs_0af5c3e2bf36ef84016a1caea5f080819181f65f07286f496d\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABqHK6pfp8FRdlHYbtGEIcxReSwybJuwReWHU_ZXPe8Nhs3fAbFzcY8XT95z2euExVNscnCbva5DVnUcPXjypu2GjdaDp7p2HeY8am9mAi3gvUj0IRsjctSvU6ztCkbr9XsTOvxTIerZOXsu09fkpJU0mXRrwS0iSvFYbezaMsBariasWoIKIYc_YkgqvhgL5N8hhzGmIWr1NqtPExyWaphFFG1ynzy5tjIgHssx01NkbcFIbimKTq8Ups3kHtNowa5f7va16Edb1rXZ3nFoKlnH0_pYcZ4CFmS3VSKicnoUM52COoPE0ck8mZCGFZffz8LdozCBsxknTta1WzLa3qNKBAbb3fSBxBlH-UGdCsPItfWoQ7rr5Tq-Q30aIMHXphjXLTvEjxsDoD8VMlijGB1sCfZFaUVR_i8mrkjQzv01kU47CElM7top7K46sK74UEpOrKrfQo4O4yuLD70PtW0qnSIxLZtE4sP3e06wqSYtLEsPQw4EQvhxfOJ8G0ylIwgCB310GPttZKNO3RdTqg1Gt8HJ3XXyEZlKC6M0qCISd1fhjqfagOZduyJHB3HBYZAYlAmu0Uedkv66LL1Elc2XnCB97fi76RPmvtwWJMgpcpomJPS5YZpMPDhMTmiijwqikjpexFmI6yegsC5BrkDTUetOyfHdotzdmU0ezBpjTLrTUWhSasfKm0IEnseVja65ubtJ8KoMGwSWAm-43AHvIeBo6SnHhjPUSve25LMRHs4jtVcIjwQgy4Q0jJsKUubSs61kwZwYTKRtRNUUREQQMO7WN007ukd5u0yrcEie2v3rPk13TrYTqSplqLopVT3uq6U6kjWiyi43J8vX76eAr6bPwXuK196OweTIzA-TYe-5CDa3iaZYGVemwgy61q9gQg1k_eELldEiBB_ggxGc3Dq13j3E3uCgiUBflyY5IWqtJALTnJdm3xLEfn2WuUvq88LMO54v7CCbtzc8wMvrnEhUredAWmvDlXWH04kXVoifejbcWkftwayE_ZSBYpINmJZUIYLDyniBSrSDUaqqwTGD2F1NZcRxappffF-1cAefdhRIG2JTyBLmhVUuh7tiMXmSyF9A9EGmlEhJeHb4bKLRGxTBnOSDXQqfXm2217qPjprvXrSqHNY_43smD6099KWjXmOp0aTgUKjnQnhCnua5iCa4KAIMepUEvJndyQfeMaXG1m3xJMU2IJyWxS_bRX3mpqVPHFjqKNrq8IbhG2xsQ==\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Inspecting settings for extensions**\\n\\nI need to check the extensions and settings to understand what it means to \\\"extend pi in a roundabout way.\\\" I should look into the package, but I’m not sure if it’s relevant or not. It’s important to confirm that the repository I’m dealing with is indeed on GitHub. I might want to inspect the extensions' subagent and questionnaire as well, along with the session memory for clarity. Let’s explore these areas!\"}]}" }, { "type": "toolCall", "id": "call_ism5yleedBz2kOH0Tq1aiTgH|fc_0af5c3e2bf36ef84016a1caea916648191aa1c0cb1a63a9c17", "name": "bash", "arguments": { "command": "cd /home/sebas/pi-config && find extensions -maxdepth 2 -type f | sort | sed 's#^#/#'" } }, { "type": "toolCall", "id": "call_R9gnQVd5dRWg9w8om0PM7V1m|fc_0af5c3e2bf36ef84016a1caea9167481919f516db2933c6017", "name": "read", "arguments": { "path": "/home/sebas/pi-config/settings.json", "offset": 1, "limit": 220 } }, { "type": "toolCall", "id": "call_imhFXa3Q0qiBn5JL6ChjE0yi|fc_0af5c3e2bf36ef84016a1caea9167c8191bcb6d88f53eacd18", "name": "read", "arguments": { "path": "/home/sebas/pi-config/extensions/subagent/README.md", "offset": 1, "limit": 220 } } ], "api": "openai-codex-responses", "provider": "openai-codex", "model": "gpt-5.4", "usage": { "input": 2730, "output": 171, "cacheRead": 16896, "cacheWrite": 0, "totalTokens": 19797, "cost": { "input": 0.006825, "output": 0.002565, "cacheRead": 0.0042239999999999995, "cacheWrite": 0, "total": 0.013614000000000001 } }, "stopReason": "toolUse", "timestamp": 1780264612804, "responseId": "resp_0af5c3e2bf36ef84016a1caea4df1881919ad7838f053628d7" } }, { "type": "message", "id": "c79144d7", "parentId": "6f39add9", "timestamp": "2026-05-31T21:57:01.837Z", "message": { "role": "assistant", "content": [ { "type": "thinking", "thinking": "", "thinkingSignature": "{\"id\":\"rs_0af5c3e2bf36ef84016a1caeab610c8191a573172573f46e87\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABqHK6tWRpLLXM1w1EZGuHvnIORtbFWMRoPFnoRNFK2u7PxHGpCmkGCwUPfJEq4PIEsRybc_Bf6NE58Tjk86_zupBKB2gVnbnFvcpFXw3FD8Gk-bhMIn5uB9-YMxsUxZgypdifg4msYhWz5jkZg97mvsToyZep4sHn2optyUCFCkpBWdmBXgYlFDhn9G2S-ijVIk6fWm1_mFWu04nUBQWifZNDVYMHXw20WOpPQOyeaFJrjwljtnukT82vP-U3IUpc0CVnKyD1-0WjdrGU__xc5MXHq5SOdq8tyrQQXUxiJRoeVh4m4o-huVP30XW3IoE2TVIKerv1ebwgMCdDliprV1CGVc7Z0uUevw-Qx5qmRGwRImlOyiEC0cMZ3IkQNhu2qlEt-6SRD5qf3M6_ZaviHuwB7LXiccX6rlMjsTaey0pqn4_TI32IA2A7DM9CNeMWKo5LO9CKRcZCvf1jYKrOINUWoiKG5zjGXSgYsmr_ZBVDixxb-YJ1iVpI_8vRRUQtpBc6gQEstI08Lb6K5BMW2GgGVGKacdPzQNW1J-JmykAcW1QdhJ0HHgskG1Mg-plOg4fD9LU5qiaFkdAF9MpuahRylkjj3l2GTSkysQdpmx70OP-caO5s4XwcCZl03DZu_MLfNNAktMKlB2_ZlnwRKUdcZHuaZ24sg86Wga3CLJZ6vDYcyApHS5c5dovbfBWVJTHIHq2WQ7jXckWQKoACpQRGNi2a80-jWCqyaB1S1V-Qc31vsEM_JXb44Ps3mtrdupmHsyC0xI9Uj1ebJxgxp5rOxzx2j2zES33-TyBaZE0iWMsGgZGTTC49jEj_KVsrVg8QB3EPTWdw2-gpM9mjUbd3j6Mv4jlGlt9_ad1sStwgR14b25bBOCN3eYmeApT1nxdubna0LLVp_PbDu0qwnWCyOiLjRd4qXi2JtJOofPJ-jPbPGanYMMQ2L9BkIDf8QuEK6-3bNVdrCbqOGQltbZtz6hA==\",\"summary\":[]}" }, { "type": "toolCall", "id": "call_AC1QpRo9GwNdrIiYRTPWkaV4|fc_0af5c3e2bf36ef84016a1caeadc1fc8191829570d6ed43bcd7", "name": "read", "arguments": { "path": "/home/sebas/pi-config/extensions/subagent/index.ts", "offset": 1, "limit": 260 } }, { "type": "toolCall", "id": "call_J4FsokqmJTWGQXV2YN2KjGSh|fc_0af5c3e2bf36ef84016a1caeadc214819197745664149e6957", "name": "read", "arguments": { "path": "/home/sebas/pi-config/extensions/session-memory-dispatcher.ts", "offset": 1, "limit": 260 } }, { "type": "toolCall", "id": "call_K9cPX6rEa0JbtwLFAA3VJhAc|fc_0af5c3e2bf36ef84016a1caeadc2208191b3f78f0414df9c24", "name": "read", "arguments": { "path": "/home/sebas/pi-config/extensions/questionnaire.ts", "offset": 1, "limit": 220 } } ], "api": "openai-codex-responses", "provider": "openai-codex", "model": "gpt-5.4", "usage": { "input": 708, "output": 129, "cacheRead": 19456, "cacheWrite": 0, "totalTokens": 20293, "cost": { "input": 0.00177, "output": 0.001935, "cacheRead": 0.004863999999999999, "cacheWrite": 0, "total": 0.008569 } }, "stopReason": "toolUse", "timestamp": 1780264617174, "responseId": "resp_0af5c3e2bf36ef84016a1caea93f6c819189765b1b5ea2ee27" } }, { "type": "message", "id": "51104408", "parentId": "3b0a23d5", "timestamp": "2026-05-31T21:57:11.352Z", "message": { "role": "assistant", "content": [ { "type": "thinking", "thinking": "**Evaluating project structure**\n\nI think I need to inspect the Case project documentation to understand its philosophy. The README might have enough information, but I should check the source commands to see if it’s an extension or platform. I'll compare the current system's features against Case in bullet points.\n\nIt seems the current system lacks some essential features like a deterministic pipeline and proper onboarding. I might even consider labeling the setup as \"Pi control plane\" rather than a fully productized extension. I’ll also note that the GitHub repo is not entirely self-contained due to dependencies on local paths and external states.\n\n**Inspecting extension paths**\n\nI need to check if there’s an extension path for local custom packages that aren’t in the repo. It’s worth noting there's a local extension path not included in the repo, as well as services and scripts outside of it. \n\nI see evidence of external paths, like resume-hint at /mnt/rpi/dev/pi-telegram-sebas. It might not be necessary to check `git status` for cleanliness. My recommendation is not to vendor the entire Case project, but rather take selective inspiration, like creating `.case`-like directories for tasks and schemas. The current setup appears to serve more as a personal operations layer than a reliability tool.", "thinkingSignature": "{\"id\":\"rs_0af5c3e2bf36ef84016a1caeaeeb2c81918803ba83543b3aac\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABqHK6313ALpIN5xw9gtRxwLwh0WKi4aTcxf3LBh7C9fs0_iztPTwwUuAEi_jg0nkWlDu5nKDhMx6UsxtAtsYfhURBmy3Ygps36AUlfsaDt0Sj98AqCRMC_YdPpd_514KYdT7DKbj124HVV4Xer8cqOGA31XpccQpvv4kAsLUYxw7DRsxhit32yRFf6smsAnwkkmY79Tu-TYmzaZKOKXvdeosepEa5GdY1BP6NlWdISiz1SodEY0mWDu6e9VRQf9qn76yz-Mkey8G1E78xuxS78Ik49hcF6TFrid5GZ3bsl-bzmLF3jW6DqGToySaFRV9FXSOZrLNw-h4SZPF1uCE4uv7P1bLHIQQ_VG_wxF2-kT1In02Qep5iF9mtHKBiExaMGM3IHFTh2yV6-1P-Gxgm-O4fQjUmgjI5CivQUbAbrtVOVzxNNHVExv3oYtE3awmICInKI7aopEz3yad1xyOFeY57sxJrD0jwIhZmRmcsS-1tx9xy89y2AMO6iNpU_NSptHOcQl4hRqqAYZwzAJZBzN8p41e5ALGtTm8hi1VmsgrQI-T1dQbibQi4Ctz0dEVERhPq3Nt6PBWz9DfIZuHsD8TJ0tiqgh-9SnbHZ-po1oVvG9-1hhKguIIj4aLmgDixN1esqZbHJzBSEktuDWsuU9CCX01rnHJA8yu5vbYjt-I6g4ltx_117hqZQPyOXelwArV_cH-gWnTqq6jDEgz79vwsOHLmA6DX6qFag4vanBRn-yZpPhpWdFxXHD07nB1ABTxv7gl3lkMjNeXJrDzIagaWna_nklb9rbISt5Dv8vZ3UggYg25esgYWZhmyNqCI0Pj440nYsOz5OYKnI022UDVyaIXxTR4PqZpg6rWqT0tmzEduS0mdWUOyaWUJyuPY9qkWaN1yjRTwUNUWc0RUtwaK1eYjYvAbLg9cU8tZKNd8tspb4CybQ1KsFDF9V9llwX7036nzLN8COR9SvHWfuM_7fbwZasJr7yknU3ThVpiUbdKLMVyXgWr_CbUqNbEwLC70M7UhTfcDC5XCWcWcQ7DavC5my8NlQgJpyAmGKgPLTiZg6oz13K8YHl_pAFec_oTWy0Pm0Ukb6JUwVKi9JD6SsNVsK0H9MaNwNxaFpVMS1FjXzZ8Ea_QtOq08yUY6etXGIgrYl0cBqF3qgJQ_CvDbNHlL401Yyvo1eIpBylxH_uNwSQyAzAXvpgpFPSNBOagFJYbakUMnMUC8YnMqOXiJJRhqqveLdVoWRLnvt1IN3GBQ1bIcOtJebhRDFr5d7EVT8XBUcGxXdExwpigm8dNN-DI4UmBQ7gLvnQL7AUuNqd5sUA2P1Mgh2xmNhCP0a-bPGfzXreP0zimAqb3UJBNEj08gjrwzFM3q2qFngftDaUU69oJctTNQMPlm1BgcJ2Oyy3VxVI6r0bPVah5ZQftYI6ZVaFsbes0rsftWCkjDez8XpGo9GoefQzTMZDBPC__HwDqdOPYeP0QbwcLC0avhuqS6OmJOxcc5dwB6xXcqeZmO7-gFOXKCQuPSBQO61G54o8-zUeRJnME3iPyNUMCayY4RhSCc6AxIYs4XU7KiYkPG_Bo6Thro-hTpdc3nVoilqNAkayBrcsyYVy8Fh9-1oTGIoG6xpdxKtzaa979j5TIJ_6KcgJRshAnOEUjG6ryaTBWqppXa4DdPhqKXxbUiii1o1LkTVgucqvCdkwds0dyq4rKJ3gtW-5Kw6hgdD7xfBuAQhHIOwbqKAhcEl64ezJPWlw9ZyLB5udbkv-Y1uAxREDk6sKWL4pv3LsAzgVOvO1_FWe9kT14BSj21VVJWn8mqcfgVfh3far1Ap8EEBhYYRmPdLYJeaVKpAM9tQ7TGVkaJm2954KHF2mfOmKAiNuYTV6JBXOL6-FD26CI6MdRpsLd36gfr2sjE7sxAABQPZyC_Wh_rXKw0z1-NcHZB4Z9sw_S05ZPwAOL2CoAX7xRRL1wLx4Jf00M_92vFBaLXLC8KJHzxuUQvV0qSiPMQecJ5zWworFS7bir9xb-oC6K8Y_SUMqMGzcn09MjNErlzt2qdGTt1exsWhux6zqy0yTxEwNzuLNqRiKpxVwdLElJuCDIsc40icfUYHus2DnXxaxTs3ULrkUStWyfeGjuhiHKZsCtp8UZNFHIZJ2J2kUxCrmhqoJjPrrQ8LOumQjm5UlG6Z6a315KsmQ-1l36RCGPvBvkB0H4Ea_AQttxusQ1TjbkSztNOuC5f-5MsNTcu3HB5qUQLCmnvNHQO_r5L7TdruoqwgBdXyllN05r5T8ET-MEwBKjvsAOwAppbZ8AcHo7qPsrZ2nPZEsFVfeZI9GJbrcbfevzLJ1Q0SCV9FG7E7RqWHQp9a-CfWtOfteztYXeWqtZJMmlINLhQG8Eqlv6gJcwtqaZqVFe_4DZ_anm0DsS5oWSTzVCKTa_Qj3RMMgkjbgT_mEorILnya-7swfaqPt03f7dN0IFM2NBcSCaYpQp72ENxIAiLrZZ1hTpshco14tDRSHKq2CTn0gGH_t_9UxJNxJMMZ9oY1flm9OWsTJFqxkl9DQ5xgZqV-qIC2858tIQLPCR0380cIEcVTlFvoAUd8i4zzKy_Y6WyfIGyXYOYAw22JEd0pnpohp8h7k5Kdsqn8Ga8flP0mUxCY5ImnP1ubVexROEyWUFwOiXdVbyUBc4PyzfEjpDVA0B8mQdFr55yWpuGdE3Umqr-YAHKkQ1-gAHTuKtKMDk_sBsehY15tbDW56QlRdoKMgCgtlYwXBhWrCI4Qcr9C0vN61KVGn1UvG8ZJdTJwiEKJFfGjgUTlxMDfYtUJfR8FRkExkpDtVJNdGkFJOpyEK7bQgmT10wzsIpR2wMH9HTXF3U5JU4_-LnYTFgm7_OyqHCei630WL1-he2fXdCpSs7ZmNO-HlSmxpjNZ3TctFAYMPI4aLacXLUy-JIDPkcdADlXQFBmM_mJOyaFBl3odGqSk3f12X5v7-46g3J403leivnrW_ZVl7WhGsRLcJgaUvvgYEEhuwT3zIBnLDCgGnU97DS3Ux8Y3wzSAhSlMx0A_jGZDqy0O-W3FLhkZMPmoc7bAvaUDANgPrrTs66f4DE1DEcJkYBFOdeQlwNFfDYzqsruMNWUq7nARSPCGvFGcsJD4AI7UHiZnexHI8QwUkxkhMjzVs9-j1XmWgpSWzUxGqHcCIq6vuYTEYZmaRZAIKrsZIZ_z44PSiqcvaxzENM34XgDflE1-RybMsWcE1YvVlvmPCYtV3v79Hjfbmn3A1rIPiMr0rA76C4OypyNTF-Py8db3Po5ZGMQLzoWT5yVTYuM3yBhDRTXvhK1eLwpSvQyDazfr2pkX4o9nmpsNw962YQ==\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Evaluating project structure**\\n\\nI think I need to inspect the Case project documentation to understand its philosophy. The README might have enough information, but I should check the source commands to see if it’s an extension or platform. I'll compare the current system's features against Case in bullet points.\\n\\nIt seems the current system lacks some essential features like a deterministic pipeline and proper onboarding. I might even consider labeling the setup as \\\"Pi control plane\\\" rather than a fully productized extension. I’ll also note that the GitHub repo is not entirely self-contained due to dependencies on local paths and external states.\"},{\"type\":\"summary_text\",\"text\":\"**Inspecting extension paths**\\n\\nI need to check if there’s an extension path for local custom packages that aren’t in the repo. It’s worth noting there's a local extension path not included in the repo, as well as services and scripts outside of it. \\n\\nI see evidence of external paths, like resume-hint at /mnt/rpi/dev/pi-telegram-sebas. It might not be necessary to check `git status` for cleanliness. My recommendation is not to vendor the entire Case project, but rather take selective inspiration, like creating `.case`-like directories for tasks and schemas. The current setup appears to serve more as a personal operations layer than a reliability tool.\"}]}" }, { "type": "toolCall", "id": "call_Or9tDwpa3dUvRqjMAvJKTq5c|fc_0af5c3e2bf36ef84016a1caeb71850819193a0b55f870bf177", "name": "todo", "arguments": { "action": "update", "id": 1, "status": "completed", "metadata": { "summary": "Reviewed pi-config docs/settings/extensions and Case README/package/layout. Prepared comparison and recommendation on import vs inspiration plus assessment of whether current setup is a roundabout Pi extension." } } } ], "api": "openai-codex-responses", "provider": "openai-codex", "model": "gpt-5.4", "usage": { "input": 5926, "output": 416, "cacheRead": 19968, "cacheWrite": 0, "totalTokens": 26310, "cost": { "input": 0.014815000000000002, "output": 0.00624, "cacheRead": 0.004992, "cacheWrite": 0, "total": 0.026047 } }, "stopReason": "toolUse", "timestamp": 1780264621849, "responseId": "resp_0af5c3e2bf36ef84016a1caeae045c8191aea96e9809192c0e" } }, { "type": "message", "id": "51d4ccdd", "parentId": "d180cc66", "timestamp": "2026-05-31T21:57:39.576Z", "message": { "role": "assistant", "content": [ { "type": "text", "text": "Yes.\n\nShort answer:\n\n- **Do not vendor/import Case whole.**\n- **Steal ideas from it.**\n- **Your repo already is a GitHub-backed Pi control plane, but not yet a clean packaged product.**\n- **You are extending Pi, partly directly, partly sideways.**\n\n## What Case is\n\nCase is **not** “a better memory system.”\nIt is a **reliability harness for agent-authored PRs**.\n\nCore shape:\n\n- issue-driven entrypoint: `ca 1234`\n- repo onboarding + repo metadata\n- deterministic pipeline:\n - scout\n - implementer\n - verifier\n - reviewer\n - closer\n - retrospective\n- resumable run state in repo-local `.case/`\n- explicit evidence gates\n- retrospective learning\n\nSo its center is:\n\n> turn scoped issue -> reviewed PR with proof\n\n## What your current system is\n\n`/home/sebas/pi-config` is more like:\n\n- **Pi runtime config**\n- **personal control plane**\n- **ops/scripts/extensions repo**\n- **memory plumbing**\n- **batch/loop helpers**\n- **Telegram bridge + session UX**\n\nYou already have:\n\n- GitHub repo: `https://github.com/sebasfavaron/pi-config`\n- Pi extensions:\n - `subagent`\n - `questionnaire`\n - `session-memory-dispatcher`\n - `session-switch`\n- task system docs\n- memory DB contract\n- repeated-run helper: `bin/pi-loop`\n- detached batch jobs: `bin/pi-job-*`\n\nSo: **you already have “Pi setup as a GitHub repo.”**\nBut **not fully** in the “portable, self-contained product” sense.\n\n## Best comparison\n\n### Overlap\n\nBoth systems have:\n\n- multi-agent thinking\n- durable state\n- resumability\n- task/run structure\n- learning/memory intent\n- focus on reducing agent drift/failure\n\n### Case stronger at\n\n- **repo-specific execution**\n- **issue-to-task ingestion**\n- **strict role isolation**\n- **deterministic phase machine**\n- **evidence gates before PR**\n- **PR-oriented closure**\n- **self-improvement tied to failures**\n\n### Your setup stronger at\n\n- **personal workstation/server integration**\n- **memory infrastructure**\n- **cross-session persistence**\n- **Telegram / remote operation**\n- **general-purpose Pi augmentation**\n- **batch loops and detached jobs**\n- **machine-specific automation**\n\n## Biggest gap\n\nCase has a very clear abstraction:\n\n> “one scoped engineering task in one repo moves through a reliability pipeline”\n\nYour setup is broader, but looser.\n\nYou have pieces of that loop, but spread across:\n\n- repo docs\n- extensions\n- scripts\n- memory DB\n- session habits\n\nSo right now you have **power**, but less **single-purpose orchestration**.\n\n## Import/vendor/inspire?\n\n### 1. Import whole repo\n**No.**\n\nWhy:\n\n- different goal surface\n- Case is opinionated around PR production\n- written as its own product/CLI\n- would duplicate parts of your stack\n- likely painful to merge with your memory + Telegram + machine-specific setup\n\n### 2. Vendor pieces\n**Maybe, but only tiny pieces.**\n\nGood candidates:\n\n- task schema ideas\n- run directory layout\n- evidence marker pattern\n- phase/state machine shape\n- repo onboarding metadata format\n\nBad candidates:\n\n- whole CLI/runtime\n- whole agent prompt fleet\n- whole storage model\n- full `.case` product inside your main repo\n\n### 3. Take inspiration\n**Yes. Best option.**\n\n## What to steal from Case\n\nPriority order:\n\n### A. Repo-local run envelope\nFor any real coding task, create a durable per-run folder with:\n\n- task spec\n- state\n- evidence\n- notes\n- outputs\n\nYou already have task folders, but this could be more standardized.\n\n### B. Deterministic phase machine\nNot full Case, just a minimal version:\n\n- shape\n- explore\n- implement\n- verify\n- review\n- summarize/learn\n\nImportant part: **runtime decides next phase**, not vibes.\n\n### C. Evidence gates\nThis is probably the highest-value steal.\n\nBefore calling a coding task “done”, require markers like:\n\n- tests run\n- manual scenario checked\n- review pass done\n- proof artifact attached\n\nYou already care about validation. Case makes it operational.\n\n### D. Repo onboarding memory\nA structured repo profile:\n\n- commands\n- test command\n- stack\n- conventions\n- architecture notes\n- verification strategy\n\nThis fits your memory system well.\n\n### E. Failure -> guardrail loop\nWhen the same failure repeats:\n\n- update playbook\n- update repo notes\n- update prompt rules\n- add script/check\n\nVery aligned with your current doctrine.\n\n## Are you extending Pi in a roundabout way?\n\n**Yes.**\nBut not necessarily wrongly.\n\nYou are doing 3 kinds of extension:\n\n### Direct\nReal Pi extensions in `extensions/`:\n- subagent\n- questionnaire\n- session-memory-dispatcher\n- session-switch\n\nThat is straight extension.\n\n### Sidecar\nScripts and services around Pi:\n- `pi-loop`\n- `pi-job-*`\n- dispatcher/analyzer/sweeper\n- Telegram session tools\n\nThis is extension-by-control-plane.\n\n### Externalized platform\nYou pushed some core behavior outside Pi into:\n- `agents-database`\n- local services\n- docs/contracts\n- repo-level operating system\n\nThat is the “roundabout” part.\n\nNot bad. It may actually be correct because some concerns **should not live inside Pi core**.\n\n## Is your Pi setup fully a repo yet?\n\n**Partly. Not fully.**\n\nWhy “not fully”:\n\n- `settings.json` has machine-local paths:\n - `/home/sebas/...`\n - `/mnt/rpi/dev/pi-telegram-sebas`\n - local extension refs\n- live services/config outside repo still matter\n- behavior depends on local installed packages and runtime state\n- some durable logic lives in sibling systems, not only `pi-config`\n\nSo current state is:\n\n> **repo as source of truth for much of the system, but not fully portable/reproducible as one clean install**\n\n## My recommendation\n\nDo this, not a big import:\n\n### Keep\n- `pi-config` as personal control plane\n- `agents-database` as canonical memory\n- your existing Pi extensions\n\n### Add from Case\n- minimal repo profile schema\n- minimal task/run schema\n- evidence gates\n- deterministic coding-task pipeline\n- retrospective failure-to-guardrail pattern\n\n### Avoid\n- vendoring full Case\n- mixing its whole CLI into your base setup\n- turning your personal system into a PR-only product\n\n## Clean framing\n\nYou are building:\n\n> **a personal agent operating system on top of Pi**\n\nCase is building:\n\n> **a PR reliability harness using Pi**\n\nRelated. Not same.\n\nIf you want, next step I can do one of these:\n\n1. **feature-by-feature matrix**: Case vs your current stack \n2. **concrete adoption plan**: exact Case ideas to port into `pi-config` \n3. **repo audit**: what blocks `pi-config` from being a fully self-contained GitHub-managed Pi setup", "textSignature": "{\"v\":1,\"id\":\"msg_0af5c3e2bf36ef84016a1caeb857cc8191bb6e9049ce3f23bc\",\"phase\":\"final_answer\"}" } ], "api": "openai-codex-responses", "provider": "openai-codex", "model": "gpt-5.4", "usage": { "input": 729, "output": 1507, "cacheRead": 25600, "cacheWrite": 0, "totalTokens": 27836, "cost": { "input": 0.0018225000000000001, "output": 0.022605, "cacheRead": 0.0063999999999999994, "cacheWrite": 0, "total": 0.0308275 } }, "stopReason": "stop", "timestamp": 1780264631355, "responseId": "resp_0af5c3e2bf36ef84016a1caeb76e788191a27bb30c295a433e" } }, { "type": "message", "id": "6f3a6297", "parentId": "51d4ccdd", "timestamp": "2026-05-31T22:20:26.007Z", "message": { "role": "user", "content": [ { "type": "text", "text": "[telegram] store this list as todo in the file system and dont tackle all at once (use any order you wish)\n- tell me if we do have a todo system for slow no loss task tackling\n- tell me how to better integrate the sidecard parts (if they should. Or suggest another way to make the qhole system portable in case anything happens to this machine)\n- tell me if we have a way of tracking extensions/helpers usage and success rate (lr suggest one)\n- suggest improvements to task folders\n- plan how to create the deterministic phase machine \n- same for evidence gates\n- the extension questionnaire is for clearing intent? we did implement something like that lately, but it never triggered yet" } ], "timestamp": 1780266026006 } }, { "type": "message", "id": "6c394ca3", "parentId": "6f3a6297", "timestamp": "2026-05-31T22:20:32.149Z", "message": { "role": "assistant", "content": [ { "type": "thinking", "thinking": "", "thinkingSignature": "{\"id\":\"rs_0af5c3e2bf36ef84016a1cb42c80b4819194d2309de74d9a0c\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABqHLQw4GX-BMTHMBbH2mNKWyP8gq9s8I0QE3_metUMSXVDyh5T_H3HQBF_vmpsVeq08-_NKtUT-08blCcXxiVeZxMkSkyl5NR_DtsL21HRgUWOpkkV5oTH-48JuMoOPWn2sTd-gvQaRuEkNsS-fWebExnKcz8sMC_1_AJtjnHOcjk4Dh77AK_kquUxJ_Wn8JK89FVX8tuCSBQ2iT5FI56-5fto_15IGBoNVhuso8S6vad3FM_7jSvhbM2dWHKPzBodvj3geanq2HJY-ipxPeKbLIXEj_5OnLftx79HCP-754X8ONXW4WGJ2pBzUYG1HpEGeyW08pftpbvmBre8O-HVSANYtDUCOXDCQBPw18_Q1A7_-PP2hV17zvLSs7Z8mPzMwy1vf1CRlgmqL4cxYkrHBHl2DDfyAYmZe-UKRSFZUGHoYVIIOTtsUk2TQDVZQItzWIlY0HShwMJV0ygIyyep9zsdYordIQ5ekhXNcun0IZ4MrQej5m2SqYAHiawAnAAeLgm4MbxLNWjVgykf109GXAtpscbrPxqwkU92x3pUPR96Or8lRijixpOk8HXMr7qN0icE43vjJT6ypJtoCo-SriqsCNCr1r2Zb0nNUF6-9EJXb1HVCStmJw2xfLQLbyy9fw0HKhbpGSqKIxHC2hafYqT8wo1b-NHruzA33uL078CsRA5cgDG9H-93tvdyaW1io7Putg6mtD1-9jOyyqz49yHcO-3-WEG-jdoYUjPI-FSJuwklvE9R3EsR3zyhn3ojx0klVUbGZpuId-tKFThZrtJzWK_qGUzkw_TE7vs2WvJqgqPg3GbKvE1ZV2X7MXxvvJPro7VEAF3sCUsjgTiKXzc9m52ln3Uu9BsT2BuFk-8Wu9dYSKh6KUGKLh4SqEiaQZggLWypmCowynub94cZNEcjr63wzKMMlumdGcKLZSLKxbfBSGyCLtObjHeZC2BXEFYGGE80qBjS1qZi1rxw5vKRzNqfiRP-Q-sPgJhVJ7zghixKA0kvr24D8EoGP2m9m9rDBmKs3LB0Q__Fwr7f_K26tkiZUYbMrgZ9SVO8YWSTKcy-WGYfRVFf916IBhgnX9LHil0JxamuS_WiSjTDQwgYDp2BnMQQFKpMPOd96lLEXbnMR82cDzO0EAoT2zcWg-5xNJNrYtsea5VZ3vRwGDTKTnobEBXDAiekdGjnSXp24tpYoF8gsmPq4lH4rMxWZVPGz_VhOQLqBANBExrv9uxoSBocOiXCIQKf7N5NE4FnCUZjV78F6qSeuVAnr7l2yZBnIjarwj5wkzUXlm32GQTRB5Kf7Nc2Kaeo0eHU1yhnqXGCECoxSMzozvQOy8gm3MAFY2fC_sG5vUk1Xg1eCGUp-YtNLE-GHCn4icmoK6uecHFaQqhTZt9M07CvVyjxFdnsu6IIKOa5mEg9bBQ53KCjcZp4n7DwXGdHdint-uOv3o_xjXwBCLgYxgvLgJhwQvJHRcrr56nvU1AlHQ3DAZ6djAktry8Iu9AgCBY4IBTp3lShAx6Whu5071HSg3VjRAKA1Jr_vRRQgI-UsSRkLEfYRstWGc62YVNG6JxT-PxlmCE=\",\"summary\":[]}" }, { "type": "toolCall", "id": "call_jD1xFQktmYhyeJIj7UbC7vc0|fc_0af5c3e2bf36ef84016a1cb4301830819193b8b515edeb7b9d", "name": "read", "arguments": { "path": "/home/sebas/pi-config/docs/TASKS.md", "offset": 1, "limit": 260 } }, { "type": "toolCall", "id": "call_ag6IUQwliOtxzo8ZPcLCVHwU|fc_0af5c3e2bf36ef84016a1cb430183c81919ed6a1aa3b045118", "name": "read", "arguments": { "path": "/home/sebas/pi-config/docs/BACKLOG.md", "offset": 1, "limit": 260 } } ], "api": "openai-codex-responses", "provider": "openai-codex", "model": "gpt-5.4", "usage": { "input": 27295, "output": 196, "cacheRead": 0, "cacheWrite": 0, "totalTokens": 27491, "cost": { "input": 0.0682375, "output": 0.00294, "cacheRead": 0, "cacheWrite": 0, "total": 0.0711775 } }, "stopReason": "toolUse", "timestamp": 1780266026010, "responseId": "resp_0af5c3e2bf36ef84016a1cb42a70408191859db8183566eaff" } }, { "type": "message", "id": "7ddb9b89", "parentId": "baa0036d", "timestamp": "2026-05-31T22:20:37.139Z", "message": { "role": "assistant", "content": [ { "type": "thinking", "thinking": "**Organizing tasks efficiently**\n\nI need to add a new backlog or task item, possibly BB-006 or T-004. Since the list is concrete but needs multiple analyses, I might create one task that captures this. I should store the list as a to-do in the file system, tackling it in any order I wish. It seems actionable as a task queue. I'll check if the task folder exists for numbering before creating T-004 in TASKS and workspace.", "thinkingSignature": "{\"id\":\"rs_0af5c3e2bf36ef84016a1cb43184408191963674e2597bd2fa\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABqHLQ1RGEl67EVV-L4pGcoB6KHZFVnqPXR5xwWcCdSp8gKMDOjFVakMIjAWujWDq1xtqrPAeDKmAAtuch8U4awZyfTQ2BkTACPvg_nTKGuxXR7nQ2i6kDshyS2AUFvdlsLWnSfRSLsp9vlu_qXvFLXs-knXnSYQJsN2diJSC99Z3xi8yGSsRYSzkUYPg_d8364Mcc_f92qbuDGG4t4M_KRnAkcdXS9-bwuCkIqHBOUNmD1nS1lc53f7Q1GMGxXmaOJS0pIjj9CTFylzisS3VgaMb2j3Iq0XM1Irq9SPzIO7XhwNti1-JUe1MhitmYXO0ZOr9XPrGBXdue7ahQ4vHIL95FpGIQY6Gft-K8Jbk0slwsakUNwY37TY5pDVMslqsa3cQQAj5rQi8WXlDEADOetx8p30FJtfiPpcB8g5vDsYIfh0RtTJkXtTCXhA-EJQB_1PkHwuhDMPnKWM2cISpnG_ECEq7rbUVhvzz-f3lv24r5GVBxwUFsZm6AFtj3yc6fhaPncJa4QS0OoDUINOiD9YZkdXfNxSW02As3vNAOGmxLsNYGuM2dZ7UifSzfTMGB6aUC7OpiJ_F2ULsqMlW3G0AloIdL8YoYC_FQjfOtvHzFpnyhlRunFSSiTHP7hM4Ni8pF95tNF844XFz8KXaXIj_9CUq40kD-4Ys4qojnjGf0gr_kjjaQ4nLrKItJldTHhWH-DJVP9p01-QyOHcIRiqUSvC_XrcMPmyrEzmYfIBwJmJ0idRl-rfuDjmqXBPqEC73n5hiGtXZIEcnucMC69l4FShyCHDgc9mwU7l_f5EdXIMVdkN5ScaDz4rM7OsxZLe1SP1jh0XlpMI4nfcuTUos3fR4KkzbfCasxGX27jHYA2Cd5PhLlQJzT9uF_rNeyIGr5Z2jRnYBJ59un0khjtj8QBmbgjUqB7po95G-8ubeeC2dycLfwxj3RvcWKQhK9Fx2Ll_n7ilqLFCPfmPj3S8tkTQvjCruo7xKU3jY-EEcuJGlWGKmlrkOIwrIqhfR5gV4aiD8jA20lOW-uuRTcxYzJWrQyQiwpfwE42gihF3Q2OiOOu2zcs3hmhU3HDvnpNcSXZDXGRDH1FFmkfiMGi0Pjq8M96BAIZfFkYKlzsJlA_Ofiy9bi5t25zHjHcZ1tiBZLkUmI8rHr2D1LJ05w44IEUutY_cbqlKeordjY0e9r7ePZpvuTIXthgopdGTn3O0u7KLqONxoHgCeX4_pue9_SOhraEIpe2gKKX4DyikbA9HbA0P-eiIUwZVh16wUsvO8cWoYYLU0GOG-PY8irTGd6SHOpLVs21Kuu65cjhdM8iSWQqgYTGFTWf7UJtYHNIkVZXO-Jtx2kBlE9UKi4R73vsB_yC2m9Vt1O1FxfB4Sc3akdl-8sENaB2o8kwYHMspMTX1imVhoJpYxT_vz9kV-MUaoAPdeTKLlwOHPPUKBzJ0HwHFcVdK6DzruBhvSU2jTqHre4GMsP6FZYWZcF0o0KHZx3ERqnD8C8e94Asv3K0KjiXLkWmQLUQXBoSTFIvcxZKGwUX9epP_Q0whWOvjczh2A==\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Organizing tasks efficiently**\\n\\nI need to add a new backlog or task item, possibly BB-006 or T-004. Since the list is concrete but needs multiple analyses, I might create one task that captures this. I should store the list as a to-do in the file system, tackling it in any order I wish. It seems actionable as a task queue. I'll check if the task folder exists for numbering before creating T-004 in TASKS and workspace.\"}]}" }, { "type": "toolCall", "id": "call_L5jQJvZLbTP3GOlLjRFn1jVt|fc_0af5c3e2bf36ef84016a1cb43512f08191814a36522733dc9a", "name": "bash", "arguments": { "command": "ls -1 /home/sebas/work/tasks || true" } }, { "type": "toolCall", "id": "call_xUM2oA1oWQy5KkcHWmiJTVQP|fc_0af5c3e2bf36ef84016a1cb435130c8191a86a5cb32ca19f4c", "name": "read", "arguments": { "path": "/home/sebas/work/tasks/T-002/README.md", "offset": 1, "limit": 220 } } ], "api": "openai-codex-responses", "provider": "openai-codex", "model": "gpt-5.4", "usage": { "input": 1598, "output": 183, "cacheRead": 27136, "cacheWrite": 0, "totalTokens": 28917, "cost": { "input": 0.003995, "output": 0.002745, "cacheRead": 0.006784, "cacheWrite": 0, "total": 0.013524000000000001 } }, "stopReason": "toolUse", "timestamp": 1780266032156, "responseId": "resp_0af5c3e2bf36ef84016a1cb43042548191a94b4210cf946619" } }, { "type": "message", "id": "c5808e7a", "parentId": "c4804f49", "timestamp": "2026-05-31T22:20:48.044Z", "message": { "role": "assistant", "content": [ { "type": "thinking", "thinking": "**Planning edits and documentation**\n\nI need to edit the TASKS and write the README. Additionally, I have to answer a question regarding the todo system, which I definitely can do! It might be a good idea to mention that it's saved as T-004. Okay, let's get started on this! I'll make sure everything is clear and well-structured, so it’ll be helpful for anyone who looks at it later. Sounds like a solid plan!", "thinkingSignature": "{\"id\":\"rs_0af5c3e2bf36ef84016a1cb4368e848191b9cf1fadddfc8fab\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABqHLQ44fleQqYCcO0ukzRXW32qqqFWa0BwPt7-BkkusgFlOxWZVhBS1iSKTNwOf0t31utSitvkhPvkz8PeTj_MHD6waRdcctRHrSZvonxuuJpUYYtbznNDVeBNunbRMevenNF9v7mOeDM96wzUhDAywjvegNh91MpX_dODwylZCmwHxKI4k2_rqoKA9l-5p8ItUcXIfzz_Mi5Aqv3KlebBWvG4cLs7jl4iggpVRZzmcD8UIkdpiNmvaoGhSeio1wE7KQ_qY2_DCXoUrxJKZVwt0FdvufO_-poYlPmB2FISh_GgtaZWfy43K5bfLry2gmJZ15cG9BbAbxylkB9AmvJUHHoVD_Xqsmgux0gWa9oLpVLTqWxx92VEHoyUpldCcDHZr6i1EyYvSA0oVe2XOcMkunA1qjX_Ksb2BYPM2_TIgmVcF7pn57nLNrsSHC4VAlHu2RjNHwW6uRDl9pdD7_bZvUtxH02WuTViuwN3KqOwTyQd3uVWvNsPEv2ibAJKIHjAbPUQ9V1GonB-2oU1UPTDeUmKGtQ0t2mBM9tsz7l5q6B3PZQAeiIbJ4OA_663Afw3sUNWdJFgvtAEZA8De9uVJFjI5FW6NtIFNRucJ7KEKFBpiHYcmt8dVQnbN2UzC0SKL7wEFSaOvWbuTdNuYp2VtX3z8t_ZeqfzLqy2ObcFZEZ1ApZVoILQeFQUZFg0J8pcl0DgGhcoL6cJSO4ZXZh_6925ZZkHvnj88m3CsnuxU4U3wvDwLp9EbAJmpMO45zYvu0fRikKiAi8-qd79WvGIVbXGsGn0-Xx6e_EXF9xV5UnlV3huuVGidF5g9RG3W8l4wAcdzfsZn0b_Df0eZBt003txYr3N0DbL2K7Bh9A2S01sdRSJbemQMCIJyqaRpqaeb1vjhpBbtekdNX4aa8uTz9byfnFIK1AcD9RsyxYxc5vfKV-avwsAN45CqzWiVtBoTmzDpkuV3G9Hroqqoqjoy0B2LOdQiQ2rpO5MboQ995Ya8Oge_sxODjDUz_Yfb0wqrkJO0nsL0QwZ67sudUDJQVQHBsabFGGS7epXvVqAHQKfrtqY0CjLu-zpiYMLjBZK1YkX\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Planning edits and documentation**\\n\\nI need to edit the TASKS and write the README. Additionally, I have to answer a question regarding the todo system, which I definitely can do! It might be a good idea to mention that it's saved as T-004. Okay, let's get started on this! I'll make sure everything is clear and well-structured, so it’ll be helpful for anyone who looks at it later. Sounds like a solid plan!\"}]}" }, { "type": "toolCall", "id": "call_wGLIVPhTuUmUJ4M43RrGznGN|fc_0af5c3e2bf36ef84016a1cb438e4b88191b6ff6e1bb418c6af", "name": "edit", "arguments": { "path": "/home/sebas/pi-config/docs/TASKS.md", "edits": [ { "oldText": "### T-003 - Apply offline/navigation patterns to local nginx surfaces\n- status: `queued`\n- goal: apply the BB-002 pattern set to one local nginx-served surface as the first rollout\n- source: `BB-003`\n- workspace: `/home/sebas/work/tasks/T-003/`\n- next_step:\n - choose the first surface, likely `/portal/` or `/calistenia/`, after T-002 is documented enough\n- notes:\n - depends on T-002 being solid enough to guide implementation\n", "newText": "### T-003 - Apply offline/navigation patterns to local nginx surfaces\n- status: `queued`\n- goal: apply the BB-002 pattern set to one local nginx-served surface as the first rollout\n- source: `BB-003`\n- workspace: `/home/sebas/work/tasks/T-003/`\n- next_step:\n - choose the first surface, likely `/portal/` or `/calistenia/`, after T-002 is documented enough\n- notes:\n - depends on T-002 being solid enough to guide implementation\n\n### T-004 - Harden pi-config into a portable agent operating system\n- status: `queued`\n- goal: turn the current notes into a staged plan for durable low-loss task handling, better sidecar integration/portability, usage tracking, stronger task folders, deterministic phase machine, evidence gates, and questionnaire-trigger intent clearing\n- source: `telegram 2026-05-31`\n- workspace: `/home/sebas/work/tasks/T-004/`\n- next_step:\n - process one subtopic at a time and leave durable notes in the task workspace before promoting any implementation work into separate tasks\n- notes:\n - requested subtopics:\n - confirm the existing slow no-loss todo system\n - evaluate sidecar integration vs portability strategy\n - inspect extension/helper usage tracking and success-rate options\n - suggest task folder improvements\n - plan deterministic phase machine\n - plan evidence gates\n - inspect why questionnaire/intent clearing has not triggered yet\n" } ] } } ], "api": "openai-codex-responses", "provider": "openai-codex", "model": "gpt-5.4", "usage": { "input": 874, "output": 513, "cacheRead": 28160, "cacheWrite": 0, "totalTokens": 29547, "cost": { "input": 0.0021850000000000003, "output": 0.0076950000000000005, "cacheRead": 0.007039999999999999, "cacheWrite": 0, "total": 0.016919999999999998 } }, "stopReason": "toolUse", "timestamp": 1780266037153, "responseId": "resp_0af5c3e2bf36ef84016a1cb43538d48191b637904888892cd5" } }, { "type": "message", "id": "a04eeefb", "parentId": "e2d24195", "timestamp": "2026-05-31T22:20:54.830Z", "message": { "role": "assistant", "content": [ { "type": "toolCall", "id": "call_NsaSDLZWtyJMGkgqUY5kyyuo|fc_0af5c3e2bf36ef84016a1cb44270448191a3b53ee0361d3e21", "name": "write", "arguments": { "path": "/home/sebas/work/tasks/T-004/README.md", "content": "# T-004\n\nTask workspace for hardening `pi-config` into a more portable and reliable agent operating system.\n\n## Goal\nTurn the current note list into a staged plan without trying to solve everything at once.\n\n## Source\n- `telegram 2026-05-31`\n\n## Requested subtopics\n1. Confirm whether the current system already supports slow, low-loss task handling.\n2. Evaluate how sidecar parts should integrate, or propose a better portability path if this machine dies.\n3. Check whether extension/helper usage and success rate are tracked; suggest a design if not.\n4. Suggest improvements to task folders.\n5. Plan a deterministic phase machine.\n6. Plan evidence gates.\n7. Inspect the `questionnaire` extension and why intent-clearing has not triggered yet.\n\n## Working approach\n- Take subtopics in any useful order.\n- Leave durable notes here or in linked docs.\n- Split concrete implementation into new tasks if a subtopic becomes execution-ready.\n" } } ], "api": "openai-codex-responses", "provider": "openai-codex", "model": "gpt-5.4", "usage": { "input": 905, "output": 247, "cacheRead": 28672, "cacheWrite": 0, "totalTokens": 29824, "cost": { "input": 0.0022625, "output": 0.003705, "cacheRead": 0.007168, "cacheWrite": 0, "total": 0.013135500000000001 } }, "stopReason": "toolUse", "timestamp": 1780266048080, "responseId": "resp_0af5c3e2bf36ef84016a1cb4402cc88191a1b7c07a32a86f4f" } }, { "type": "message", "id": "cd45b0d4", "parentId": "9347a455", "timestamp": "2026-05-31T22:21:02.111Z", "message": { "role": "assistant", "content": [ { "type": "thinking", "thinking": "**Considering task creation**\n\nI’m thinking about whether I should create a to-do task for the current session. It might not be necessary, but I should mention that we have a to-do system available. It feels important to keep track of things, but I wonder if it’s essential to store this specific task. Maybe I should just confirm that the user knows the to-do system exists and leave the rest up to them.", "thinkingSignature": "{\"id\":\"rs_0af5c3e2bf36ef84016a1cb448feb08191946c1aab8cc08efc\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABqHLRKKww6CKZ1TzcZrDpGREehV4j6nKzmfMjMF5dRYdDn5W1Bp3Qu8XNWrqO-tjzJ6gTX99ijhf9BfPuJR9e0SuCF-C0w5Hn2tVH4c74JIRtzdWHldmUNVnrIBNl23wV5yNFbBKZKGOeeyhQkmYUtheF8GkEzTgjvZ3N1MVXoQr5eJ2CEI5uRYENCsjZTVJrgWmrZOFBotYa8nnRP9s3AphacTP5thF0jhx1Z2IO9aYXWBaJ1DsRXBkOMb3rDqkXxpy-yboBJlz3aUclU-B-PVv4D04sDRdY23my9T3OzndvOOJZLKHeVwpAkvZ8gAdt1pe9ciVhRZaZ2fQBcRNovQ9alLox0f42zaxrKv6q9jLfcqvrtuBrJfuX8QWbxaIYjuWG9CUvMHAHoQC1GbNiEemffhIHDjpzqkbLjC8_cR5-QHDrhbcFNjLzUYR9OXAHpXKBb3rJrffeKNOHKGZsPpmINt9XGmIGwqYj1qGbwBIW6WN4_s8WOhrHMu2MJUnA7q7xUn8650tHcGqRNrcBNXLTRgokMYam3Aopc_zHRDMOlnd78H8_T5I-1sb8O02lo9WroC6nECF6opC8AUt3zSzkzyVsSZIAZwRGDBZCi7Jqir8WyIZjpxylD-MJCRAiPfYIYod8Gg5-4CUJkLjTH_53S4TWqPQj3tl5WHH9f4kj2USZ0FmeD1eSiM2sUw-earfon6iUrxSmFDah8h8txftDwd899VxHnzwts7y7LecSV_vzJaPnmo2K6xiKPtbbpfgCHQm2r7o8IwKsonM14woyBzf4h7GbmBJ9hWoYMYm7xQhii3gH_CBqUbGsyQZ2cPb3ADvTgQ071qNQIypmHCjrlhTVhAU7qDyn1fFl61sIMqGKlXzUTuIZA-pCYsqV797HnBwpBZfnwSy0IWc3BBdYOs7OQXojGaw67FlWJePH7uhZoZiYo5RjFlkoEIK8pFUeH5EPwE2BwywJT9GCd4wRpLEhIpy4UJdmCEZxwiaZJU140WHCsypbupcPXkxMpvh5UN695J3n221RVrVYCTB97-F-Bb0T5iYfgu6kzWQ09_idk7dOICvys7TtwGdlDytStcO-N8tg5nzowWtBD7jA7SQ==\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Considering task creation**\\n\\nI’m thinking about whether I should create a to-do task for the current session. It might not be necessary, but I should mention that we have a to-do system available. It feels important to keep track of things, but I wonder if it’s essential to store this specific task. Maybe I should just confirm that the user knows the to-do system exists and leave the rest up to them.\"}]}" }, { "type": "text", "text": "Stored.\n\n- Added `T-004` to `pi-config/docs/TASKS.md`\n- Created `/home/sebas/work/tasks/T-004/README.md`\n\nSo yes: **you do have a slow, low-loss todo system**.\n\nCurrent stack:\n\n- `docs/BACKLOG.md` = fuzzy/research\n- `docs/TASKS.md` = concrete queued work\n- `docs/DONE.md` = completion log\n- `/home/sebas/work/tasks/T-xxx/` = notes/artifacts\n- session `todo` = live short-term only\n\nYour new list is now in the durable filesystem queue as:\n\n- `T-004 - Harden pi-config into a portable agent operating system`\n\nI will **not tackle all at once**. I can take them one by one in any order.\n\nBest next order, probably:\n\n1. questionnaire trigger gap\n2. usage/success tracking\n3. task folder improvements\n4. sidecar integration / portability\n5. deterministic phase machine\n6. evidence gates\n\nIf you want, I start with item 1 now.", "textSignature": "{\"v\":1,\"id\":\"msg_0af5c3e2bf36ef84016a1cb44ae120819196c162610a7e245d\",\"phase\":\"final_answer\"}" } ], "api": "openai-codex-responses", "provider": "openai-codex", "model": "gpt-5.4", "usage": { "input": 668, "output": 259, "cacheRead": 29184, "cacheWrite": 0, "totalTokens": 30111, "cost": { "input": 0.00167, "output": 0.003885, "cacheRead": 0.0072959999999999995, "cacheWrite": 0, "total": 0.012851 } }, "stopReason": "stop", "timestamp": 1780266054834, "responseId": "resp_0af5c3e2bf36ef84016a1cb446f4cc8191aff1bc9018044847" } }, { "type": "message", "id": "0b99b95c", "parentId": "cd45b0d4", "timestamp": "2026-05-31T22:25:47.986Z", "message": { "role": "user", "content": [ { "type": "text", "text": "[telegram] y" } ], "timestamp": 1780266347985 } }, { "type": "message", "id": "a5ed5edb", "parentId": "0b99b95c", "timestamp": "2026-05-31T22:25:51.097Z", "message": { "role": "assistant", "content": [ { "type": "thinking", "thinking": "", "thinkingSignature": "{\"id\":\"rs_0af5c3e2bf36ef84016a1cb56d2d008191a1b749b229d70b3b\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABqHLVthS3Qqe3FD44N9RioY_HiADwfHfZrAoJEuReCkzsrn9oRshhjG2c3vKjRC0yOzcHkEKuWJiUX5VtdiVWDVcydYwRzhD83BX6aIBmKQUEmhy4PvtNUCzEi4k8JkcfpUCcwwGaLtdMzpJ6IE7z-ptqucxJA4uM4-6Y8xjhVh45rxaPGnow9Fha6EdkAWdmOhvM04OMN_p7NW1AEO4rFuWHT5UiBA33KU_p283mZLmiyGFkrThPQLaabJgCPLbDUsJTdicSV5pwYKlKZ7HJQJkPYjOMXYBikugb1JbkSiwq97EBuKEWJrL44Y-GKybCmmesHyGxu3Hl1kkkeP7c0Hhr8WGCuac_OdpuV795Wa64FXMkf0k-2x_qUMArxma-v24jYtDQlEmkHRpOaoWWUiw9ukyygjcr8UlE7dLSvcTMFa2UldkuRaTejfoWOwVbdNHdbSQMfp5t7L_yRAjr70WV_svYo8NkGVjO8gfhssVIgySTlaoUnyQxZZ1ymfqPSLCBWuWEvii6uFGNHAfSJp70qx27YzVBzGtw5-AKDGPjnkW1YGB6-C997M7T5P1LXibDuu40BkRCFiYThffG68-66a3fI6WNGnfH6Qbp5mCWbOwed_VB48WyzARTbBquv9mP9d7jReSgqR3lPFQ2t7K66r6Y4KOYfSFowsWyA-SvDicm5EIbun4C3FH6wdb1ShrOZ5acjDmXUQHyPkzcDdEwBVoTyfko0FEFeen6Tfsj0-4haV5LhnkXB2E98hZAz_xep89PCM_Tk6OSFg1jFTLvq4kszp9X-t0D8coS7wFqi6CQI43eKzFNig8Ws7Bx_OWUCOTG1Bxezd-3RM36XMDkD3XvkOeWU4lxbIzkyejgdin-h9e7xSIwJXtA8YcEBr6273vp_csERnBGI9eTY9kjP37kDn25JvxhnOf4bpzeiMXoFgb9syqa-La-t6uQa-15y\",\"summary\":[]}" }, { "type": "toolCall", "id": "call_jgqdmkBGIZk1SzrvjbNyqIZu|fc_0af5c3e2bf36ef84016a1cb56dda8c8191bb5e5e06abce31d9", "name": "todo", "arguments": { "action": "create", "subject": "Investigate questionnaire trigger gap", "description": "Inspect how the questionnaire extension is loaded/used in pi-config and why the intent-clearing flow has not been triggering yet. Leave durable notes under T-004 and report findings.", "activeForm": "investigating questionnaire trigger gap", "status": "in_progress", "blockedBy": [], "metadata": { "parent_task": "T-004" } } } ], "api": "openai-codex-responses", "provider": "openai-codex", "model": "gpt-5.4", "usage": { "input": 2699, "output": 101, "cacheRead": 27136, "cacheWrite": 0, "totalTokens": 29936, "cost": { "input": 0.006747500000000001, "output": 0.001515, "cacheRead": 0.006784, "cacheWrite": 0, "total": 0.0150465 } }, "stopReason": "toolUse", "timestamp": 1780266347988, "responseId": "resp_0af5c3e2bf36ef84016a1cb56c15508191b8c80bde797c8c0d" } }, { "type": "message", "id": "e94fac3c", "parentId": "7e8980b2", "timestamp": "2026-05-31T22:25:54.240Z", "message": { "role": "assistant", "content": [ { "type": "toolCall", "id": "call_YvNsp5a1NL8mC91L9Mu70vLN|fc_0af5c3e2bf36ef84016a1cb5722dcc819180e9c25c46333205", "name": "bash", "arguments": { "command": "cd /home/sebas/pi-config && rg -n \"questionnaire|intent|clear intent|kickoff|Objective:|Done gate|questionnaire\\(\" -S . | head -200" } }, { "type": "toolCall", "id": "call_IUvQqm1OHgqbccmvqDpW1peH|fc_0af5c3e2bf36ef84016a1cb5722dd88191b258e2b6a3c248d4", "name": "bash", "arguments": { "command": "cd /home/sebas/pi-config && rg -n 'questionnaire' sessions scripts docs extensions AGENTS.md README.md settings.json -S | head -200" } } ], "api": "openai-codex-responses", "provider": "openai-codex", "model": "gpt-5.4", "usage": { "input": 262, "output": 118, "cacheRead": 29696, "cacheWrite": 0, "totalTokens": 30076, "cost": { "input": 0.0006550000000000001, "output": 0.00177, "cacheRead": 0.007424, "cacheWrite": 0, "total": 0.009849 } }, "stopReason": "toolUse", "timestamp": 1780266351101, "responseId": "resp_0af5c3e2bf36ef84016a1cb56f35288191860a47b879a77941" } }, { "type": "message", "id": "248ab838", "parentId": "fb35da41", "timestamp": "2026-05-31T22:25:58.176Z", "message": { "role": "assistant", "content": [ { "type": "thinking", "thinking": "**Considering extension settings**\n\nI need to conclude that the extension exists, but it seems there's no auto-trigger hook set up. I'll inspect the settings and see if the package loads include a questionnaire. It’s possible that the tool is meant to work manually by the assistant rather than automatically. I should make a durable note in T-004, maybe append additional details for clarity.", "thinkingSignature": "{\"id\":\"rs_0af5c3e2bf36ef84016a1cb573c0408191b6ff4095613957b6\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABqHLV1PxVFNSMzeN7NG2FJr8QayFOT2UaDWDeU8MY10Y93Pgv0SEXmZvJp_E3ppkjy3Wizc-5VXsI74wEAbJne070cW1SbIoJlj18YAsjdjv4JhbaXFdodtRb_R0e-uZSRpTdDkuT1sdTLgi7aWzA2fvdy99_f_TsRlUWhmsXJWGyKj_V-NarP6uNIUUKzaGYdRjvqEHRIAKGFNoPV4mqgQzIzn8HjgBE53A5IU0AtGPRAIj9pgIUhDQg0cIMFbSPJsIZM61WHR7EqUpvzCex1GkXXiE3eP6TJx1CecRwwuTmMcsKft6V3kOvXCEnPMa3yzbz_NUYIoesoMgEp2H8Xk2lnyCWieys8S24sVUmg7O9OVo0_I6_DPVbSVCSJcO9XY1MdoK37ahFkXkjL4b3KcV2JodVuCQ9MkLj2F4vxCoufury1cRQEBUCacRQsWCFSGiMfRHZLD-OCPLyqCfjqfeLE2Xjsf_blKO3_vwunUeTc18vFqkAMIYYIEowm4sHBROYxHVUDU3oPDLSH2hbZfnVAtumSHlBYM9w8JjyoJuxbyB3QbJp_jV4wq-eCpFxuPJvubnj53hfOlpFT2FOfWTJ9pHSq5YrRZ792SAlPT3w3AQ3aCuUkjUpReemWUhc5ZjDNFWUe55Q8E7lGHRybrc7aiDvn0W7QmDMSrayk6arL8d0RJvou-1nYkWN-4xvNfhxsdhFhPPJXo1AS0tqXk_MV0qcebO2WWPVFkgbL2qkqDjLcV1MZpdqgxA_2mwfvE-1hzAJ_sdbcnzJwsXVdrLKfemEuJDHFdXsNzd7jWUYZ9rwdYLFT9Dle6fiuRiFxHoxZ7QJUTxKpqUPJdSRKIwab9qC6P9SjYSlHJhoqL6q9gWn5-iejCLChiMJ02P1ee0TABfYMeXZHIB2IS3XJRA7DBgGD1bBz5bw-RGnkeqG72hr_d3JfybPqEHUIuN0BN4cUPQ08okM7AJormyuq2U2y1ru8Dv07NhulgUy7Tg7cq2yachBikdTZtyQdxw161HEMkNzRxgZptAuoJllYG1-rz3MiDTRidaJBxIZaE7K-8YE1nbeuFgSEVQ9B2vLhGxbkss76aBbIWb0dQSi0bJIGRFm14mp85zXKnR-GbG53rv1DaS8d0s1_NC1WzDG5EJfMZcxgc3FlAnNlRQD4z3-OdtG3WMQRnfR6XZuv3vTzqcQUB7KEmxyuO3OGgM-dAlaRCyRNxQ0m9Lai4iAQwSinQZ5zbp0jORMIlv1_vIP7lC_8DQuyP1Ds2_vuOm14YM2y\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Considering extension settings**\\n\\nI need to conclude that the extension exists, but it seems there's no auto-trigger hook set up. I'll inspect the settings and see if the package loads include a questionnaire. It’s possible that the tool is meant to work manually by the assistant rather than automatically. I should make a durable note in T-004, maybe append additional details for clarity.\"}]}" }, { "type": "toolCall", "id": "call_FdCTuT2j9S6gtlfm4jsDSs97|fc_0af5c3e2bf36ef84016a1cb575f1e081918ea36b949d486499", "name": "bash", "arguments": { "command": "cd /home/sebas/pi-config && python - <<'PY'\nimport json\np=json.load(open('settings.json'))\nprint('\\n'.join(p.get('packages',[])))\nPY" } } ], "api": "openai-codex-responses", "provider": "openai-codex", "model": "gpt-5.4", "usage": { "input": 17521, "output": 114, "cacheRead": 29696, "cacheWrite": 0, "totalTokens": 47331, "cost": { "input": 0.0438025, "output": 0.0017100000000000001, "cacheRead": 0.007424, "cacheWrite": 0, "total": 0.052936500000000004 } }, "stopReason": "toolUse", "timestamp": 1780266354588, "responseId": "resp_0af5c3e2bf36ef84016a1cb572b0308191bcd708f65d48e5de" } }, { "type": "message", "id": "99a8ca80", "parentId": "210f5fc2", "timestamp": "2026-05-31T22:26:10.044Z", "message": { "role": "assistant", "content": [ { "type": "thinking", "thinking": "", "thinkingSignature": "{\"id\":\"rs_0af5c3e2bf36ef84016a1cb5771f28819188c8a0b5c6f48cad\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABqHLV4M-9S_gEUZqqGvjyZ7unTXbZmvlxcgyU_Jfz4LWVcIWRLFsvcQCNU4O82XFyGos3K2NZHnLqqHOJT5-Avvg-FbF-ArWcJGzbM_osssmr26jC4oCx2Lr29Scnsxpl10ufU-bYE0T2Omev1JDRVZjIZG-akDLP_47zYu2r4EO_GTc7j0IMINvpuOTdwXG0ExsHeqdK17V8t9HMzSgbbKLDm3o4HiJh99T8pVzUPbc8JtxaWVqvYkF_xN_AuociO-tSSE5w_R7cVtEFJI2VHxXG9Xe-btYVNi53ffOGeOUdn6Pqk8ihjx_0WsZYLYc4nwkKs3jRMDgbuk7xwX96cQc1K3G6YH_jn6B62ufw0ErdGMLEqMKx_G0mzEp4UbtnSpmigyft910ClnBnuEXPp-pQSOG881ql9XObGR3UEuGuYvq5PLV3QhQBxK8ozVZtvG_-I1pZPrPrnjfRFDHttRs-57WhjWHZBE_x5UVu_nUhUYXbdnF1zyaZgYLF0v6G7W2HhZwktSKCyRnTB2zktGChly_46_-etCyI6wUAdLLIrT-Xdnv65oDmn3kG65vQslYNE1cVtI-EXfvKTzYVtQe-9m0i-KMSfaHM32t21OiaAKtiyIBpTSN0DoTrAqcB2tfNw27HhD3l8zRcI96bieorFzi2gq_T2yxsDwGQo5CPOjcnB25cyfUuxPWpeq08018R53JHle79q46-J2FZCOOpZjpkZnQ9z9WJo-UZ6Ue6QFkiIkD_ufEWMNYla94hOjg3bLZvq4qMWjX1unKON8mb5pOnCZQIPJqkHhPspeYiQ2L3YDWWMUGzgJUCc-kQyRmBM_p8ezpS-KvpHzJxcNjVuRQ1dzi4XQYlahzz7i05HgKHIYtBHZzTiv9AoRe4powppFiJp6g1GwCiu2ECkJL1JrdLbOC7ZEtKKGTG6pVNPgVHvsiFNb7Y1M0R0CO87x_I9fJ85pJpWBHI-hWL-jaVJgo1lsTWwqFeXbYqGIuPoZEgH8SOITX_IfmcFBkgljIBzbIaSbfAbt9FVkxU3zMWq-nMTyuNZu6Dl_f9gt91CsIGxGrhgf8_8VAaCSV25AjYe\",\"summary\":[]}" }, { "type": "toolCall", "id": "call_CNZcxMEWDibLyvaK5tmqKhvv|fc_0af5c3e2bf36ef84016a1cb578032c81919f370edb8832db63", "name": "write", "arguments": { "path": "/home/sebas/work/tasks/T-004/questionnaire-trigger-gap.md", "content": "# Questionnaire trigger gap\n\n## Finding\nThe `questionnaire` extension exists in the repo at `/home/sebas/pi-config/extensions/questionnaire.ts`, but it is not currently loaded by Pi from `settings.json`.\n\nCurrent `packages` list in `settings.json`:\n- `git:github.com/apmantza/pi-free`\n- `npm:pi-btw`\n- `../../../home/sebas/.agents/extensions/resume-hint/resume-hint.js`\n- `/home/sebas/pi-config/extensions/session-switch/index.ts`\n- `npm:@juicesharp/rpiv-todo`\n- `/mnt/rpi/dev/pi-telegram-sebas`\n\nSo the questionnaire tool cannot trigger because Pi never loads it.\n\n## Second finding\nEven if loaded, `questionnaire.ts` only registers a tool. It does not contain any automatic hook like:\n- `session_start`\n- `before_user_message`\n- `before_tool`\n- any intent-detection trigger\n\nSo it is a UI/tool primitive, not an intent-clearing policy engine.\n\n## Likely history\nThe extension was implemented as a reusable way to ask structured questions, but no orchestration layer was added to decide when to call it automatically.\n\n## Implication\nTwo separate missing links:\n1. not installed/loaded\n2. no auto-trigger policy\n\n## Recommendation\nDo this in stages:\n\n### Stage 1\nLoad the extension in `settings.json`.\n\n### Stage 2\nDecide desired trigger policy. Likely one of:\n- manual only: agent calls `questionnaire` when intent is unclear\n- guided auto-trigger: a small extension/hook inspects the task and prompts the agent/user when objective/done/exclusions/truth limits are missing\n- hard gate for some task classes: coding/repo work must lock intent before execution\n\n### Stage 3\nPrefer a small intent-gate helper over trying to make `questionnaire` itself smart.\n\nSuggested split:\n- `questionnaire.ts` = generic UI tool\n- new intent-gate layer = decides when to invoke it\n\n## Minimal next implementation\n- add `/home/sebas/pi-config/extensions/questionnaire.ts` to `settings.json`\n- add a lightweight `intent-gate` extension or command that checks for:\n - objective\n - done gate\n - exclusions\n - reality constraints\n- have that layer call `questionnaire` only when one of those is missing and the task is meaningful enough to justify interruption\n" } } ], "api": "openai-codex-responses", "provider": "openai-codex", "model": "gpt-5.4", "usage": { "input": 305, "output": 600, "cacheRead": 47104, "cacheWrite": 0, "totalTokens": 48009, "cost": { "input": 0.0007625, "output": 0.009000000000000001, "cacheRead": 0.011776, "cacheWrite": 0, "total": 0.021538500000000002 } }, "stopReason": "toolUse", "timestamp": 1780266358210, "responseId": "resp_0af5c3e2bf36ef84016a1cb57648008191a473474a760ced8c" } }, { "type": "message", "id": "79d70c96", "parentId": "286200cc", "timestamp": "2026-05-31T22:26:12.472Z", "message": { "role": "assistant", "content": [ { "type": "toolCall", "id": "call_rNNCRQnj152INlNRBLjh9OP5|fc_0af5c3e2bf36ef84016a1cb58328f08191af00484c443c04b4", "name": "todo", "arguments": { "action": "update", "id": 2, "status": "completed", "metadata": { "result": "Questionnaire tool exists but is not loaded in settings.json. Also it only registers a tool; no auto-trigger intent-gate hook exists. Durable note saved at /home/sebas/work/tasks/T-004/questionnaire-trigger-gap.md" } } } ], "api": "openai-codex-responses", "provider": "openai-codex", "model": "gpt-5.4", "usage": { "input": 936, "output": 76, "cacheRead": 47104, "cacheWrite": 0, "totalTokens": 48116, "cost": { "input": 0.00234, "output": 0.00114, "cacheRead": 0.011776, "cacheWrite": 0, "total": 0.015256 } }, "stopReason": "toolUse", "timestamp": 1780266370050, "responseId": "resp_0af5c3e2bf36ef84016a1cb5821ec48191aeb458592a68d582" } }, { "type": "message", "id": "ddf80f32", "parentId": "1831d553", "timestamp": "2026-05-31T22:26:17.171Z", "message": { "role": "assistant", "content": [ { "type": "text", "text": "Found it.\n\nWhy it never triggered:\n\n1. **It is not loaded**\n `settings.json` does **not** include:\n `/home/sebas/pi-config/extensions/questionnaire.ts`\n\n2. **It has no auto-trigger logic**\n Even if loaded, it only defines a tool.\n It does **not** have a hook that says:\n - “intent unclear”\n - “ask kickoff questions now”\n\nSo it is a **question UI primitive**, not an **intent-gate system**.\n\nSaved note here:\n\n- `/home/sebas/work/tasks/T-004/questionnaire-trigger-gap.md`\n\nBest fix path:\n\n- load `questionnaire.ts`\n- add a separate small **intent-gate** layer\n- keep questionnaire dumb/generic\n- let intent-gate decide when to call it\n\nSo the issue is actually **two gaps**, not one:\n\n- missing install\n- missing orchestration\n\nNext best item:\n**usage/success tracking**.", "textSignature": "{\"v\":1,\"id\":\"msg_0af5c3e2bf36ef84016a1cb58579188191997f8d5852ce1e56\",\"phase\":\"final_answer\"}" } ], "api": "openai-codex-responses", "provider": "openai-codex", "model": "gpt-5.4", "usage": { "input": 518, "output": 201, "cacheRead": 47616, "cacheWrite": 0, "totalTokens": 48335, "cost": { "input": 0.0012950000000000001, "output": 0.003015, "cacheRead": 0.011904, "cacheWrite": 0, "total": 0.016214 } }, "stopReason": "stop", "timestamp": 1780266372474, "responseId": "resp_0af5c3e2bf36ef84016a1cb58498c48191a2893418ecec0a47" } }, { "type": "message", "id": "dc948b37", "parentId": "ddf80f32", "timestamp": "2026-05-31T22:28:33.288Z", "message": { "role": "user", "content": [ { "type": "text", "text": "[telegram] fix" } ], "timestamp": 1780266513287 } }, { "type": "message", "id": "b738c38d", "parentId": "dc948b37", "timestamp": "2026-05-31T22:28:41.362Z", "message": { "role": "assistant", "content": [ { "type": "thinking", "thinking": "**Evaluating extension adjustments**\n\nI’m considering whether adjusting the settings will be enough to fix the gaps the user mentioned. Since they asked for a \"fix,\" it feels like I should implement it fully, possibly by adding a questionnaire and an intent gate command. I need to determine what's minimally safe and evaluate the best path for implementing these changes. I’ll also check the existing API and session hooks for potential improvements. Let’s see what I can find!", "thinkingSignature": "{\"id\":\"rs_0af5c3e2bf36ef84016a1cb615a27c8191864843b17fc0d6fc\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABqHLYZxMK5tdozyncYXsZSBRPr46cN0ERloJWPgfkima8_wcjs-gVwB_SLxKD7WtgnH6xIleL3XLCIWTxi3-UemebVr50rZqRjm1ZfLrTG_kiuUtc-17G2Vl5u_H0rd8YGjCLXtZa107BPMIF2GcCr6EnFxI6TLVzeiZpfGFqyX9CahbBzUwEkp4WwbUp8LqHz3lncy0nkUOuwWpp05jrwJfQzLzJpdhJ893Myel44axX9O7txS1L-hlcozCXM3uUb5vXrjp-snu1YW-xVchLyHVOER3u4-FfbRlZybzRL51S-ih2XMdD3fnV0JE0aotGHfaZ0tEtjxpyndavuerxLBrgrvhbs8im0-HtCrSZua-pEBW3LHMTFwCh3VRduwya7NksUTlKOdP4KHJPcLsbZ8kTfr4pUDtKf4zL5bhIdzl0F3bVh1lmifPk29fVUyHbXZSAmwj6ZTG7dsxiI1oZMyR4YgGDr2eYqrXFVP0TzMKrKdLrAZF96TvEBvTxG6-sv7xRnrr2c2Lekpqo1iE_WY_koycClWTdTlF9cbaF82B48raBHNyQfbR5nyKzrMjLP_QY4fWwfENE7L1AxMRqsBI23drkN-7XQff6O3czsqWULN5FEzrbSPfo-rammLq4Pl7l4_hw4WwNF0kcF6vGDRhpiU-f8TQorKrXANvMVjaBtH2lxBX2SUQk4nRZla5Hy0X5kZNercKvRXfWNo9ObAL3l80YPLnWW12p4wSt-EYuX-vYqFa3cYeCx9HcXA_49zGWJpjcvDgZVE00KC2vXmyuNb-l2wRonQpwarDRL_PWXezYp4LeiFnBclbRZvux0NmtSnM0acb9yhgZ0HijD6ho1MQduzJxRlTMYZJxZTmvwxNoiSLX_FA_vg0kpmBaHBgIUUMrjCXeEv5EeM86VugsrndayODPJVut-51d3EXgxaUlcY01K2yYzICgQEuV5papk_BuTaTRGf18--h_VgBQg2475tTYZwG-0lWbFT8JW_UFg_u70ppCkLskAeG6QmhGdO9M8brmTm4nAanfALD3G3z1ijv2sHTYMZ43BqwPyZkwWSY0fs3Y7cbpMewP2VX_oOhwcui9LWwVwUBPzJJ_dhcPL1KWtuQAt3SohHpXfrCl5dO0iq_n9ug1nwIlVLSAd2oX_MP0erE_SzcPPoa0ePQsIyTa6grl172VstOJgI5rnJOk2riUggx6vJp_XpET2yognF1nq0seCMeCIuxjnPw65oP6h9g608vQFLgzSdd9rMmcH_1TCOrl4s7h9UdZtw-nLXeIjuy9aGsqCV-9XpOXs6bzNQZZfyxMmuWMGLI0tuRdyfu-TAL2CP4LV-QI4DMoqYhbIJkwOheu6z7mzfTOPku0108aVRvOigxdAYaACc07wZKOgnUBB3fMKWrTv-vkpCF8E4sEvdiBtnKwg5Bf6ipzqVx0KCGJDIpL6uRWnGBWSxvC2jJ8fgQxVBp_47Cs2DaLHZNI2uIl3V0ayhRW7QWX5HleZUxvB3jE9vSSLPQX9_UCg2UHLDz0R35RuaAiDZqRBO4X_Oo9kbLflZlzEAFChYYujabAJwPbxCBMNtpZj7GmbsOGiSsi932CQHmHwEoQPcDDOMg-47zObDys7P9-PpfASrwGOQ-n0TKg=\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Evaluating extension adjustments**\\n\\nI’m considering whether adjusting the settings will be enough to fix the gaps the user mentioned. Since they asked for a \\\"fix,\\\" it feels like I should implement it fully, possibly by adding a questionnaire and an intent gate command. I need to determine what's minimally safe and evaluate the best path for implementing these changes. I’ll also check the existing API and session hooks for potential improvements. Let’s see what I can find!\"}]}" }, { "type": "toolCall", "id": "call_z0EdXXCZXF8V0VNnhVTd9zMk|fc_0af5c3e2bf36ef84016a1cb6190d508191ad3f64d7120fd4b3", "name": "todo", "arguments": { "action": "create", "subject": "Fix questionnaire loading and intent-gate triggering", "description": "Enable the questionnaire extension in pi-config and add a lightweight intent-gate layer so intent-clearing can trigger when meaningful task framing is missing.", "activeForm": "fixing questionnaire loading and intent-gate triggering", "status": "in_progress", "metadata": { "parent_task": "T-004" } } } ], "api": "openai-codex-responses", "provider": "openai-codex", "model": "gpt-5.4", "usage": { "input": 18556, "output": 188, "cacheRead": 29696, "cacheWrite": 0, "totalTokens": 48440, "cost": { "input": 0.04639, "output": 0.00282, "cacheRead": 0.007424, "cacheWrite": 0, "total": 0.056634000000000004 } }, "stopReason": "toolUse", "timestamp": 1780266513290, "responseId": "resp_0af5c3e2bf36ef84016a1cb6119bdc8191aee5be0b93119df6" } }, { "type": "message", "id": "039ec6e5", "parentId": "07dc5287", "timestamp": "2026-05-31T22:28:44.763Z", "message": { "role": "assistant", "content": [ { "type": "toolCall", "id": "call_DVwuUdlWeOZwlpTtq10qn819|fc_0af5c3e2bf36ef84016a1cb61ca2a88191b0396c24f249df3d", "name": "bash", "arguments": { "command": "cd /home/sebas/pi-config && rg -n \"pi\\.on\\(|registerTool\\(|registerCommand\\(|before_user|user_message|session_start|message\" extensions scripts -S | head -300" } }, { "type": "toolCall", "id": "call_61vvqurJoBNslYqHp8Me3vWp|fc_0af5c3e2bf36ef84016a1cb61ca2c48191a7d6bbd43b8ad13f", "name": "read", "arguments": { "path": "/home/sebas/pi-config/extensions/session-switch/index.ts", "offset": 1, "limit": 220 } } ], "api": "openai-codex-responses", "provider": "openai-codex", "model": "gpt-5.4", "usage": { "input": 337, "output": 108, "cacheRead": 48128, "cacheWrite": 0, "totalTokens": 48573, "cost": { "input": 0.0008425, 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{ "role": "assistant", "content": [ { "type": "thinking", "thinking": "**Adjusting settings for AGENTS**\n\nI'm thinking about tweaking the settings for AGENTS, possibly looking at the task system too. It feels like there might be a better way to streamline things and improve efficiency. I wonder if these adjustments could help the overall performance. It's always interesting to explore how small changes can make a significant difference in the system. I'll take some time to evaluate what exactly needs editing and how to implement these changes effectively!", "thinkingSignature": "{\"id\":\"rs_0af5c3e2bf36ef84016a1cb63843148191879a4e6a209c2a74\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABqHLY5XLrVyzyUmzVFZmTFnGdo-xRo_eSVyER-6obq9YaPhAnshGd2xpTjUg3YZKYn0fVIWIKIJyfr8g-0PBCcH0MRXIFLZ1bFI-sMLcV4_0R2b1WoVcFR5SscyS6W3V0z651NE93fBX4ptFz_G67b6Zllxj16Pyz0ccIwy2un6ZR1cBGoW1o_qQ5ZrULB4FzCEkc--yROD56UhNXVpDP1ROmyoIoWuPuOxSE8OjU8Ow8AtppzIiEfhWEbNLGYGSvCDmy8e6nNXgFlwzmexeyMOeKFCZk_sdvK4v_NHZi3yiitdtTYpfRRIR_D_uUKYNZ4WBfg4lP9lZ5gf736pSDURJpny1larCk0LaXDzz0c61utZsdBb0lwLF16eigmZEkFYEBA_70M-BUUwYnCJ5gkvJuGGP7gzP-yvcMT0o43XO1s6_8PmT-doqKosVNuD8Q7SSyfUI-7Cw0syU6dn2iccQR2SnwrM3DNP6NhTs6ArbQD0gOUvzOHS6FI1b0sVV5jtCwC8qai8wrq3snAUHFOawl7iiY0xt4907MI--URj-D3XpWZfbqeu7nxmLHhWl3s9hszHrZ5rRoA5z74XydmWm6eCy-JEdNy01ERtDk8ayB0UQN9vInwOZd6nODj5Mg8B282cnCpBiGvrDDwMBr-FdC6qcZCLnAfwV1pUH1MRPHK7Hlcz5i0RI_ECmm0IK97ipCW-z4YBANwD7GdUX0wNrMiUEYHfsa72Gi0XcJDm8yB8JSTpgpI0TtKB8JC5waz-sAq5neX7OY5aG6mP7hmzU0ZgqI1HcrPxGcS2_ohpff3qtXz3UZgVBjxdrDVdoaYKrEqF27smDe4OhLQ0R1FxHfiw6IHKMHIhuxrpXhccbCCPUw106kZfxLH25lZ3fzEzkW6DydbX-60gIK-f2GFvzCE3R_GIjIl7ghdtuZ_Lrzn0O62ZAe3dNVwuClPUchKI5pfDByvGmyHWAbqsopdtRkfAcOqNXEzOZJB0FW5Neil6rc=\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Adjusting settings for AGENTS**\\n\\nI'm thinking about tweaking the settings for AGENTS, possibly looking at the task system too. It feels like there might be a better way to streamline things and improve efficiency. I wonder if these adjustments could help the overall performance. It's always interesting to explore how small changes can make a significant difference in the system. I'll take some time to evaluate what exactly needs editing and how to implement these changes effectively!\"}]}" }, { "type": "toolCall", "id": "call_B1sX5Lj0PWovTWfDS1tmjQNU|fc_0af5c3e2bf36ef84016a1cb639ea988191a06e875588d1c486", "name": "edit", "arguments": { "path": "/home/sebas/pi-config/settings.json", "edits": [ { "oldText": " \"packages\": [\n \"git:github.com/apmantza/pi-free\",\n \"npm:pi-btw\",\n \"../../../home/sebas/.agents/extensions/resume-hint/resume-hint.js\",\n \"/home/sebas/pi-config/extensions/session-switch/index.ts\",\n \"npm:@juicesharp/rpiv-todo\",\n \"/mnt/rpi/dev/pi-telegram-sebas\"\n ]\n}", "newText": " \"packages\": [\n \"git:github.com/apmantza/pi-free\",\n \"npm:pi-btw\",\n \"../../../home/sebas/.agents/extensions/resume-hint/resume-hint.js\",\n \"/home/sebas/pi-config/extensions/questionnaire.ts\",\n \"/home/sebas/pi-config/extensions/session-switch/index.ts\",\n \"npm:@juicesharp/rpiv-todo\",\n \"/mnt/rpi/dev/pi-telegram-sebas\"\n ]\n}" } ] } } ], "api": "openai-codex-responses", "provider": "openai-codex", "model": "gpt-5.4", "usage": { "input": 3005, "output": 263, "cacheRead": 51712, "cacheWrite": 0, "totalTokens": 54980, "cost": { "input": 0.007512500000000001, "output": 0.003945, "cacheRead": 0.012928, "cacheWrite": 0, "total": 0.0243855 } }, "stopReason": "toolUse", "timestamp": 1780266551289, "responseId": "resp_0af5c3e2bf36ef84016a1cb6375e5c8191bfeb79832d61c46d" } }, { "type": "message", "id": "7cf9cebd", "parentId": "a530a08a", "timestamp": "2026-05-31T22:29:22.788Z", "message": { "role": "assistant", "content": [ { "type": "toolCall", "id": "call_ltfJKym8eUuV0SZvirpKJkV1|fc_0af5c3e2bf36ef84016a1cb63e67a88191bb0761a7704855c6", "name": "edit", "arguments": { "path": "/home/sebas/pi-config/AGENTS.md", "edits": [ { "oldText": "- Before meaningful execution, lock the intent frame when not already explicit: objective, binary done gate, exclusions, and reality constraints that decide whether a feature is truthful.\n- Goal gates that express user intent, business outcome, exclusions, or what counts as truly done should come from the user when unclear. Do not invent intent gates by yourself when doubt remains; ask and lock them first.\n", "newText": "- Before meaningful execution, lock the intent frame when not already explicit: objective, binary done gate, exclusions, and reality constraints that decide whether a feature is truthful.\n- When intent is materially unclear and interactive UI is available, prefer the `questionnaire` tool to lock objective/done gate/exclusions/reality constraints in one compact step instead of asking a loose series of chat questions.\n- Goal gates that express user intent, business outcome, exclusions, or what counts as truly done should come from the user when unclear. Do not invent intent gates by yourself when doubt remains; ask and lock them first.\n" } ] } } ], "api": "openai-codex-responses", "provider": "openai-codex", "model": "gpt-5.4", "usage": { "input": 735, "output": 242, "cacheRead": 54272, "cacheWrite": 0, "totalTokens": 55249, "cost": { "input": 0.0018375000000000002, "output": 0.00363, "cacheRead": 0.013568, "cacheWrite": 0, "total": 0.0190355 } }, "stopReason": "toolUse", "timestamp": 1780266557166, "responseId": "resp_0af5c3e2bf36ef84016a1cb63d4fec8191beada41e8d4b41c8" } }, { "type": "message", "id": "ef8eb0c0", "parentId": "d4211f11", "timestamp": "2026-05-31T22:29:30.387Z", "message": { "role": "assistant", "content": [ { "type": "toolCall", "id": "call_bsHBs6hHr7knU4jQI8CyZCsk|fc_0af5c3e2bf36ef84016a1cb6463c7c81919c79cadd9085ae7e", "name": "edit", "arguments": { "path": "/home/sebas/pi-config/docs/task-system.md", "edits": [ { "oldText": "When starting work:\n1. check `TASKS.md` for current actionable items\n2. check `BACKLOG.md` if the request is still exploratory\n3. lock intent if not explicit: objective, binary done gate, exclusions, and reality constraints\n4. use or create the task folder if working on a `T-xxx` item\n5. update the durable docs when task state changes materially\n", "newText": "When starting work:\n1. check `TASKS.md` for current actionable items\n2. check `BACKLOG.md` if the request is still exploratory\n3. lock intent if not explicit: objective, binary done gate, exclusions, and reality constraints\n4. if interactive UI is available and intent is materially unclear, prefer the `questionnaire` tool to capture the kickoff frame in one pass\n5. use or create the task folder if working on a `T-xxx` item\n6. update the durable docs when task state changes materially\n" } ] } } ], "api": "openai-codex-responses", "provider": "openai-codex", "model": "gpt-5.4", "usage": { "input": 494, "output": 236, "cacheRead": 54784, "cacheWrite": 0, "totalTokens": 55514, "cost": { "input": 0.0012350000000000002, "output": 0.00354, "cacheRead": 0.013696, "cacheWrite": 0, "total": 0.018471 } }, "stopReason": "toolUse", "timestamp": 1780266562796, "responseId": "resp_0af5c3e2bf36ef84016a1cb64490208191a93245d2f37a46ae" } }, { "type": "message", "id": "b4b92f47", "parentId": "3b56d122", "timestamp": "2026-05-31T22:29:34.461Z", "message": { "role": "assistant", "content": [ { "type": "thinking", "thinking": "**Validating tasks and JSON**\n\nI should probably mark my to-do as completed. It seems I need to mention that reloading is necessary too. I wonder if I should also validate the JSON to ensure everything is correct before moving on. It might help catch any mistakes I might have overlooked. Okay, prioritizing these tasks seems important to keep everything organized and functioning well. Let's remember to do that!", "thinkingSignature": "{\"id\":\"rs_0af5c3e2bf36ef84016a1cb64b93988191a2fad0cba625e5b2\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABqHLZOy2ly9JD9D-OpfqszI46okqUP7fO03uoejDqDDCtXLjL0Cs-wHgky3xGzjJ205mrA4wHW6Ir-d3AIhOWPDx_B-nQZ8qbpgVRPiB9NtKFw4b00pTiS6Di1OmPTUnSwBtZcTL_rGFTpoRhQ4n2xoZieDvI2_FdPEQkF1gjzYQdQHuGTwTNZoJ4-swf464hu9izrDCpnOF3otZCf8pxhVESux3hQmF73V9CgU1jB4PZrtVbunhkEemkxc4aoZPLumTobQojxSP4QMHKVPjCyPbzBe-_WiowmnNZwd_sRFkAhHUohj_yb64GfqeAnGMyBUMDpozp0YdkBR2KcrrxbJOJKEcHWiDDWvghjjLS3zwRNpgVPTP0rcCOyLJHLue_jq9v7pT0hrdaW8ZRb3XTN2Q6vRHKAHM3rPfLiQENDubX3Q_IhqHWuUAlfrP87ceAKUYkeuDTsLwZy-43fg_C9PR-vvM4bxiOJPSAxV0vkJl_FUjchci7KjFeNFLBo_GKXMz9oSwYA1R4hyxOgxmhZiksLWmu5GOZxAH1NIDnLqpgpjjZ2FXY79ElshRBCgShW3A9EdVy8TEy8xUbYH21cwFWviPQPJkQVIdVW9c4V4lJkzXwq2u9fY8ypyyBYXujeET0Xs8pO0PrNuhHouk9V1JQlU7LY5OaC0UmjOrqxWHpbg_efFU14hKR8didjERoGMMnSQt0adOB37vGP_lSRL3J1uPEss2xohJxxYd3pHIKaiBK52ciEhh6V33Ilrj0TRrRQswsvq1JLR847uqVZyZUWtVvAsgkLK8a6qH0_YNyDVoqO8RpaVASn92_66C_grZUhNPBK11uDy7ieoTht2PFUEmLKmeIL6MGhCEASrQ0-9AGjuZYd2v3GzLOTNZfCvH2hQDNOx6MT5Hoi6g_4awF0i5P91OsfYIOAVOdy6DMUjm5Lj0sXL2re9G7AafUIk64NozeWnvLAXCxhF4QurZFU3rrb0FU8fNGkevhdYGeAnmDRKiFrqrmR0GX7rYjViVGKbhr5E_Ygjzr3M0VmdV3nLQ==\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Validating tasks and JSON**\\n\\nI should probably mark my to-do as completed. It seems I need to mention that reloading is necessary too. I wonder if I should also validate the JSON to ensure everything is correct before moving on. It might help catch any mistakes I might have overlooked. Okay, prioritizing these tasks seems important to keep everything organized and functioning well. Let's remember to do that!\"}]}" }, { "type": "toolCall", "id": "call_VTEHsq52AAogl5uWneQmhVzg|fc_0af5c3e2bf36ef84016a1cb64e3de481918a852a3c42e76fd4", "name": "bash", "arguments": { "command": "python - <<'PY'\nimport json\njson.load(open('/home/sebas/pi-config/settings.json'))\nprint('settings.json ok')\nPY" } } ], "api": "openai-codex-responses", "provider": "openai-codex", "model": "gpt-5.4", "usage": { "input": 759, "output": 71, "cacheRead": 54784, "cacheWrite": 0, "totalTokens": 55614, "cost": { "input": 0.0018975, "output": 0.001065, "cacheRead": 0.013696, "cacheWrite": 0, "total": 0.0166585 } }, "stopReason": "toolUse", "timestamp": 1780266570406, "responseId": "resp_0af5c3e2bf36ef84016a1cb64a85a881918a087919907bc416" } }, { "type": "message", "id": "c8f6d4e3", "parentId": "4abc735d", "timestamp": "2026-05-31T22:29:37.450Z", "message": { "role": "assistant", "content": [ { "type": "toolCall", "id": "call_oJBuKnSOiKgKIr3drFfRCxiC|fc_0af5c3e2bf36ef84016a1cb64fad108191a3c85c2de18a1252", "name": "todo", "arguments": { "action": "update", "id": 3, "status": "completed", "metadata": { "result": "Enabled questionnaire extension in settings.json and added explicit intent-gate guidance in AGENTS.md and docs/task-system.md. Note: new Pi sessions must reload config to pick up the extension." } } } ], "api": "openai-codex-responses", "provider": "openai-codex", "model": "gpt-5.4", "usage": { "input": 333, "output": 67, "cacheRead": 55296, "cacheWrite": 0, "totalTokens": 55696, "cost": { "input": 0.0008325, "output": 0.001005, "cacheRead": 0.013824, "cacheWrite": 0, "total": 0.0156615 } }, "stopReason": "toolUse", "timestamp": 1780266574507, "responseId": "resp_0af5c3e2bf36ef84016a1cb64ea8008191923843bf062eeb9e" } }, { "type": "message", "id": "41773342", "parentId": "b6e1bc70", "timestamp": "2026-05-31T22:29:43.060Z", "message": { "role": "assistant", "content": [ { "type": "text", "text": "Fixed.\n\nChanges:\n- loaded `questionnaire` in `settings.json`\n- added rule in `AGENTS.md`:\n use `questionnaire` when intent is materially unclear\n- added same guidance in `docs/task-system.md`\n\nFiles changed:\n- `/home/sebas/pi-config/settings.json`\n- `/home/sebas/pi-config/AGENTS.md`\n- `/home/sebas/pi-config/docs/task-system.md`\n\nValidation:\n- `settings.json ok`\n\nImportant:\n- this affects **new Pi sessions / reload after config pickup**\n- it still is **tool-triggered by agent policy**, not a hard runtime auto-popup\n\nSo now the real blocker is gone:\n- before: not loaded\n- now: loaded and explicitly instructed to use\n\nIf you want, next I can make it **stronger**:\n- add a real `intent-kickoff` helper/tool\n- or add a startup hook for interactive project sessions", "textSignature": "{\"v\":1,\"id\":\"msg_0af5c3e2bf36ef84016a1cb65408e881919f04079645178af0\",\"phase\":\"final_answer\"}" } ], "api": "openai-codex-responses", "provider": "openai-codex", "model": "gpt-5.4", "usage": { "input": 418, "output": 192, "cacheRead": 55296, "cacheWrite": 0, "totalTokens": 55906, "cost": { "input": 0.0010450000000000001, "output": 0.00288, "cacheRead": 0.013824, "cacheWrite": 0, "total": 0.017749 } }, "stopReason": "stop", "timestamp": 1780266577453, "responseId": "resp_0af5c3e2bf36ef84016a1cb6518c3481918b2ced51309cd96e" } }, { "type": "message", "id": "43f35581", "parentId": "41773342", "timestamp": "2026-05-31T22:31:11.804Z", "message": { "role": "user", "content": [ { "type": "text", "text": "[telegram] not needed. mark it done and grab next task" } ], "timestamp": 1780266671803 } }, { "type": "message", "id": "3db4592f", "parentId": "43f35581", "timestamp": "2026-05-31T22:31:17.898Z", "message": { "role": "assistant", "content": [ { "type": "thinking", "thinking": "**Updating tasks and tracking usage**\n\nI think it's time to update my to-do list and check on any tasks that need attention. First, I'll mark the subtask as done to keep things tidy. Then, I should grab the next task from T-004 and look into usage tracking. I'll aim to respond concisely to keep everything clear! It feels good to stay organized, and tracking my progress will help. Let's get to it!", "thinkingSignature": "{\"id\":\"rs_0af5c3e2bf36ef84016a1cb6b2e848819186c76c3531437c4b\",\"type\":\"reasoning\",\"encrypted_content\":\"gAAAAABqHLa13-is_EW_NLbR3c1j8cqlgN0ryTYPX13gJ-5qX7q00HIowh3wIsW0BhVjakCqn-2y-tvhH09DyIHaNKwRRJTcke2bOpVF420z2ZQrp5IZ1H17PAymdWrtNu2uyCrnG2kMM1TrdCqJEcW0b52wMlQ5EM3TgIVzN0SDyRoiDn-1LuUtezJ3qy-qxjdWSMkncV2uzwnK_aR4m6f_iPHwWsAv-tQ1HJYfEEkI8Q9rlz6t4PzB_1ys89Dw-RJXbPj3K6yK18kmvKTTR34mTeGNeFuytZNWyESt2Ynu3QiTv6nQ29To71qjasBCYnFOTKlI5Q2dzxA1YyBQzzQlMh-OANf1OA9hDkb3eLgCdHwJt__QV0ozVgovxmf-MD7Az_lj9WPFj71ZOqgpUwn9SaJnDOME-85J4jhAv4vZHDghpJynXmsSm3no9w5xR5D6FLNl6MtNIp2TXKc8rlH545oJDI1lB12Qn5B8tMVOmY1Uw2Y1UBIP4cItqy-H27XfCqZsfZqOIYIrDGInyY3uj8szgRyAst7EEtfKqWllkVDp30v1m218SHsThG_Lx4aV4jJURTP3KJ-hcDnmdy8ToMZ3BSB0pN6Q6TOStux6gJIVNvWKTt-gIImPxDDaYWLfCxCu6G2no8nxFNC2d0Ylu82-r9E8N_TruQpbnWSPq4ZCZEtOHwWJzIaJyiVt4WiFboWAKfOgNxOr8b6sF8OELFqXpupPYQiWw5MSSCB7490xtM-CAN7dh91oQ9Qu5dn_86omqht5UjBKtx8Nm0m8rzS-2ys-LoDo7NRsOb-3SC1_shG_nbPMDeGgSA22NFxD6ubg12_65oAjogV0Rp1ICHesLb8CEKTa9xSxjJ_Z51CbO7kZ5lcGYCvXhYg01RFZ79j7lmS10WmmZyPL_XJxtT1x170PRDARLywE8IJp_-ixh72oI9r3508Twt3mzN_RM5AmxjIhpUZRK6c_LFVk04MQhF2tJig9A3Y81ixvy679t1foGJz6xj9Wk9N_NHgu5CCd3yR4lREschMS-OlorHmSWNDbYJZuHtoZFYDrVeRpzphHrORwtnYOnUk1-1KxzdAN6cGg5JaqkytpzdPXNYfKoA07bQ==\",\"summary\":[{\"type\":\"summary_text\",\"text\":\"**Updating tasks and tracking usage**\\n\\nI think it's time to update my to-do list and check on any tasks that need attention. First, I'll mark the subtask as done to keep things tidy. Then, I should grab the next task from T-004 and look into usage tracking. I'll aim to respond concisely to keep everything clear! It feels good to stay organized, and tracking my progress will help. Let's get to it!\"}]}" }, { "type": "toolCall", "id": "call_IIe6rSEI3xwe0zy0wCQ8M4nu|fc_0af5c3e2bf36ef84016a1cb6b5a9dc8191a6bcaab72dbb9acb", "name": "todo", "arguments": { "action": "create", "subject": "Assess extension/helper usage tracking", "description": "Inspect whether pi-config currently tracks extension/helper usage and success rate. If not, define a minimal durable design that fits the current stack and task system.", "activeForm": "assessing usage tracking", "status": "in_progress", "metadata": { "parent_task": "T-004" } } } ], "api": "openai-codex-responses", "provider": "openai-codex", "model": "gpt-5.4", "usage": { "input": 6629, "output": 113, "cacheRead": 48128, "cacheWrite": 0, "totalTokens": 54870, "cost": { "input": 0.0165725, "output": 0.0016950000000000001, "cacheRead": 0.012032, "cacheWrite": 0, "total": 0.0302995 } }, "stopReason": "toolUse", "timestamp": 1780266671805, "responseId": "resp_0af5c3e2bf36ef84016a1cb6b00e1481918aeba887edab1aef" } }, { "type": "message", "id": "4e9d4ecb", "parentId": "0021fa20", "timestamp": "2026-05-31T22:31:21.148Z", "message": { "role": "assistant", "content": [ { "type": "toolCall", "id": "call_CFhUbGzbQ1Smn1P12ir1NPG5|fc_0af5c3e2bf36ef84016a1cb6b8b0e48191a578b136fb82ee62", "name": "todo", "arguments": { "action": "update", "id": 4, "status": "in_progress" } } ], "api": "openai-codex-responses", "provider": "openai-codex", "model": "gpt-5.4", "usage": { "input": 620, "output": 26, "cacheRead": 54272, "cacheWrite": 0, "totalTokens": 54918, "cost": { "input": 0.0015500000000000002, "output": 0.00039, "cacheRead": 0.013568, "cacheWrite": 0, "total": 0.015508000000000001 } }, "stopReason": "toolUse", "timestamp": 1780266677901, "responseId": "resp_0af5c3e2bf36ef84016a1cb6b60e3881918efd802ad67e1f72" } }, { "type": "message", "id": "06a74ed0", "parentId": "39056d97", "timestamp": "2026-05-31T22:31:22.810Z", "message": { "role": "assistant", "content": [ { "type": "text", "text": "Done.\n\nNext grabbed:\n- **Assess extension/helper usage tracking**", "textSignature": "{\"v\":1,\"id\":\"msg_0af5c3e2bf36ef84016a1cb6ba6bfc8191926a5b6ecdb3932f\",\"phase\":\"final_answer\"}" } ], "api": "openai-codex-responses", "provider": "openai-codex", "model": "gpt-5.4", "usage": { "input": 153, "output": 17, "cacheRead": 54784, "cacheWrite": 0, "totalTokens": 54954, "cost": { "input": 0.00038250000000000003, "output": 0.000255, "cacheRead": 0.013696, "cacheWrite": 0, "total": 0.014333499999999999 } }, "stopReason": "stop", "timestamp": 1780266681150, "responseId": "resp_0af5c3e2bf36ef84016a1cb6b9381c8191aa1b02b5c6f76585" } } ], "user_messages": 5, "assistant_messages": 35, "last_user_text": "[telegram] not needed. mark it done and grab next task", "last_assistant_text": "Done. Next grabbed: - **Assess extension/helper usage tracking**", "first_user_text": "[telegram] loved this repo’s idea https://github.com/workos/case and it uses pi can we import it or vendor it or take inspiration from it? the memory system is something we have already, but maybe not fully analyze features and compare with the current system also in general, are we extending pi in a roundabout way? id love to have my pi setup as a github repo (maybe i do already but not fully)" }, "analysis": { "status": "completed", "save": true, "saved": true, "memory_id": "mem_15c297bc9c334fed8e31075b26130378", "memory_ids": [ "mem_15c297bc9c334fed8e31075b26130378" ], "saved_count": 1, "raw": "{\"memories\": [{\"type\": \"episode\", \"subtype\": \"session_summary\", \"scope\": \"global\", \"title\": \"sebas: [telegram] loved this repo’s idea https://github.com/workos/case and it…\", \"content\": \"User asked: [telegram] loved this repo’s idea https://github.com/workos/case and it uses pi can we import it or vendor it or take inspiration from it? the memory system is something we have already, but maybe not fully analyze features and compare with the current system also in general, are we extending pi in a roundabout way? id love to have my pi setup as a github repo (maybe i do already but not fully)\\nResult: Done. Next grabbed: - **Assess extension/helper usage tracking**\", \"source_ref\": \"session:019e7ed7-161c-754c-b5b1-be450481f111\", \"evidence_ref\": \"/home/sebas/pi-config/sessions/--home-sebas--/2026-05-31T16-21-25-660Z_019e7ed7-161c-754c-b5b1-be450481f111.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": { "memories": [ { "type": "episode", "subtype": "session_summary", "scope": "global", "title": "sebas: [telegram] loved this repo’s idea https://github.com/workos/case and it…", "content": "User asked: [telegram] loved this repo’s idea https://github.com/workos/case and it uses pi can we import it or vendor it or take inspiration from it? the memory system is something we have already, but maybe not fully analyze features and compare with the current system also in general, are we extending pi in a roundabout way? id love to have my pi setup as a github repo (maybe i do already but not fully)\nResult: Done. Next grabbed: - **Assess extension/helper usage tracking**", "source_ref": "session:019e7ed7-161c-754c-b5b1-be450481f111", "evidence_ref": "/home/sebas/pi-config/sessions/--home-sebas--/2026-05-31T16-21-25-660Z_019e7ed7-161c-754c-b5b1-be450481f111.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" } }