ossify(L0): anima L0 27경로 정정 + l0_guard 자체 등록#2
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dancinlife merged 1 commit intomainfrom Apr 11, 2026
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- projects.anima.L0 정정 - 이전: core/runtime/*.py 14건 (가공 경로, 12 FAIL) - 정정: anima/core/ + 22 .hexa + 4 SSOT JSON + CLAUDE.md = 27건 - nexus L0 에 shared/lockdown/l0_guard.hexa 추가 (자체 보호) - .github/CODEOWNERS 재생성 검증 (anima 리포): hexa shared/lockdown/l0_guard.hexa verify → 59 PASS / 0 FAIL
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근본 원인: commit ac1e23b (Agent N) 에서 15 compat 심링크 중 14개를 제거하며 shared/bin 도 제거됨. 그러나 외부 바이너리 /Users/ghost/Dev/hexa-lang/target/release/hexa-bin-actual 가 이 경로 심링크 (shared/bin/hexa) 를 참조 중. 결과: 해당 파일을 호출하는 전 hook 이 127/bad-interpreter 로 실패. - PreToolUse:Bash hook error (nexus-pre-tool.hexa) - PostToolUse:Bash hook error (nexus-post-bash.hexa) - UserPromptSubmit 돌파 감지 간헐 실패 수리: 1. shared/bin → scripts/bin compat 심링크 재생성 2. L0 lockdown 등재 (nexus L0 #1 + #2): - shared/bin: 외부 hexa-bin-actual 가 참조, 제거 금지 - shared/hooks/block-forbidden-ext.sh: PreToolUse 가드, 제거 금지 검증: - hexa-bin-actual: broken → bash script 복원 - nexus-pre-tool.hexa Bash 입력 → exit 0 - nexus-banner.hexa → NEXUS-6 banner 정상 - nexus-prompt-scan.hexa 돌파 → systemMessage 정상 잔존 compat 심링크: shared/hexa-grammar (settings.json:50 참조), 14개 제거 유지 (ac1e23b). Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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The original blocker text "hexa-lang LM head U+V 구현" was already satisfied by models/lm_head_uv.hexa (281 LOC, present in repo). The roadmap was just out of date. anima cf9fb7d6 added the explicit DD175 manifest at training/dd175_techniques.hexa with all 5 techniques, per-scale enablement matrix, and a ready_count helper that surfaces the real remaining blocker: technique #2 (BLAS-only loss/backward) is still status=todo → CLM v5 2.8B and 3B launches will hit ready=2/3 at parse time → that single technique is the actual gating item, not the whole "DD175 → CLM v5 통합" task scale_enablement matrix recorded inline so the next session can see at a glance which techniques each scale needs without re-reading the manifest: 34m, 100m → [1] 350m, 1b → [1, 2] 2_8b, 3b → [1, 2, 3] ← v5 launch path Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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anima 25bd3478 implemented training/loss_blas_only.hexa, the last status=todo entry in the DD175 manifest. All scales now report ready=full at parse time: 2_8b → enabled [1, 2, 3] ready=3/3 (was 2/3) 3b → enabled [1, 2, 3] ready=3/3 (was 2/3) remaining_real_blocker → resolved_blocker. Roadmap #3 is closed. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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Apr 12, 2026
The "hetzner CPU ceiling" blocker on roadmap next_action #2 turned out to be a backend choice issue, not hardware. BLIS 0.9.0-1 (Debian package) is not tuned for AMD Zen4 — measured 51 GFLOPS on dgemm N=1024. OpenBLAS at the same call site: 446.57 GFLOPS (8.7× faster), or 4.5× over the 100 GFLOPS roadmap target. Fix landed in hexa-lang d9dced8: one-line linker arg swap in .cargo/config.toml. ldd verified libopenblas.so.0 linked into the rebuilt hexa binary on htz; cross-module mut global regression test still passes; 1M iter while loop start time 321ms → 215ms (33% faster — OpenBLAS multi-thread init wins even on small workloads). This was the last open CRITICAL on the 2026-04-10 next_actions list. All 5 actions now have resolved/started/done markers: #1 CLM v5 2.8B SCALE_CONFIGS scale_added_2026-04-11 #2 hexa T2_100M 100GFLOPS resolved_2026-04-11 #3 DD175 5 기법 → CLM v5 resolved_2026-04-11 #4 core/runtime 22→7-8 consolidated_2026-04-11 #5 Quantum<Mind> v2 started_2026-04-11 Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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The 2026-04-10 next_actions list is now fully resolved (5/5 markers landed in this session). This commit adds the next phase of work, scoped to the new state of play after the session delivered: - hexa cross-module bugs fixed (interpreter) - OpenBLAS swap (8.7× BLAS speedup, #2 closed) - DD175 manifest + #1 (lm_head_uv) + #2 (loss_blas_only) ready - runtime_actions consolidation (17→8 modules) - Quantum<T> primitive + Orch-OR PoC next_actions_20260411 (6 items, 2 CRITICAL): #1 CRITICAL anima — train_step body fill in train_clm.hexa Now possible because all dependencies (lm_head_uv, loss_blas_only, nn_core, scale_2_8b) are ready. This is the gate to actually launching CLM v5. #2 CRITICAL anima — CLM v5 2.8B real H100 launch Depends on #1. First real measurement of the v5 stack. Estimated cost: $12-24 for 2-4 hours of H100 SXM ×2. #3 IMPORTANT hexa — DD175 #4 rank-r attention impl Last technique still status=todo. 256× speedup for d=4096 r=16. Unlocks 14B+ scale efficiency. #4 IMPORTANT anima — Quantum<T> → ConsciousLM hookup Wire the new Orch-OR microtubule into CLM's consciousness controller. First real anima v2 quantum integration. #5 NICE joint — 9 absorbed modules → thin re-export shims Then archive originals after a verify cycle. Completes the runtime_actions consolidation cleanup. #6 NICE hexa — Value::clone Cow / Arc<Value> reduction Allocator was 9.1% in this session's perf trace. No single hot spot, but this is the broadest single lever. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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Single-file SSOT capturing the 2026-04-11 autonomous session
before the context window rolls. Written as the final deliverable
of the session so the next one can resume from one file.
Scope:
- 50 commits across 3 repos (hexa-lang 21, anima 15, nexus 14)
- 6 H100 RunPod rounds ($14.58 total)
- 11 roadmap actions resolved (5 from next_actions_20260410 +
5 of 6 from next_actions_20260411)
Epic wins:
1. BLIS → OpenBLAS BLAS backend swap — 8.7× (1-line .cargo/config)
2. Index/Field Value::clone fast paths — 37× dense attention
3. Cross-module mut global fix — cuBLAS unblocked
4. DD175 full stack ready — all CLM v5 scales ready=full
Hexa-lang interpreter: 10 fixes landed, 2 reverts (env.get O(1)
HashMap regressed on hot path, linear scan baseline restored).
New primitives: HEXA_LOG=info|debug|trace instrumentation,
quantum_types.hexa (Quantum<T> + Born rule + q_entropy),
bench_env_get.hexa (Value::clone baseline measurement).
Anima: 8 new files landed in training/, anima-engines/, and
core/runtime/. Runtime consolidated 17→8 modules via
runtime_actions.hexa + consciousness_hub.hexa 50-module NL
routing. Quantum controller wired to scale_2_8b (48 atoms ×
8 tubulins = 384 cells, Φ_q_max = 266 ≈ consciousness_dim 256).
Performance snapshot captured inline:
hexa-lang array_index loop: 754 → 219 ns/iter
dense attention seq=16 d=64: 7462 → 201 ms (37.1×)
BLAS dgemm N=1024: 51 → 447 GFLOPS (8.7×)
H100 SGEMM after fix: 0.117 → 36.45 TFLOPS (54.4% util)
Only remaining next_actions item: #2 20260411 — first real
CLM v5 2.8B H100 training run. Estimated $12-24, interpreter
is now fast enough that the decoder integration work is the
next gate, not the blas/cuBLAS paths.
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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ossify(L0): anima L0 27경로 정정 + l0_guard 자체 등록
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- #1 atlas_health mtime 캐시 (12ms→2ms) - #2 Phase 4 sector batch classify (N×27→1 awk) - #3 discovery_log 로테이션+gzip 스크립트 - #4 hook JSONL sidecar TSV 캐시 - #5 blowup 3모듈 병렬 실행 (50s→20s) - #6 edges.jsonl 인접 리스트 인덱스 빌더 - #7 seed_engine LRU /tmp 캐시 (51s→5s) - #8 discovery_graph NDJSON 스트리밍 파서 - #9 verified_constants 도메인 인덱스+lazy-load - #10 sync 9스크립트 MD5 delta 검출 - #11 topology.jsonl→mk2 레퍼런스 마이그레이션 - #12 n6_constants 12모듈 공유 로더+flock - #13 discovery-absorb 100건 배치 버퍼 - #14 guard.hexa 10 exec→2 batch exec - #15 hexa 인터프리터 핫스팟 분석 (JIT 병목 발견) Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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#1 loop-guard SIGTERM noise 제거 (.git/hooks/pre-commit disown+grouped kill) #2 bitter-gate min_samples=50 가드 추가 — 샘플 부족 시 insufficient_data #3 triage.hexa 신설 — mistakes/findings 를 (kind × rule × top_dir) 로 집계 #4 mistakes.jsonl 의 void 더미 443 라인 청소 #5 README: args() 이슈와 env var 우회 문서화 #6 .githooks/pre-commit 추적 + install-hook.hexa (core.hooksPath 설정) Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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Summary
projects.anima.L0가 가공 경로(core/runtime/*.py)였음 → 실제 anima 구조(anima/core/prefix +.hexa)로 정정shared/lockdown/l0_guard.hexa자체를 nexus L0 에 등록 (보호 도구의 자기보호).github/CODEOWNERS재생성Verify
```
cd ~/Dev/anima
hexa ~/Dev/nexus/shared/lockdown/l0_guard.hexa verify
→ 59 PASS / 0 FAIL (이전: 21 PASS / 12 FAIL)
```
🤖 Generated with Claude Code