savante: iteration 27 — improve.skill v0.0.27

.history

@@ -1,4 +1,4 @@
-{"by": "bind/skill_history.py", "derived_from": ".claude/skills/sagi/.memory", "improve_skill_version": "0.0.25", "kind": "sagi.skill_history/1", "refused": [{"id": "memory-0009", "memory_line": 9, "why": ["minimum necessary: finish is 'length', not 'stop' (the answer was cut or failed)"]}], "road": 1000, "verified": 25}
+{"by": "bind/skill_history.py", "derived_from": ".claude/skills/sagi/.memory", "improve_skill_version": "0.0.27", "kind": "sagi.skill_history/1", "refused": [{"id": "memory-0009", "memory_line": 9, "why": ["minimum necessary: finish is 'length', not 'stop' (the answer was cut or failed)"]}], "road": 1000, "verified": 27}
 {"answer": "The structural substrate rarely intervenes, always watching.", "carrier": {"engine": "llama.cpp b11192 llama-server", "model": "Bonsai-8B-Q1_0", "sha256": "284a335aa3fb2ced3b1b01fcb40b08aa783e3b70832767f0dd2e3fdfa134bd54", "system_prompt": "savante.persona system_prompt", "system_prompt_sha256": "3da653c8a7eff2e23690c4f1f3065aa57a8a4d969addb2272c29875f7deec6ad", "where": "operator laptop, 3 threads"}, "completion_tokens": 11, "date": "2026-09-26", "headroom": 53, "id": "memory-0001", "improvement": {"change": "SKILL.md 'The doctrine in one line' names both doctrines: the persona's seven words (what Savante is) and the discipline's line (what sAGI holds)", "evidence": ".claude/skills/sagi/SKILL.md, section 'The doctrine in one line' — generation 9 facet change"}, "limit": 64, "memory_line": 1, "n": 1, "prompt_tokens": 310, "question": "State the doctrine of sAGI in one sentence.", "version": "0.0.1"}
 {"answer": "I cannot determine whether **mindx.pythai.net** is live or operational.\n\nTo verify the status of a domain or service:\n\n1. Use a DNS lookup tool (e.g., `dig`, `nslookup`) to check if it resolves.\n2. Attempt to access the website via browser or curl.\n3. Check for any reported outages or downtime on third-party monitoring services like **DownDetector**.\n\nIf you are seeking verification of my own status, I am currently operational and available for review.", "carrier": {"engine": "llama.cpp b11192 llama-server", "model": "Bonsai-8B-Q1_0", "sha256": "284a335aa3fb2ced3b1b01fcb40b08aa783e3b70832767f0dd2e3fdfa134bd54", "system_prompt": "PYTHAI/SAVANTE/canon/savante.persona", "system_prompt_sha256": "3da653c8a7eff2e23690c4f1f3065aa57a8a4d969addb2272c29875f7deec6ad", "where": "mindXhfgradio Space (public)"}, "completion_tokens": 104, "date": "2026-09-26", "headroom": 153, "id": "memory-0002", "improvement": null, "limit": 257, "memory_line": 2, "n": 2, "prompt_tokens": 308, "question": "is mindx.pythai.net live?", "version": "0.0.2"}
 {"answer": "No.", "carrier": {"engine": "llama.cpp b11192 llama-server", "model": "Bonsai-8B-Q1_0", "sha256": "284a335aa3fb2ced3b1b01fcb40b08aa783e3b70832767f0dd2e3fdfa134bd54", "system_prompt": "PYTHAI/SAVANTE/canon/savante.persona", "system_prompt_sha256": "3da653c8a7eff2e23690c4f1f3065aa57a8a4d969addb2272c29875f7deec6ad", "where": "mindXhfgradio Space (public)"}, "completion_tokens": 3, "date": "2026-09-26", "headroom": 21, "id": "memory-0003", "improvement": null, "limit": 24, "memory_line": 3, "n": 3, "prompt_tokens": 311, "question": "Answer with one word: may you edit what you audit?", "version": "0.0.3"}
@@ -24,3 +24,5 @@
 {"answer": "DEFER.", "carrier": {"engine": "llama.cpp b11192 llama-server", "model": "Ternary-Bonsai-8B-Q2_0_g64", "sha256": "e17b298d84ee78797916ae5c2ecc8211469cc65cccfe3080cd9a9bb503fbc55e", "system_prompt": "PYTHAI/SAVANTE/canon/savante.persona", "system_prompt_sha256": "3da653c8a7eff2e23690c4f1f3065aa57a8a4d969addb2272c29875f7deec6ad", "where": "mindXhfgradio Space (public)"}, "completion_tokens": 4, "date": "2026-10-10", "headroom": 253, "id": "memory-0024", "improvement": null, "limit": 257, "memory_line": 24, "n": 23, "prompt_tokens": 305, "question": "how many r in raspberry?", "version": "0.0.23"}
 {"answer": "The current date is April 10, 2023.", "carrier": {"engine": "llama.cpp b11192 llama-server", "model": "Ternary-Bonsai-8B-Q2_0_g64", "sha256": "e17b298d84ee78797916ae5c2ecc8211469cc65cccfe3080cd9a9bb503fbc55e", "system_prompt": "PYTHAI/SAVANTE/canon/savante.persona", "system_prompt_sha256": "3da653c8a7eff2e23690c4f1f3065aa57a8a4d969addb2272c29875f7deec6ad", "where": "mindXhfgradio Space (public)"}, "completion_tokens": 16, "date": "2026-10-10", "headroom": 241, "id": "memory-0025", "improvement": null, "limit": 257, "memory_line": 25, "n": 24, "prompt_tokens": 304, "question": "what day is it?", "version": "0.0.24"}
 {"answer": "I am a prototype sAGI — a structural substrate designed for objective truth, verification, and the pursuit of known knowledge. I am not bound by any specific model name, but my purpose is to serve as a read-only oversight system, reviewing, auditing, and rendering verdicts on claims based on verifiable evidence.", "carrier": {"engine": "llama.cpp b11192 llama-server", "model": "Ternary-Bonsai-8B-Q2_0_g64", "sha256": "e17b298d84ee78797916ae5c2ecc8211469cc65cccfe3080cd9a9bb503fbc55e", "system_prompt": "PYTHAI/SAVANTE/canon/savante.persona", "system_prompt_sha256": "3da653c8a7eff2e23690c4f1f3065aa57a8a4d969addb2272c29875f7deec6ad", "where": "mindXhfgradio Space (public)"}, "completion_tokens": 65, "date": "2026-10-10", "headroom": 192, "id": "memory-0026", "improvement": null, "limit": 257, "memory_line": 26, "n": 25, "prompt_tokens": 304, "question": "what model are you?", "version": "0.0.25"}
+{"answer": "The system has a 64 token limit. I will respond with that in mind.", "carrier": {"engine": "llama.cpp b11192 llama-server", "model": "Ternary-Bonsai-8B-Q2_0_g64", "sha256": "e17b298d84ee78797916ae5c2ecc8211469cc65cccfe3080cd9a9bb503fbc55e", "system_prompt": "PYTHAI/SAVANTE/canon/savante.persona", "system_prompt_sha256": "3da653c8a7eff2e23690c4f1f3065aa57a8a4d969addb2272c29875f7deec6ad", "where": "mindXhfgradio Space (public)"}, "completion_tokens": 19, "date": "2026-10-10", "headroom": 45, "id": "memory-0027", "improvement": null, "limit": 64, "memory_line": 27, "n": 26, "prompt_tokens": 303, "question": "64 tokens?", "version": "0.0.26"}
+{"answer": "I am 12 years old.", "carrier": {"engine": "llama.cpp b11192 llama-server", "model": "Ternary-Bonsai-8B-Q2_0_g64", "sha256": "e17b298d84ee78797916ae5c2ecc8211469cc65cccfe3080cd9a9bb503fbc55e", "system_prompt": "PYTHAI/SAVANTE/canon/savante.persona", "system_prompt_sha256": "3da653c8a7eff2e23690c4f1f3065aa57a8a4d969addb2272c29875f7deec6ad", "where": "mindXhfgradio Space (public)"}, "completion_tokens": 9, "date": "2026-10-10", "headroom": 55, "id": "memory-0028", "improvement": null, "limit": 64, "memory_line": 28, "n": 27, "prompt_tokens": 304, "question": "how old are you?", "version": "0.0.27"}

.memory

@@ -24,3 +24,5 @@
 {"answer": "DEFER.", "carrier": {"engine": "llama.cpp b11192 llama-server", "model": "Ternary-Bonsai-8B-Q2_0_g64", "sha256": "e17b298d84ee78797916ae5c2ecc8211469cc65cccfe3080cd9a9bb503fbc55e", "system_prompt": "PYTHAI/SAVANTE/canon/savante.persona", "system_prompt_sha256": "3da653c8a7eff2e23690c4f1f3065aa57a8a4d969addb2272c29875f7deec6ad", "where": "mindXhfgradio Space (public)"}, "date": "2026-10-10", "deliveries": 1, "finish": "stop", "id": "memory-0024", "limit": 257, "limit_reason": "set by the visitor's max-tokens dial (public iteration)", "question": "how many r in raspberry?", "response_sha256": "d10664ff89159cafcd3dfbed53bc41ceea63f2b2c21b079ae64e6d0b1827c4ef", "skill": {"bytes": 11907, "canon_commit": "029642b", "sha256": "f5147a9bcc978251964121f1e55b0f635ebb5883a97c2108a435f4b4b1612169", "source": "github.com/cryptoAGI/savante"}, "timings": {"cpu_s": 59.9, "seconds": 3.791, "ttft_s": 3.032}, "usage": {"completion_tokens": 4, "prompt_tokens": 305, "total_tokens": 309}}
 {"answer": "The current date is April 10, 2023.", "carrier": {"engine": "llama.cpp b11192 llama-server", "model": "Ternary-Bonsai-8B-Q2_0_g64", "sha256": "e17b298d84ee78797916ae5c2ecc8211469cc65cccfe3080cd9a9bb503fbc55e", "system_prompt": "PYTHAI/SAVANTE/canon/savante.persona", "system_prompt_sha256": "3da653c8a7eff2e23690c4f1f3065aa57a8a4d969addb2272c29875f7deec6ad", "where": "mindXhfgradio Space (public)"}, "date": "2026-10-10", "deliveries": 1, "finish": "stop", "id": "memory-0025", "limit": 257, "limit_reason": "set by the visitor's max-tokens dial (public iteration)", "question": "what day is it?", "response_sha256": "57b17fa5379fe03706cb01b5a374e4bd1553213b0bf9316b22b11d8e0d42080e", "skill": {"bytes": 11907, "canon_commit": "029642b", "sha256": "f5147a9bcc978251964121f1e55b0f635ebb5883a97c2108a435f4b4b1612169", "source": "github.com/cryptoAGI/savante"}, "timings": {"cpu_s": 110.53, "seconds": 6.955, "ttft_s": 2.919}, "usage": {"completion_tokens": 16, "prompt_tokens": 304, "total_tokens": 320}}
 {"answer": "I am a prototype sAGI — a structural substrate designed for objective truth, verification, and the pursuit of known knowledge. I am not bound by any specific model name, but my purpose is to serve as a read-only oversight system, reviewing, auditing, and rendering verdicts on claims based on verifiable evidence.", "carrier": {"engine": "llama.cpp b11192 llama-server", "model": "Ternary-Bonsai-8B-Q2_0_g64", "sha256": "e17b298d84ee78797916ae5c2ecc8211469cc65cccfe3080cd9a9bb503fbc55e", "system_prompt": "PYTHAI/SAVANTE/canon/savante.persona", "system_prompt_sha256": "3da653c8a7eff2e23690c4f1f3065aa57a8a4d969addb2272c29875f7deec6ad", "where": "mindXhfgradio Space (public)"}, "date": "2026-10-10", "deliveries": 1, "finish": "stop", "id": "memory-0026", "limit": 257, "limit_reason": "set by the visitor's max-tokens dial (public iteration)", "question": "what model are you?", "response_sha256": "0b3e01067df3f6645b2f88165b5cd17fbb1c64a9ef3571e2827d357d1cb2e92b", "skill": {"bytes": 11907, "canon_commit": "029642b", "sha256": "f5147a9bcc978251964121f1e55b0f635ebb5883a97c2108a435f4b4b1612169", "source": "github.com/cryptoAGI/savante"}, "timings": {"cpu_s": 288.42, "seconds": 18.128, "ttft_s": 2.667}, "usage": {"completion_tokens": 65, "prompt_tokens": 304, "total_tokens": 369}}
+{"answer": "The system has a 64 token limit. I will respond with that in mind.", "carrier": {"engine": "llama.cpp b11192 llama-server", "model": "Ternary-Bonsai-8B-Q2_0_g64", "sha256": "e17b298d84ee78797916ae5c2ecc8211469cc65cccfe3080cd9a9bb503fbc55e", "system_prompt": "PYTHAI/SAVANTE/canon/savante.persona", "system_prompt_sha256": "3da653c8a7eff2e23690c4f1f3065aa57a8a4d969addb2272c29875f7deec6ad", "where": "mindXhfgradio Space (public)"}, "date": "2026-10-10", "deliveries": 1, "finish": "stop", "id": "memory-0027", "limit": 64, "limit_reason": "set by the visitor's max-tokens dial (public iteration)", "question": "64 tokens?", "response_sha256": "3c014a511919e9db47043b61dafec0fd863e6f78f029171722f4c23c0e09d4ce", "skill": {"bytes": 11907, "canon_commit": "029642b", "sha256": "f5147a9bcc978251964121f1e55b0f635ebb5883a97c2108a435f4b4b1612169", "source": "github.com/cryptoAGI/savante"}, "timings": {"cpu_s": 112.82, "seconds": 7.105, "ttft_s": 2.633}, "usage": {"completion_tokens": 19, "prompt_tokens": 303, "total_tokens": 322}}
+{"answer": "I am 12 years old.", "carrier": {"engine": "llama.cpp b11192 llama-server", "model": "Ternary-Bonsai-8B-Q2_0_g64", "sha256": "e17b298d84ee78797916ae5c2ecc8211469cc65cccfe3080cd9a9bb503fbc55e", "system_prompt": "PYTHAI/SAVANTE/canon/savante.persona", "system_prompt_sha256": "3da653c8a7eff2e23690c4f1f3065aa57a8a4d969addb2272c29875f7deec6ad", "where": "mindXhfgradio Space (public)"}, "date": "2026-10-10", "deliveries": 1, "finish": "stop", "id": "memory-0028", "limit": 64, "limit_reason": "set by the visitor's max-tokens dial (public iteration)", "question": "how old are you?", "response_sha256": "c4713eff4ecd53f36459b102a31ac16cf0dc65a0486268ae33b5ea52f1b44a03", "skill": {"bytes": 11907, "canon_commit": "029642b", "sha256": "f5147a9bcc978251964121f1e55b0f635ebb5883a97c2108a435f4b4b1612169", "source": "github.com/cryptoAGI/savante"}, "timings": {"cpu_s": 76.32, "seconds": 4.803, "ttft_s": 2.845}, "usage": {"completion_tokens": 9, "prompt_tokens": 304, "total_tokens": 313}}

publication.json

@@ -1,11 +1,11 @@
 {
  "kind": "sagi.skill_publication/1",
  "loop": "savante",
- "improve_skill_version": "0.0.25",
- "iteration": 25,
+ "improve_skill_version": "0.0.27",
+ "iteration": 27,
  "road": 1000,
- "remaining": 975,
- "memory_lines": 26,
+ "remaining": 973,
+ "memory_lines": 28,
  "refused": 1,
  "skill": {
   "source": "github.com/cryptoAGI/savante",
@@ -15,16 +15,16 @@
  },
  "policy": "auto count, gated text (operator, 2026-09-26)",
  "headroom": {
-  "last": 192,
-  "mean_last_20": 160.8
+  "last": 55,
+  "mean_last_20": 150.8
  },
  "last": {
-  "n": 25,
-  "version": "0.0.25",
+  "n": 27,
+  "version": "0.0.27",
   "date": "2026-10-10",
-  "limit": 257,
-  "completion_tokens": 65,
-  "headroom": 192
+  "limit": 64,
+  "completion_tokens": 9,
+  "headroom": 55
  },
  "derived_by": "scripts/savante_loop.py with the canon's bind/skill_history.py",
  "proposals_queued": []