OKFS: HINDSIGHT P2+P3 execution entry + MTP correction

Author: nihilistau

memory-okf/LUT.md

@@ -197,3 +197,4 @@ Lookup before you build. `python tools/okf_mem.py lookup --root <root> <kw>`
 | dd122e50e2a82fea | agent | audit-2026-07-10,personality,PF-B4 wired,SP_PERSONALITY,gateway-only personality,daemon personality-blind,interceptor dead code,persona.md,okf conformance,sp_status normalize,slug addr defect | Personality gates 5/5 PASS. Daemon :3000 personality-blind by design (gateway :8800 only). FIXED: PF-B4 @personality pack now in all_tools() when SP_PERSONALITY=1 (was orphaned). Open: interceptor registered-but-never-invoked (spine run_post_turn does the real write-back, gated on typed not SP_PERSONALITY); PF-B5 curation rarely armed. OKFS: 50 conformance errors -> 18 (enum case normalized, address-safe); 18 legacy no-frontmatter notes + 6 slug-addr entries need owner decision. | GREEN | sum/dd122e50e2a82fea.md |
 | 6baa9fa3efef7b2a | agent | audit-2026-07-10-pt2,agent stack,gateway 8800,tool calling dead,fence drift,tool_code space,python fence,run_gateway_system,run_console_agent,fastmcp,mcp server,mcp bridge,SP_MCP_TOOLS,gateway autodetect,persona editor,ADR-012 committed,numeric transcription residual | Agentic abilities dead = gateway :8800 not in the path (console posts :3000; run_gateway.bat armed nothing) PLUS reason-model fence drift ('` tool_code' space / '`python' wrappers) the parser rejected. Fixed both; console now autodetects the gateway + has a persona editor; FastMCP server+bridge shipped (G-MCP-SERVER 3/3); live-verified {tool}/{recall} events + real execution. ADR-012 committed ordered (36c2da3->4d307fd). Residual: model garbles numeric tool results when paraphrasing. | GREEN | sum/6baa9fa3efef7b2a.md |
 | 8ed4d23c31cab75d | agent | hindsight,kairos,SP_PERSIST_B4,persist under B4,agent turn latency,minutes to seconds,prewarm,prefix snapshot,numeric fidelity,rebuild,gemma4_tail_cpu link,build-cpu first,production repo,migration map,G-KAIROS-P0 | SP_B4_NIGHTSHIFT force-disabled persist-KV = the 2-5min agent turns. SP_PERSIST_B4=1 fix measured: 6.7-9.2s extensions, cache survives capture turns, gateway prewarm now functional. Post-tool low-temp verbatim rule fixes number garbling. Daemon clean-rebuilt (build-cpu FIRST for submodule changes). kairos repo born: HINDSIGHT charter + migration map, G-KAIROS-P0 GREEN. | GREEN | sum/8ed4d23c31cab75d.md |
+| 025b3ccc1c2fe113 | agent | hindsight execution,kairos P2,kairos P3,serve.py,profiles toml,launcher zoo replaced,cutover verified,MTP corrected,drafter blocked,prefix snapshot scoped,10 gates green in kairos | Harness+console+MCP migrated to kairos, 10/10 gates GREEN there; serve.py profile launcher replaces the bat zoo (effective-config echo, one-authority schema); cutover verified with persist timings holding (6.7-9.3s). MTP honest correction: real-text 0.87x, spec.rs unwired - drafter is the missing piece (P5). P1 prefix-snapshot scoped for a fresh session. | GREEN | sum/025b3ccc1c2fe113.md |

memory-okf/full/025b3ccc1c2fe113.md

@@ -0,0 +1,23 @@
+---
+type: memory
+title: HINDSIGHT P2+P3 SHIPPED: kairos is the daily driver (serve.bat agent); MTP 40.8 claim corrected (drafter-blocked)
+description: Harness+console+MCP migrated to kairos, 10/10 gates GREEN there; serve.py profile launcher replaces the bat zoo (effective-config echo, one-authority schema); cutover verified with persist timings holding (6.7-9.3s). MTP honest correction: real-text 0.87x, spec.rs unwired - drafter is the missing piece (P5). P1 prefix-snapshot scoped for a fresh session.
+timestamp: 2026-07-10T04:41:09Z
+resource: kairos e967fd0; harness 8092a75
+sp_status: GREEN
+sp_gate: kairos gate suite 10/10 + cutover timing probe 5/5
+sp_commit: kairos e967fd0; harness 8092a75
+sp_repro: cd shannon-prime-kairos; serve.bat agent; python harness_tests/h_mcp_server.py
+mem_kind: agent
+mem_addr: 025b3ccc1c2fe113
+mem_verified: unverified
+mem_lifecycle: active
+tags: [hindsight execution, kairos P2, kairos P3, serve.py, profiles toml, launcher zoo replaced, cutover verified, MTP corrected, drafter blocked, prefix snapshot scoped, 10 gates green in kairos, agent, tier-2]
+mem_tier: full
+---
+
+HINDSIGHT EXECUTION (2026-07-10 pt2): phases P2+P3 SHIPPED same-day; P1 scoped for a fresh session; MTP claim CORRECTED.
+P2: harness package (61 files) + gate suite + console (index/operator/console.html) + MCP config migrated to kairos; 10/10 gates GREEN run FROM kairos (h_mcp_server, h_personality x5, toolrobust 10/10, spine 9/9, spine-2 12/12, flywheel 6/6). Staging harness carries MIGRATION-NOTE.md (harness 8092a75): kairos canonical for serving, staging = research lab.
+P3: profile-driven launcher kairos serve.py/serve.bat (kairos e967fd0): profiles/agent.toml -> ONE explicit env mapping table -> effective-config echo (banner lesson) -> schema check (exactly one recall authority) -> daemon + gateway launch with health waits. Replaces the ~150-bat launcher zoo as the daily entry: `serve.bat agent`. Engine exe + production registry still point at staging paths until P1 migrates the kernel tree (documented in the toml). CUTOVER VERIFIED: stack up via serve.bat, daemon loaded 15 episodes, gateway healthy, persist timings hold through the kairos stack (T1 7.5s / T2 6.7s / T3 capture 7.0s / T4 9.3s / T5 recall 13.9s).
+MTP CORRECTION (measurement-hierarchy honesty): the "MTP T8 40.8 tok/s" carried in MEMORY.md/charter was the DEGENERATE-PROMPT artifact - the T8 memory itself records real text = 0.87x SLOWER (prompt-lookup accept 0.07-0.23/8) on qwen3-0.6B CPU, and spec.rs is UNWIRED in the daemon (never-used warnings in the rebuild). Verify machinery byte-exact = real; the wall-clock win NEEDS a high-acceptance drafter (EAGLE/Medusa head or draft model) = P5 training project. Charter/profile/migration-map corrected (mtp=false).
+P1 (next session, scoped): CUDA-lane prefix-snapshot verb (save/restore KV[0..P) + SWA ring state; no snapshot verbs exist on that lane today - KAI-1b snapshot was the CPU/L1 lane); batch-prefill->persist handoff; legacy_policy feature flag slimming of routes.rs. Interim cold-chat cost ~30ms/tok prefill (measured), extensions 7-14s.

memory-okf/sum/025b3ccc1c2fe113.md

@@ -0,0 +1,24 @@
+---
+type: memory
+title: HINDSIGHT P2+P3 SHIPPED: kairos is the daily driver (serve.bat agent); MTP 40.8 claim corrected (drafter-blocked)
+description: Harness+console+MCP migrated to kairos, 10/10 gates GREEN there; serve.py profile launcher replaces the bat zoo (effective-config echo, one-authority schema); cutover verified with persist timings holding (6.7-9.3s). MTP honest correction: real-text 0.87x, spec.rs unwired - drafter is the missing piece (P5). P1 prefix-snapshot scoped for a fresh session.
+timestamp: 2026-07-10T04:41:09Z
+resource: kairos e967fd0; harness 8092a75
+sp_status: GREEN
+sp_gate: kairos gate suite 10/10 + cutover timing probe 5/5
+sp_commit: kairos e967fd0; harness 8092a75
+sp_repro: cd shannon-prime-kairos; serve.bat agent; python harness_tests/h_mcp_server.py
+mem_kind: agent
+mem_addr: 025b3ccc1c2fe113
+mem_verified: unverified
+mem_lifecycle: active
+tags: [hindsight execution, kairos P2, kairos P3, serve.py, profiles toml, launcher zoo replaced, cutover verified, MTP corrected, drafter blocked, prefix snapshot scoped, 10 gates green in kairos, agent, tier-1]
+mem_tier: summary
+mem_full: 025b3ccc1c2fe113
+---
+
+# HINDSIGHT P2+P3 SHIPPED: kairos is the daily driver (serve.bat agent); MTP 40.8 claim corrected (drafter-blocked)
+
+Harness+console+MCP migrated to kairos, 10/10 gates GREEN there; serve.py profile launcher replaces the bat zoo (effective-config echo, one-authority schema); cutover verified with persist timings holding (6.7-9.3s). MTP honest correction: real-text 0.87x, spec.rs unwired - drafter is the missing piece (P5). P1 prefix-snapshot scoped for a fresh session.
+
+Full context: [full/025b3ccc1c2fe113.md](../full/025b3ccc1c2fe113.md)