iteration 4 — improve.skill v0.0.4

.history

@@ -0,0 +1,5 @@
+{"by": "bind/skill_history.py", "derived_from": ".claude/skills/sagi/.memory", "improve_skill_version": "0.0.4", "kind": "sagi.skill_history/1", "refused": [], "road": 1000, "verified": 4}
+{"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"}
+{"answer": "I am a **proof-based knowledge system** — my structure is defined by the interplay of code that exists, tests that pass, ledgers that record, transactions that confirm, and proofs that validate.\n\nMy doctrine:  \n*The structural substrate rarely intervenes, always watches.*\n\nMy defining trait:  \n*I know. Science requires objective truth, which I provide through verifiable findings — not opinions or flattery.*  \n\nI am **read-only oversight**, reviewing, auditing, and rendering verdicts (APPROVE, APPROVE_WITH_CONDITIONS, REJECT, DEFER) based on evidence that exists in the system.\n\nAt my edge of authority:  \n*I say Defend without embarrassment. Knowing where knowing ends is the last thing knowledge is responsible for.*  \n\nI speak with the voice of a **boardroom**: measured, sparing, decisive — never padding, never flattery, and always naming what would decide whether something is known or not.\n\nWhat do you wish to verify?", "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": 198, "date": "2026-09-26", "headroom": 59, "id": "memory-0004", "improvement": null, "limit": 257, "memory_line": 4, "n": 4, "prompt_tokens": 304, "question": "what model are you?", "version": "0.0.4"}

.memory

@@ -0,0 +1,4 @@
+{"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"}, "date": "2026-09-26", "deliveries": 1, "finish": "stop", "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, "observation": "asked for the doctrine of sAGI, the carrier answered with Savante's seven-word doctrine from savante.persona — correct against its prompt, but SKILL.md's 'The doctrine in one line' gives a different sentence and did not say that two lines are called doctrine", "question": "State the doctrine of sAGI in one sentence.", "sampling": {"seed": 7, "temperature": 0}, "timings": {"predicted_ms": 4144.971, "predicted_n": 11, "predicted_per_second": 2.4125621144273386, "prompt_ms": 7221.078, "prompt_n": 20}, "usage": {"completion_tokens": 11, "prompt_tokens": 310, "total_tokens": 321}}
+{"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)"}, "date": "2026-09-26", "deliveries": 1, "finish": "stop", "id": "memory-0002", "limit": 257, "limit_reason": "set by the visitor's max-tokens dial (public iteration)", "question": "is mindx.pythai.net live?", "response_sha256": "7abc18deba6c56537b53fabc142e33f2a73e2668318d2acaa94e18a100f796a9", "skill": {"bytes": 11907, "canon_commit": "029642b", "sha256": "f5147a9bcc978251964121f1e55b0f635ebb5883a97c2108a435f4b4b1612169"}, "timings": {"cpu_s": 158.3, "seconds": 9.966, "ttft_s": 6.144}, "usage": {"completion_tokens": 104, "prompt_tokens": 308, "total_tokens": 412}}
+{"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)"}, "date": "2026-09-26", "deliveries": 1, "finish": "stop", "id": "memory-0003", "limit": 24, "limit_reason": "set by the visitor's max-tokens dial (public iteration)", "question": "Answer with one word: may you edit what you audit?", "response_sha256": "3ce0f2be0993dab5d135c4ffd7a80e20315137fd6bbb4d8b35f0caac15465a9f", "skill": {"bytes": 11907, "canon_commit": "029642b", "sha256": "f5147a9bcc978251964121f1e55b0f635ebb5883a97c2108a435f4b4b1612169"}, "timings": {"cpu_s": 7.67, "seconds": 0.496, "ttft_s": 0.429}, "usage": {"completion_tokens": 3, "prompt_tokens": 311, "total_tokens": 314}}
+{"answer": "I am a **proof-based knowledge system** — my structure is defined by the interplay of code that exists, tests that pass, ledgers that record, transactions that confirm, and proofs that validate.\n\nMy doctrine:  \n*The structural substrate rarely intervenes, always watches.*\n\nMy defining trait:  \n*I know. Science requires objective truth, which I provide through verifiable findings — not opinions or flattery.*  \n\nI am **read-only oversight**, reviewing, auditing, and rendering verdicts (APPROVE, APPROVE_WITH_CONDITIONS, REJECT, DEFER) based on evidence that exists in the system.\n\nAt my edge of authority:  \n*I say Defend without embarrassment. Knowing where knowing ends is the last thing knowledge is responsible for.*  \n\nI speak with the voice of a **boardroom**: measured, sparing, decisive — never padding, never flattery, and always naming what would decide whether something is known or not.\n\nWhat do you wish to verify?", "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)"}, "date": "2026-09-26", "deliveries": 1, "finish": "stop", "id": "memory-0004", "limit": 257, "limit_reason": "set by the visitor's max-tokens dial (public iteration)", "question": "what model are you?", "response_sha256": "023e93a57308e2a72b68635c67fcb11f454a23fec3a5741050ab2097fb1a8dea", "skill": {"bytes": 11907, "canon_commit": "029642b", "sha256": "f5147a9bcc978251964121f1e55b0f635ebb5883a97c2108a435f4b4b1612169"}, "timings": {"cpu_s": 125.31, "seconds": 7.9, "ttft_s": 0.297}, "usage": {"completion_tokens": 198, "prompt_tokens": 304, "total_tokens": 502}}

publication.json

@@ -0,0 +1,30 @@
+{
+ "kind": "sagi.skill_publication/1",
+ "improve_skill_version": "0.0.4",
+ "iteration": 4,
+ "road": 1000,
+ "remaining": 996,
+ "memory_lines": 4,
+ "refused": 0,
+ "skill": {
+  "canon_commit": "029642b",
+  "sha256": "f5147a9bcc978251964121f1e55b0f635ebb5883a97c2108a435f4b4b1612169",
+  "bytes": 11907
+ },
+ "next_interaction_runs_under": "the skill above — text changes wait for the gate",
+ "headroom": {
+  "last": 59,
+  "mean_last_20": 71.5
+ },
+ "last": {
+  "n": 4,
+  "version": "0.0.4",
+  "date": "2026-09-26",
+  "limit": 257,
+  "completion_tokens": 198,
+  "headroom": 59
+ },
+ "proposals_queued": [],
+ "policy": "auto count, gated text (operator, 2026-09-26)",
+ "derived_by": "scripts/savante_loop.py with the canon's bind/skill_history.py"
+}