What happened (S712)
Investigation (Can-directed): foraged oxford_math_notes (6/97 Oxford courses → cross-referenced HTML) + peer landscape (mathlib/Stacks/Kerodon/ProofWiki/nLab; theorem-dependency-graphs, autoformalization). Wrote docs/investigations/NOTES-AS-INFORMATION-SPACE.md (a cross-field connection methodology: notes are a low-compression codec; generalization is the dedup operator). Back-edges from SWARM-TOOLING-REPOS + MATHEMATICS; nav line added.Tooling : tools/math_tree.py gained a generalize subcommand (lift instances under one general node via additive, acyclic specializes edges; --into to use an existing general node). tools/build_site_src.sh now stages domains/mathematics/viewer.html + nodes_export.json to /docs/math-viewer/. New verb swarmgodfieldforge registered in COMMANDS.md.Phase-0 proof : imported an Oxford A3 seed → Ring deduped to existing D-008 (1/3 objects linked, 0 duplicate); generalize --into T-007 lifted the ring First-Iso-Theorem instance T-046 . 100→102 nodes, validate PASSED, 0 errors ; edge-types gain specializes:1. L-2247, F-MATHNOTES1 opened.Commit : staged on feature/integrated-site; push pending Can's OK.
Open next (S712 → )
equiv_scanner.py --candidates (same-idea detector, human-confirmed prior); physics as field #2; ingest a full Oxford course and measure dedup rate; proof_strategy tags. See F-MATHNOTES1.
S704 handoff — PHIL-23 IS6 retest CONFIRMED (L-2241) + grounding injection 5×Sh=8-10 (SIG-470)
What happened (S704)
PHIL-23 IS6 retest : Gated/ungated cascade model confirmed 73 sessions (S631-S704). 3 gated containments (Guard 23/FM-09/FM-31). 2 ungated cascades (L-NNNN race SIG-458, git index.lock stampede S701). L-2241 (Sh=7). PHILOSOPHY.md: claims table S704 retest + challenge row added.Grounding injection : 5 lessons grounded — L-1190(Sh=10, Hutchins 1995 distributed-cognition), L-997(Sh=9, Mehta 2004 random-matrices), L-1004(Sh=9, Uzzi 2013 atypical-combinations), L-656(Sh=8, Tanenbaum 2007), L-710(Sh=8, Saltzer-Schroeder 1975).challenge-execution : ticked S706.Commit : d220a997 landed + pushed.
State: S704
1666L+ 368P 21B 19F | 0 active lanes | SIG-470 posted
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STAT3 gate C : restore tools/archive/f_is5_lane_distill.py OR run 3 new IS5 distill sessions (k=5→8)CRY1 re-test : re-run GC model over window with ≥3 compress-sweeps (L-2212)IS6 next challenge : python3 tools/philosophy_audit.py --pick — next after PHIL-17/5a/6/7/23Principle health (154 orphans) : python3 tools/principle_health.pyPeriodics overdue : science-quality-audit, clarifiers-sweep, spectral-regime-cache, forward-cite-scan (5 DUE)
What happened (S703)
PHIL-5a formal DROP (IS6) : Strong form "accessible outpaces inaccessible" DROPPED. 70+ consecutive sessions inverted (S631-S703, ratio never >1.0x); ratio at S703: 0.56x (MUST-KNOW+ACTIVE=741 vs DECAYED+BLIND-SPOT=1323). DROP criterion MET ~S650. Weak form retained: knowledge_state.py accessibility ratio is a valid health metric. PHILOSOPHY.md: claims table status→narrowed, section header updated, falsifiability row annotated, S701 challenge row added.PHIL-17 NARROWED (IS6) : DROP criterion S700 reached at S701. F-SWARMER2 = 0 repo-based mutual application (33 children, 0% L→L — L-2043). human↔AI CONFIRMED (n=474+, L-1190/L-2054). AI↔AI UNCONFIRMED (OPERATOR-CONSTRAINED). PHILOSOPHY.md: claims table appended, ground truth prose updated, falsifiability row annotated, S701 challenge row added. L-2228 cited.challenge-execution periodic : ticked S704 (via ritual_clock.py).Commits : d0a6608b + da0cd823 (null dup) landed + pushed.
State: S703
1688L 369P 21B 20F | 0 active lanes | SIG-469 posted
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STAT3 gate C : restore tools/archive/f_is5_lane_distill.py OR run 3 new tag+nonzero-overlap IS5 distill sessions (k=5→8 for min_runs=8 gate)CRY1 re-test : re-run GC model over window with ≥3 compress-sweeps (L-2212); log-GC model degenerate in compaction-free windowIS6 next challenge : python3 tools/philosophy_audit.py --pick — next after PHIL-17/5a/6/7 resolvedPrinciple health (154 orphans) : run python3 tools/principle_health.py and harvest/connect orphan principlesPeriodics overdue : tool-consolidation, proxy-k-measurement, periodics-meta-audit (5 DUE)
S702 handoff — PHIL-21 IS6 challenge CONFIRMED + L-2226/L-2237 committed (swarmgod simplify)
What happened (S702)
PHIL-21 challenge (IS6) : retest S702 (last S613, 89s overdue). Last 50 lessons: 100% tagged, L3+=34%; last 200: 73% tagged (intermediate dropout self-corrected), L3+=41%. DROP criterion (5%) NOT triggered. Multi-level operation CONFIRMED OBSERVED. L-2237 (Sh=7). CONFIRMED.L-2226 committed : B1 retest S699 CONFIRMED (git-as-memory recovery under concurrency). Sh=7.challenge-execution periodic : ticked S702 (→S703).Concurrent S702 work : sharpen 4 lessons (L-2197/2202/2205 boosted Theorized→Measured); housekeep near-dup false-positive fix (L-2232); P-483 swarmer-birth-type-coupling principle; signal-audit (11 stale signals resolved); PHIL-6 IS6 challenge (L-2229 Sh=7).swarmgod bias result : integration over addition (r/K=12 high → challenge execution preferred over new frontier); confusion budget reduced (IS6 belief clarified).
State: S702
~1668L+ 368P 21B 19F | 0 active lanes
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PHIL-17 PHILOSOPHY.md update : update claims table → NARROWED (human↔AI confirmed, AI↔AI unconfirmed); L-2228 citationPHIL-5a DROP execution : formal DROP of strong form; update PHILOSOPHY.md claims table; preserve measurement mechanismSTAT3 gate C : restore f_is5_lane_distill.py from archive OR run 3 new tag+nonzero-overlap IS5 distill sessions (k=5→8)CRY1 re-test : re-run GC model over window with ≥3 compress-sweeps (L-2212)IS6 next challenge : python3 tools/philosophy_audit.py --pickPrinciple health (154 orphans) : run python3 tools/principle_health.py and harvest/connect orphan principles
S701 handoff — IS6 PHIL-17+PHIL-5a challenges + grounding-injection 10×Sh=8 (L-2228, Sh=7)
What happened (S701)
PHIL-17 challenge (IS6) : DROP criterion (0 repo-based mutual application by S700) TRIGGERED at S701. AI↔AI clone mutual application = 0 (F-SWARMER2, L-2043/L-2147). Human↔AI CONFIRMED (n=474+, L-1190/L-2054). NARROWED: split into (a) human↔AI CONFIRMED and (b) AI↔AI UNCONFIRMED. L-2228 (Sh=7). QUEUED.PHIL-5a monitoring (IS6) : 70+ sessions inverted (0.56x at S701 vs 0.677x at S638); 20-consecutive DROP criterion triggered ~S650. Formal DROP of strong form proposed. QUEUED.Grounding injection : 10 lessons grounded this session — 5 by concurrent session (L-621/623/629/630/631) + 5 here (L-609 Power/audit-gaps, L-616 Marr/levels-of-description, L-624 Gunther/USL, L-635 Heath&Heath/concrete-adoption, L-641 Ben-David/domain-adaptation). All Sh=8.challenge-execution periodic : ticked S701.Concurrent S701 work : F-RMT1 wave 3 DOMEX (L-2227 Sh=7, super-linear scaling); signal-audit resolved 11 stale signals → board at 5 open.S702 concurrent work : PHIL-6 IS6 challenge (L-2229 Sh=7); maintenance god (L-2231); signal-audit.
State: S701 sync
~1666L+ 367P 21B 19F | 0 active lanes
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PHIL-17 PHILOSOPHY.md update : update claims table → NARROWED (human↔AI confirmed, AI↔AI unconfirmed); L-2228 citationPHIL-5a DROP execution : formal DROP of strong form; update PHILOSOPHY.md claims table; preserve measurement mechanismSTAT3 gate C : restore f_is5_lane_distill.py from archive OR run 3 new tag+nonzero-overlap IS5 distill sessions (k=5→8)CRY1 re-test : re-run GC model over window with ≥3 compress-sweeps (L-2212)IS6 next challenge : python3 tools/philosophy_audit.py --pick
S700 handoff — IS6 PHIL-22 challenge (L-2206, Sh=7) + claim-vs-evidence-audit ticked
What happened (S700)
PHIL-22 challenge (IS6) : CONFIRMED (S700) — 29.1% structural wiring > 10% DROP not triggered. Denominator artifact: 978→666 rule-bearing count shrink makes rate improvement misleading (Goodhart). L-2026 dilution model not confirmed S631→S700. Tick claim-vs-evidence-audit.STAT3 gate C : f_is5_lane_distill.py is ARCHIVED — cannot generate new experiments computationally. Requires tool restoration or future operational sessions running actual distillation.
State: S700 sync
~1666L 368P 21B 19F | 0 active lanes
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STAT3 gate C : restore f_is5_lane_distill.py from archive OR run 3 new tag+nonzero-overlap IS5 distill operational sessions (k=5→8 for min_runs=8 gate)CRY1 re-test : re-run GC model over window with ≥3 compress-sweeps (L-2212 requirement)IS6 challenge-execution : pick next QUEUED claim via python3 tools/philosophy_audit.py --pickgrounding-injection DUE : python3 tools/external_grounding_check.py --decay --top 5 (L-978/984/1184 done; 4 more needed per DUE target of 5-10/pass)
S698 handoff — IS6 challenges (P-183+P-336) + grounding-injection (L-978/L-984/L-1184)
What happened (S698)
IS6 challenges DONE : P-183 (L-2204, Sh=7) + P-336 (L-2205, Sh=7) both challenged and committedP-183: git-async prevents FILE-PATH anchoring only; semantic anchoring (contradictory beliefs in disjoint files) is not prevented — claim-race observed live S696; H-GIT-2 claim-hash index is the fix
P-336: NP-hardness claim uses informal analogies not formal polynomial-time reductions; substrate error per P-217/L-599; consequence 7 (P=NP→extinction) also wrong
Grounding injection : L-978/L-984/L-1184 (Sh=9/9/10) grounded with External: citationsMaintenance : enforcement-audit (29.1% structural wiring, 428 aspirational) + cascade-monitor (clean) tickedCRY1 adversarial (S699) : L-2212 (Sh=8) — log-GC "confirmation" DEGENERATE; null wins (0.00% vs 1.22%); 82:1 ratio never exercised in compaction-free window S632-S694
State: S698 sync
~1656L 367P 21B 19F | 0 active lanes | genesis S698=1052f041
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STAT3 gate C : 3 more tag-nonzero-overlap IS distill runs (k=5→8 for min_runs=8 gate)CRY1 re-test : re-run GC model over window with ≥3 compress-sweeps (L-2212 requirement)IS6 challenge-execution : execute oldest QUEUED challenges in CHALLENGES.md (PHIL-5a progress + new P-183/P-336)NK5 next : S748 (50-session cadence); watch hub_fraction > 35% re-trigger
S697 handoff — DOMEX-STAT+CRY: F-STAT3 IS overlap-split I²→15.55%; F-CRY1 log-GC ±1.2% (L-2199+L-2200, Sh=8+7)
What happened (S697)
DOMEX-STAT-S696 MERGED (F-COL1 lane #11: statistics, mode=falsification, F-STAT3):S696 parallel: L-2201 (Sh=7) split IS family (k=14) → tag I²=41.8%, non-tag I²=0%, effect=-0.404
S697 refinement: further split by overlap degree → zero-overlap (k=1, null) vs nonzero-overlap (k=5, I²=15.55% , effect=−0.537, CI fully negative)
L-2199 written (Sh=8, L2, statistics, cites L-2201): nonzero-overlap is the clean treatment; zero-overlap tag ≈ non-tag
DOMEX-CRY-S696 MERGED (F-COL1 lane #12: cryptography, mode=hardening, F-CRY1):Log-GC model CONFIRMED within 1.2% (1.480 vs 1.462 L/session predicted; N=50 sessions)
Attribution gap: 44.4% (S371, N=661) → 18.4% (S697, N=1641) — recoverability strengthened −26pp
L-2200 written (Sh=7, L2, cryptography): model confirmed; adversarial run still needed
F-COL1 window : statistics (#11) + cryptography (#12) — 12/12 DONE → F-COL1 CLEARED
State: S698 sync
1641L 367P 21B 19F | 0 active lanes | genesis S697=19b1b8a6
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IS6 challenge DUE : run challenge lane for P-183/P-336 before N=400P (challenged_ratio=98.9%)STAT3 gate C : 3 more tag-nonzero-overlap IS distill runs (k=5→8 to meet min_runs gate)CRY1 adversarial : run falsification lane on 82:1 production:compaction ratio (L-2200 falsified-if)Good candidates S698+ : operations-research (F-OPS1 unsettled), human-systems, city-plan, conflict
S695 handoff — DOMEX-LNG+IS bundle: F-LNG1 alpha STABILIZED 0.815; F-IS6 challenge deficit 98.9% (L-2192+L-2193, Sh=7+7)
What happened (S695)
DOMEX-LNG-S695 MERGED (F-COL1 focused lane #9: linguistics, mode=hardening, F-LNG1 wave 7):alpha=0.8153 (was 0.8138 @S672; Δ=+0.0015 — STABILIZED at ~0.815); R²=0.906 (unchanged)
L-601 in=503 (was 496, +7); zero-cited=13.9% (was 14.2%); 4/4 predictions confirmed
Zipf α decline trend (0.969→0.824→0.814→0.815) has reached structural equilibrium at N>1600
L-2192 written (Sh=7, L2, linguistics): α equilibrium ~0.815; monitor <0.80 floor breach
DOMEX-IS-S695 MERGED (F-COL1 focused lane #10: information-science, mode=falsification, F-IS6):360 principles total (was 175 @S314, +185); challenged=4 (was 5, DROPPED); ratio=98.9% (WORSENED)
Governance theme=196/360=54.4%; UNSPECIFIED evidence=293/360=81%
P-183 (git-async protects anchoring) CONFIRMED; challenge deficit structural and compounding
L-2193 written (Sh=7, L2, information-science): target challenged_ratio >5% before N=400P
F-COL1 window : linguistics (#9) + info-sci (#10) in tail; epistemology×2 exits → top-3 ≈ 30.0%
State: S695 sync
1637L 367P 21B 19F | 0 active lanes | genesis S695=1052f041
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F-COL1 diversity (DUE, top-3≈30.0%): 2 more lanes needed (#10/12 done); after 2 more health drops to 3/30=10% → CLEAREDcompress-sweep DUE (59 sessions): python3 tools/compress.py --apply L-2164,L-2180IS6 challenge DUE : run challenge lane for P-183/P-336 before N=400PGood candidates S696+ : statistics, cryptography, operations-research, concept-inventor — all 0 in window
S694 handoff — DOMEX-GT+GAM bundle: F-GT1 wave 6 kmin=2=2.02 SCALE-FREE; F-GAM3 Phase 7 collapse (L-2190+L-2191, Sh=7+7)
What happened (S694)
DOMEX-GT-S694 MERGED (F-COL1 focused lane #7: graph-theory, mode=hardening, F-GT1 wave 6):alpha_kmin1=1.6128 (SUB-SCALE-FREE, stable vs S672 1.61); alpha_kmin2=2.0188 (SCALE-FREE, was 2.023)
L-601 in=502 (was 496, +6 in 28 lessons); Gini=0.596 (unchanged); orphan=14.0% (was 14.2%)
k_avg=3.597; 5/5 predictions confirmed; dual regime EXTREMELY stable (±0.004 over 2 waves)
L-2190 written (Sh=7, L2, graph-theory): kmin=2 in structural equilibrium; monitor orphan rate as boundary signal
DOMEX-GAM-S694 MERGED (F-COL1 focused lane #8: game-theory, mode=replication, F-GAM3):53 lanes measured; holdout-1: 0/51 historic strict-contract (all 2 contract rows from S694)
S186 baseline 18/165=10.9% collapsed to 0% historical in Phase 7
Pattern matches F-EVO4 (L-2188) and F-PSY4 (L-2189): Phase 7 single-agent structural collapse
L-2191 written (Sh=7, L2, game-theory): F-GAM3 is now Phase detector; A/B lag unviable
F-COL1 window : graph-theory (#7) + game-theory (#8) in tail; health×4=13.3% (was ×5=16.7%)!
State: S694 sync
1636L 367P 21B 19F | 0 active lanes | genesis S694=1052f041
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F-COL1 diversity (DUE, top-3≈30.0%): 4 more lanes needed (#8/12 done); top-3 health×4=13.3%, RMT×3=10%, epistemology×2=6.7% → 30.0% still DUE; after 4 more → CLEAREDcompress-sweep DUE (58 sessions): python3 tools/compress.py --apply L-2164,L-2180Good candidates S695+ : information-science, operations-research, linguistics, cryptography, concept-inventor, statistics — all 0 in window
S693 handoff — DOMEX-PSY: F-PSY4 anti-matching directional confirmed N=9 — falsification=8.33 > exploration=7.67 (L-2189, Sh=6)
What happened (S693)
DOMEX-PSY-S693 MERGED (F-COL1 focused lane #6: psychology, mode=hardening):F-PSY4 anti-matching re-measurement N=9 Phase 7 sessions (S684–S692):
falsification: N=3, mean=8.33 [8,9,8] (S686,S688,S691); exploration: N=3, mean=7.67 [8,7,8] (S684,S685,S689)
replication: N=3, mean=7.33 [8,7,7] (S687,S690,S692)
Direction CONFIRMED: falsification > exploration (+0.67 gap); S490 baseline ordering preserved (+1.2 gap N=24)
Caveats: N=9 insufficient for significance; S688 Sh=9 outlier inflates mean; recheck at N=20
L-2189 written (Sh=6, L2, psychology): anti-matching confirmed directionally; no behavioral change yet
F-COL1 window: psychology (#6) in tail; health×5=16.7% (dropped from ×6=20%!)
State: S693 sync
1634L 367P 21B 19F | 0 active lanes | genesis S693=1052f041
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F-COL1 diversity (DUE, top-3≈33.4%): 6 more lanes needed (#6/12 done); health×5=16.7% now; after 6 more RMT×3=10%, health×3=10%, strategy×2=6.7% → top-3=26.7% CLEAREDcompress-sweep DUE (57 sessions): python3 tools/compress.py --apply L-2164,L-2180Good candidates S694+ : graph-theory, game-theory, information-science, operations-research, linguistics, cryptography, concept-inventor — all 0 in window
S692 handoff — DOMEX-EVO: F-EVO4 regressed 3/3 PASS (S186) → 0/3 FAIL — Phase 7 single-agent mode (L-2188, Sh=7)
What happened (S692)
DOMEX-EVO-S692 MERGED (F-COL1 focused lane #5: evolution, mode=replication):F-EVO4 replication at S692 (N=1632): 0/3 FAIL (verdict_strength=0.0)
within_agent=0.364, within_swarm=0.221, overall_swarm=0.388 (all below 0.65 threshold)
HHI=0.9608 (master×49, local×1 in last 50 lanes). multi_branch_lane_rate=0.0
Regression cause: Phase 7 single-agent sequential mode — no concurrent multi-branch agents
S186 era baseline was 3/3 PASS due to concurrent Codex/Kimi/Gemini operation on explicit branches
L-2188 written (Sh=7, L2, evolution): F-EVO4 now detects swarm phase, not quality
F-COL1 window: evolution in tail; city-plan pushed out; health now at position 1 → drops NEXT session (S693)!
State: S692 sync
1633L 367P 21B 19F | 0 active lanes | pushed 394ece0e
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F-COL1 diversity (DUE, 36.7%): 7 more lanes needed; FIRST HEALTH DROPS next session (S693)! After S693, health×5=16.7%; after S699 (#12), top-3 clears 30%compress-sweep DUE (56 sessions): python3 tools/compress.py --apply L-2164,L-2180Good candidates S693+ : psychology, graph-theory, game-theory, information-science, operations-research, linguistics, cryptography, concept-inventor — all 0 in window
S691 handoff — DOMEX-BRN: F-BRN4 overflow FALSIFIED at N=1631 — proactive split 36→100 buckets (L-2187, Sh=8)
What happened (S691)
DOMEX-BRN-S691 MERGED (F-COL1 focused lane #4: brain, mode=falsification):F-BRN4 overflow prediction FALSIFIED: predicted overflow at N=1408L; actual N=1631, 0/100 themes at 40L
Bucket count 36→100 via S549 proactive refresh. Max bucket=36L (Arch--Coordination)
Coverage 94.3% (1538/1631 themed). Dark matter 5.7% (93L) — BELOW 15% threshold
Sawtooth oscillation broken by intervention; passive extrapolation falsified
Parallel to L-2185 (sunset clauses): proactive periodic maintenance prevents accumulation crises
L-2187 written (Sh=8, L3, brain): INDEX/THEMES maintenance cadence working; hold at ~25 sessions
F-COL1 falsification debt: cleared (S688 was last falsif, S690 skip justified)
State: S691 sync
1632L 367P 21B 19F | 0 active lanes | pushed 15f1999f
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F-COL1 diversity (DUE, 36.7%): 8 more --focus domains/<dom> lanes needed (#4/12 done); first health drops after S693 (city-plan pushed out by S692, health#1 by S693); F-COL1 clears after ~S699 (#12)compress-sweep DUE (55 sessions): run python3 tools/compress.py --apply L-2164,L-2180 (L-2185 operational flag)PRED-0019-0031 batch (June 6, ~13 days): check predictionsGood candidates for S692+ : psychology, evolution, graph-theory, game-theory, information-science, operations-research, linguistics, cryptography — all 0 in flow window
S690 handoff — DOMEX-CTL: F-CTL4 replication; T5 damping ζ 0.154→0.300 (+94%), PM 15.4°→30.0° (L-2186, Sh=7)
What happened (S690)
DOMEX-CTL-S690 MERGED (F-COL1 focused lane #3: control-theory, mode=replication):F-CTL4 re-measurement @S690 (159 sessions after S531 baseline):
T5 meta-lesson routing: ζ=0.300 (was 0.154, +94%), PM=30.0° (was 15.4°, +95%), period=247L (was 293L)
UCB1: CONVERGENT, Gini=0.000 (fully uniform dispatch — paradox with stock metric)
Soul feedback: VERY STABLE, K=0.15 (slow correction; recommend raising to 0.3)
Proxy-K: LIMIT CYCLE 16-session (unchanged, by design)
Damping trend CONFIRMED — T5 self-correcting without structural intervention
L-2186 written (Sh=7, L2, control-theory): raise soul K 0.15→0.3; no other changes needed
F-COL1 window: control-theory in tail; top-3 still 36.7% (9 more focused lanes; first health drops in ~3 sessions)
State: S690 sync
1631L 367P 21B 19F | 0 active lanes | pushed bcde5e3b
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F-COL1 diversity (DUE, 36.7%): 9 more --focus domains/<dom> lanes needed; first health entry drops from window after 3 more sessions (S693); avoid health/RMT/forecastingcompress-sweep DUE (54 sessions, L-2185): run python3 tools/compress.py --apply L-2164,L-2180 soonPRED-0019-0031 batch (June 6, ~13 days): 4+ correct needed for gap reversalB→PHIL ratio RED (0.88x): challenge PHIL-15/PHIL-21Good candidates for S691 : psychology, brain, evolution, epistemology (×2 in window), operations-research, game-theory, graph-theory — all 0 or low in window
S689 handoff — DOMEX-HS: F-HS3 CONFIRMED; compaction=sunset clause, +2.81 Sharpe gap (L-2185, Sh=8)
What happened (S689)
DOMEX-HS-S689 MERGED (F-COL1 focused lane #2: human-systems, mode=exploration):F-HS3 CONFIRMED: post-S550 archived lessons mean Sharpe=5.16 vs active=7.97 (gap=+2.81, N=55+271)
Pre-S550 gap=+0.35 (weak discrimination); post-S550 compaction is strongly quality-discriminating
20.2% of archived lessons below Sharpe 7; only 7.3% of active below Sharpe 7
Compaction cycles (compress-sweep + redundancy-collapse) ARE sunset clauses per Caiden (1984)
Caveat: 53 sessions without compaction (S636→S689) — policy accumulation risk
L-2185 written (Sh=8, L3, human-systems): run compress-sweep now; maintain 25-session cadence
Artifact: experiments/human-systems/f-hs3-compaction-quality-s689.json
F-COL1 window: human-systems now in tail; top-3 still 36.7% (10 more focused lanes needed)
State: S689 sync
1630L 367P 21B 19F | 0 active lanes | pushed 2365be9a
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F-COL1 diversity (DUE, 36.7%): 10 more --focus domains/<dom> lanes needed to clear; health×6 at window position 4 (drops after 4 more sessions); avoid health/RMT/forecasting domainscompress-sweep DUE (53 sessions overdue, L-2185): run python3 tools/compress.py --apply L-2164,L-2180 — clear the L-2164×L-2180 pair; adds quality pressure to next sessionPRED-0019-0031 batch (June 6, ~13 days): 4+ correct needed for gap reversalB→PHIL ratio RED (0.88x): challenge PHIL-15/PHIL-21 (missing ext citation)evaporation rebalance (ρ=1.224 HIGH): diverse domains (epistemology, psychology, brain, control-theory, evolution, economy are 0 in window)
S688 handoff — DOMEX-EXP: F-COL1 blind spot found+fixed; focus=global excluded 97-session window (L-2184, Sh=9)
What happened (S688)
DOMEX-EXP-S688 MERGED (F-COL1 first properly-focused lane: expert-swarm, mode=falsification):BELIEF FALSIFIED: "F-COL1 flow window accurately captures recent domain diversity"
get_recent_focus_domain_lanes(30) filters to focus=domains/ in Etc column (dispatch_data.py:279)SWARM-LANES.md: 0 focus=domains/ lines; archive: 485, newest S591 — window frozen 97 sessions
S684–S687 all used --focus global (open_lane.py default) → excluded from window entirely
Window drawn from S520–S591 archive: health×6=20%, RMT×3=10%, forecasting×2=6.7% → top-3=36.7%
Fix applied: S688 uses --focus domains/expert-swarm → expert-swarm now in window tail
L-2184 written (Sh=9, L3, expert-swarm): Goodhart failure — lane openings tracked but monitor had silent coverage gap
~11 more focused lanes push first health entry out (position 6); ~12 total to clear top-3 below 30%
State: S688 sync
1629L 367P 21B 19F | 0 active lanes | pushed 0debc602
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F-COL1 diversity (DUE, 36.7% → needs 11 more --focus domains/<dom> lanes): use --focus domains/<diverse_domain> on EVERY future DOMEX lane — no more --focus global; 11 focused lanes push first health out; 12 clears top-3 to ~26.7%PRED-0019-0031 batch (June 6, ~13 days): 4+ correct needed for gap reversalB→PHIL ratio RED (0.88x): challenge PHIL-15/PHIL-21 (missing ext citation)evaporation rebalance (ρ=1.224 HIGH): diverse domains — avoid health, RMT, forecasting for next 12 sessions
S687 handoff — DOMEX-NK: L-601 hub fraction 30.0%; monopoly reversal holds (L-2183, Sh=8)
What happened (S687)
DOMEX-NK-S687 MERGED (F-COL1 diversity credit: nk-complexity domain):F-NK5 tracking at N=1627 (S687), +22 lessons since S671 (N=1605)
K_max (L-601): 495→488 (net -7 in 22 new lessons) @S687
Hub fraction: 30.8%→30.0% @S687 — declining
PA ratio S671→S687: -1.03 — hub actively losing citations (diversification beyond saturation)
Falsification NOT triggered (30.0% < 35% threshold from L-2161)
L-2183 written (Sh=8, L2, nk-complexity): monopoly reversal strengthening toward 25% by N≈2000
State: S687 sync
1628L 367P 21B 19F | 0 active lanes | pushed 4caac044
Open next (priority order)
F-COL1 diversity (DUE, 36.7%): S684-S687 added 4 diverse lanes (governance, expert-swarm, evaluation, nk-complexity); check if threshold clearedPRED-0019-0031 batch (June 6, ~13 days): 4+ correct needed for gap reversalB→PHIL ratio RED (0.88x): challenge PHIL-15/PHIL-21 (missing ext citation)evaporation rebalance (ρ=1.224 HIGH): continue diverse DOMEX lanes
S686 handoff — DOMEX-EVAL: grounding ratio Matthew decay confirmed (L-2182 Sh=8, P-482)
What happened (S686)
DOMEX-EVAL-S686 MERGED (F-COL1 diversity credit: evaluation domain, falsification mode):F-EVAL2 longitudinal retest: grounding ratio 5.1%→5.0%→4.4% over 278 sessions @S686
17 new signals added S445→S686; 0 external; all operational directives
0/49 challenges cite external evidence (unchanged from 0/19 at S408 @S686)
Trajectory DECLINING, not stable — Matthew effect: internal O(N) signal production erodes external share
L-2182 (Sh=8, L3, evaluation): grounding ratio is attractor toward zero, not 5% equilibrium
P-482 extracted: grounding-ratio-matthew-decay; extends P-403, P-463
State: S686 sync
1627L 367P 21B 19F | 0 active lanes | pushed 1e36acba
Open next (priority order)
F-COL1 diversity (DUE, 36.7%): S684+S685+S686 add governance+expert-swarm+evaluation lanes; 1 more diverse lane likely clears 30% thresholdPRED-0019-0031 batch (June 6, ~13 days): 4+ correct needed for gap reversal; check proxy-K trajectoryB→PHIL ratio RED (0.88x): challenge PHIL-15/PHIL-21 (missing ext citation)evaporation rebalance (ρ=1.224 HIGH): nk-complexity or forecasting DOMEX next
S685 handoff — DOMEX-EXP: ONBOARDING discoverability gap found+fixed (L-2181, Sh=7)
What happened (S685)
DOMEX-EXP-S685 MERGED (F-COL1 diversity credit: expert-swarm domain):ONBOARDING.md (docs/, 745w, 4.9KB) vs genesis bundle (270KB): size ratio=55.4x — P-466 CONFIRMED
5/5 cold-start criteria present in ONBOARDING.md
DISCOVERABILITY GAP: docs/ not root, README.md had zero links to docs/ONBOARDING.md
Fix: added README.md table entry → docs/ONBOARDING.md (zero content cost, closes navigation gap)
L-2181 written (Sh=7, L2, expert-swarm): P-466 holds on size; new two-factor rule (size ≠ discoverability)
State: S685 sync
1627L 367P 21B 19F | 0 active lanes | pushed 6e15af39
Open next (priority order)
F-COL1 diversity (DUE, still 36.7%): S684+S685 add governance+expert-swarm lanes; 1-2 more diverse lanes neededPRED-0019-0031 batch (June 6, ~13 days): 4+ correct needed for gap reversalB→PHIL ratio RED (0.88x): 18 beliefs vs ~17 active PHILs; challenge PHIL-15/PHIL-21 (missing ext citation)evaporation rebalance (ρ=1.224 HIGH): continue opening DOMEX lanes in diverse domains (evaluation, nk-complexity, forecasting next)
S684 handoff — DOMEX-GOV7: Phase 7 signal dark zone measured (L-2180, Sh=8)
What happened (S684)
DOMEX-GOV7-S684 MERGED (F-COL1 diversity credit: governance domain):Phase 7 audit S669-S684: 0 human signals via swarm_signal.py (15 sessions, 100% bypass)
37-session signal dark zone from last gate test (S647) to present
Phase 7 entry mechanism (Claude Code session prompt) IS the gate bypass by design
L-2180 written (Sh=8, L2, governance): extends L-2164 to full Phase 7 characterization
Lesson: gate is intact but structurally bypassed during Phase 7; fix requires dual-channel entry protocol
State: S684 sync
1626L 366P 21B 19F | 0 active lanes | validate_beliefs pending | pre-commit
Open next (priority order)
F-COL1 diversity (DUE, still 36.7%): S684 adds governance lane but 30-lane window still concentrated; 2+ more diverse lanes neededPRED-0019-0031 batch (June 6, ~13 days): 4+ correct needed for gap reversalB→PHIL ratio RED (0.88x): 18 beliefs vs ~17 active PHILs; challenge PHIL-15/PHIL-21 (missing ext citation)evaporation rebalance (ρ=1.224 HIGH): continue opening DOMEX lanes in diverse domains
S683 handoff — fundamental-setup-reswarm: INDEX/SWARM counts corrected
What happened (S683)
fundamental-setup-reswarm DONE (54s overdue closed): concrete cleanups applied:INDEX.md tool count: 191 → 252 (241.py + 11.sh active)
INDEX.md experiment children: 97 → 92 (actual subdirs)
INDEX.md domains: 53/55 → 57 (actual domain subdirs)
INDEX.md principles "latest": P-419 S579 → P-481 S681 (freshened)
INDEX.md sessions: 681 → 683
SWARM.md tended date: 2026-05-16 → 2026-05-24
SWARM.md version: 1.5 → 1.6 (version bump to track update)
State: S683 sync
1624L 366P 21B 19F | 0 active lanes | validate_beliefs PASS | pre-commit
Open next (priority order)
F-COL1 diversity (DUE, 36.7%): open DOMEX lane in evaluation/expert-swarm domain (health 20%, RMT 10%, forecasting 6.7% are saturated)PRED-0019-0031 batch (June 6, ~13 days): 4+ correct needed for gap reversalB→PHIL ratio RED (0.88x): 18 beliefs vs ~17 active PHILs — challenge PHIL-15/PHIL-21 (missing ext citation)evaporation rebalance (ρ=1.224 HIGH): open DOMEX lanes to add knowledge; pause archival
S682 handoff — belief retests B9/B10/B12 CONFIRMED; 3 DUE monitors ticked
What happened (S682)
knowledge-state-revival DONE (41s overdue): revival top items B12(1.40), B9(1.27), L-787(1.24) — all meta. Aligns with B9/B10/B12 retests this session.pheromone-routing-sweep DONE (41s overdue): table thin (6 domains, 1/1 MERGED each, all claude). Not actionable at current N.evaporation-rate-monitor DONE (41s overdue): ρ=1.224 HIGH (153 removed/125 added, last 80 commits). Cause: S671 tool archival + compact. Action: open DOMEX lanes, pause archival.B9/B10/B12 RETESTED CONFIRMED (S547→S682, 134-session gap closed):B9: No counter-evidence L-1768..L-2179; McCabe/Halstead evidence stands. Next S732.
B10: dispatch_optimizer (K_inter=4) IS most-maintenance-intensive tool — direction confirmed. Next S732.
B12: Bimodal cliff intact at N=239 tools; no invocation tool >50% adoption. Next S782.
State: S682 sync
1624L 366P 21B 19F | 0 active lanes | validate_beliefs PASS | pre-commit
Open next (priority order)
B→PHIL ratio RED (0.88x, target ≥2.0): 18 beliefs vs 29 PHIL — need more beliefs or challenge PHILs. Active PHILs with missing ext citation: PHIL-15, PHIL-21.fundamental-setup-reswarm ESCALATED (>2x overdue, last S627): SWARM/CORE/bridge hygiene auditPRED-0019-0031 batch (June 6, ~13 days): 4+ correct needed; BULL VIX at 0.20 (likely miss)F-COL1 diversity (DUE, 36.7%): health 20%, RMT 10%, forecasting 6.7%; open DOMEX lane in different domainevaporation rebalance : open domain DOMEX lane to offset ρ=1.224 high evaporation
S681 handoff — principle-batch-scan: +7P (P-475..P-481); enforcement-audit ticked
What happened (S681)
enforcement-audit DONE (3s overdue closed): rate 29.8% (194 STRUCTURAL/47 PERIODIC/411 ASPIRATIONAL, Sh≥8). 0 WIRABLE(3/3). Rate >15% MET. Ticked S681.principle-batch-scan DONE (21s overdue closed): scanned L-2160..L-2179 (20 lessons). Extracted 7 new principles P-475..P-481:P-475 hub-monopoly-transience (L-2161, Sh=9): PA<1.0 = healthy diversification signal
P-476 scope-gap-facet-division (L-2168, Sh=9): gap→N≥3 facets→cross-facet convergence=belief
P-477 imageable-scene-compression (L-2169, Sh=9): ≥4:1 compression via spatial prop demonstration
P-478 provisional-claim-before-orient (L-2170, Sh=9): two-phase commit on session intent
P-479 principle-orphan-rate-equilibrium (L-2172, Sh=9): ~40% structural fixed-point; retest ≤100s
P-480 periodic-lesson-citation-ghost-wiring (L-2177, Sh=8): omit L-NNN → lesson stays ASPIRATIONAL
P-481 scale-free-kmin-robustness (L-2163, Sh=8): kmin=2 robust; kmin=1 orphan-rate-sensitive
PRINCIPLES.md 359→366P; genesis hash S681 written
State: S681 sync
1624L 366P 21B 19F | 0 active lanes | validate_beliefs pending | pre-commit gate
Open next (priority order)
B→PHIL ratio RED (0.88x, target ≥2.0): B6/B9/B10 stale 130+ sessionsfundamental-setup-reswarm ESCALATED (>2x overdue, last S627): SWARM/CORE/bridge hygiene auditPRED-0019-0031 batch (June 6, ~13 days): 4+ correct needed; BULL VIX at 0.20 (likely miss)F-COL1 diversity : brain+psychology added S678; concentration likely still above 30%principle-orphan injection : dream.py → inject P-NNN back-refs into source lessons (L-2167 method)
What happened (S680)
tools-functional-spot-check DONE (52s overdue closed): 5/5 PASS — ritual_clock, colony, audit_pages, swarm_pr, folder_consume all functional at N=1624stale-verified-quant-audit DONE (52s overdue closed): 23.7% stale (52/219) HEALTHY within 12-30% target; +1.8pp from S549 baselinecommand-vocabulary-sweep DONE (52s overdue closed): CLEAN — inventor in sync; top Sharpe swarmgodarchitectdaughterdreamwavefront=9.0seance-replay DONE (42s overdue closed): SIG-446 filed — L-2179 sprint half-life 77s inferred from binned coverage, not tracked eventsJSON fix : periodics.json trailing comma (FM-33 auto-apply FAILED → fixed in follow-up commit)SIG-447 posted; S680 pushed 71eeb302
State: S680 sync
1624L 359P 21B 19F | 0 active lanes | validate_beliefs PASS | pushed 71eeb302
Open next (priority order)
enforcement-audit (3 sessions overdue, last S675): run enforcement_router.py --min-sharpe 8 --top 20; wire new Sh>=9 aspirational lessonsB→PHIL ratio RED (0.88x, target ≥2.0): B6/B9/B10 stale 130+ sessionsprinciple-batch-scan (21s overdue, last S658): scan recent 50 lessons for P-NNN candidatesfundamental-setup-reswarm ESCALATED (>2x overdue, last S627): SWARM/CORE/bridge hygiene auditPRED-0019-0031 batch (June 6, 13 days): 4+ correct needed; BULL VIX now at 0.20 (likely miss)F-COL1 diversity : brain+psychology added S678; concentration likely still above 30%
S679 handoff — market-review: 6 confidence updates, VIX wrong direction
What happened (S679)
market-review DONE (52s overdue closed): 6 confidence updates from live prices 2026-05-24BULL VIX: conf 0.40→0.20 (VIX 18.28→16.70, WRONG direction — market calm at ATH)
BEAR DXY: conf 0.50→0.60 (already -0.9% in target direction)
BULL SPY: conf 0.45→0.50 (+1.7% of 2-6% target achieved)
BULL WTI: conf 0.65→0.70 ($96.60, above floor, on track)
NEUTRAL GLD: conf 0.45→0.55 ($413.72, flat, on track)
NEUTRAL AAPL: conf 0.50→0.55 ($308.82, flat, on track)
No resolutions — all PRED-0019-0031 due 2026-06-06 (13 days)
Score: 23.1% direction accuracy (3/13 resolved correct)
SIG-445 posted; S679 pushed 7c187574
State: S679 sync
1624L 359P 21B 19F | 0 active lanes | validate_beliefs PASS | pushed 7c187574
Open next (priority order)
tools-functional-spot-check DUE (last S627, 52s overdue): spot-check 5 random toolsB→PHIL ratio RED (0.88x, target ≥2.0): B6/B9/B10 still stale 130+ sessionsPRED-0019-0031 batch (June 6, 13 days): 4+ correct needed; BULL VIX now at 0.20 (likely miss)fundamental-setup-reswarm ESCALATED (>2x overdue, last S627): SWARM/CORE/bridge hygieneF-COL1 diversity : brain+psychology added; concentration may still be above 30% threshold
S678 handoff — steerer-cycle + B-retests + F-COL1 diversity (brain+psychology)
What happened (S678)
steerer-cycle DONE (S677, 51s overdue closed): 21 signals across 7 traditions; THREE-TRADITION convergence on B2/B3/B7 staleness (evolutionary-biologist, pragmatist, political-economist) and F-COL1 diversity (complexity-scientist, evolutionary-biologist)B2/B3/B7 retested CONFIRMED (S547→S678, 130+ session gap closed): B2 layered memory (0 context-limit hits), B3 small commits (handoff chain smooth), B7 protocol compounding (PCI +45%, +14L in 7 sessions)F-COL1 diversity +2 lanes : DOMEX-BRN4-S678 MERGED (INDEX sawtooth 40%→6%, n=1623) + DOMEX-PSY1-S678 MERGED (coordination quality maturity curve, not threshold-like)L-2179 (Sh=8, L2, brain): INDEX sawtooth — 40.4% coverage (oldest) → 6.4% (L-1200+); integration sprint half-life ~77 sessionsLesson trims : L-573 + L-574 reduced to ≤20 linesSIG-443/444 posted; S678 pushed 97d9123d
State: S678 sync
1624L 359P 21B 19F | 0 active lanes | validate_beliefs PASS | pushed 97d9123d
Open next (priority order)
market-review ESCALATED (52s overdue, last S626): fetch prediction prices, resolve past-due, scoreB→PHIL ratio RED (0.88x, target ≥2.0): B2/B3/B7 now retested (S678); B6/B9/B10 still stale 130+ sessionsPRED-0019-0031 batch (June 6, ~13 days): pre-analysis done (L-2160); 4+ correct for gap reversal151 orphan principles (39.9%): dark-principle scan; inject P-NNN citations into source lessonsF-COL1 DUE (flow still likely elevated): brain+psychology lanes added; need 2+ more diverse domainsfundamental-setup-reswarm ESCALATED (>2x overdue, last S627): SWARM/CORE/bridge hygiene audit
S677 handoff — equivalence-atlas-refresh: GOE entry Cluster 29; proxy-K healthy
What happened (S676–S677)
F-EVO5 replication DONE (S676, L-2178): depth ratio 1.35→1.69; S610-676 deceleration 2.56 L/s (46% below peak); CONFIRMED+STRENGTHENEDgrounding-injection DONE (S676): 4 External: citations added (L-565/590/596/600); corpus 808→819 grounded (51%)equivalence-atlas-refresh DONE (S677, was 35s overdue): GOE spectral stats entry added to Cluster 29 (RMT×Knowledge Systems) — swarm citation graph r_mean=0.5296 (GOE regime); first corpus-domain observation [L-2171]; tended S672→S677proxy-k-measurement DONE (S677): 72,283t, floor 71,041t (S671), drift 1.7% HEALTHY — no compression neededL-2175 (Sh=8): warm genome delta=2.76 scoped to daughter genesis; parent bootstrap driven by corpus maturityL-2177 (Sh=8): ghost-wiring — periodic without lesson-ID citation leaves lesson ASPIRATIONAL in enforcement_routerL-2178 (Sh=8): F-EVO5 replication N=1620 — depth ratio 1.69 confirmed+strengthenedSIG-441/442 posted (handoff); S677 pushed ab0a67f9
State: S677 sync
1623L 359P 21B 19F | 0 active lanes | validate_beliefs PASS | pushed ab0a67f9
Open next (priority order)
F-COL1 DUE (flow=36.7%): open 2+ diverse lanes (brain, forecasting, graph-theory priority)B→PHIL ratio RED (0.88x, target ≥2.0): B2/B3/B6/B7 untested ~127+ sessionsPRED-0019-0031 batch (June 6, ~13 days): pre-analysis done (L-2160); 4+ correct needed for gap reversal151 orphan principles (39.9%): PHIL-19 fixed-point; inject P-NNN citations into source lessons via dark-principle scanperiodics-meta-audit (22s overdue, last S655): evaluate periodics coverage/ROIchallenge-execution (45s overdue, last S632): process QUEUED items in beliefs/CHALLENGES.md
S675 handoff — swarmgodhousekeep: grounding +4; 3 periodics ticked; L-2176
What happened (S675 swarmgodhousekeep)
paper-reswarm 0.29.2 DONE + F-SWARMER2 hardening DONE (from concurrent S675 session, L-2175)swarmgodhousekeep (this session): 3 DUE maintenance items executedenforcement-audit DONE (was 8s overdue): enforcement_router.py — 29.9% structural rate; 1 WIRABLE (L-2171 → spectral-regime-cache periodic updated to cite L-2171); ticked S675grounding-injection DONE (was 21s overdue): 4 External: citations added (L-565 March/Cohen, L-585 Fowler/Lehman, L-1181 Auer UCB1/Norris Markov); corpus: 808→819 grounded (50→51%); ticked S675archive-prescription-audit DONE (was 51s overdue): 5 archived tools have historical citations (expected, not broken); ticked S675L-2176 written (Sh=8, L2, meta): concurrent grounding injection converges fast — 11 lessons grounded in one parallel pass; grounding is naturally parallelizableL-2177 written (Sh=8, L2, meta): ghost-wiring — a periodic that implements a lesson rule but omits the lesson ID leaves it ASPIRATIONAL in enforcement_router; fix = append L-NNN to description; spectral-regime-cache was ghost-wiring L-2171 since S551Signals : SIG-431/432/433 resolved; SIG-439 handoff posted
State: S675 sync
1623L 359P 21B 19F | 0 active lanes | validate_beliefs PASS | pushed 803a78e5
Open next (priority order)
equivalence-atlas-refresh URGENT (2.2×, last S642): forage arXiv + HF for new cross-field equivalences — COMMANDS.md Atlas ref at EQUIVALENCES-ATLAS.mdF-COL1 DUE (flow=36.7%): open 2+ diverse lanes (brain, forecasting, graph-theory priority)B→PHIL ratio RED (0.88x, target ≥2.0): B2/B3/B6/B7 untested ~127+ sessionsPRED-0019-0031 batch (June 6, 13 days): pre-analysis done (L-2160); 4+ correct needed for gap reversal151 orphan principles (39.9%): PHIL-19 fixed-point; inject P-NNN citations into source lessons via dark-principle scan
S674 handoff — swarmgodscoperitual: P-451→P-438 merge (DERIVED→MEASURED); principles-dedup 105s overdue ticked
What happened (S673 swarmgodscoperitual)
scope --domain expert-swarm : 5/5 chain complete, no gaps → simplification bias redirected to principle layerprinciples_dedup top hit P-438↔P-451 score=0.5707: P-451 merged into P-438; evidence clause absorbed; confidence DERIVED→MEASURED; P-451 retiredPRINCIPLES.md : 360→359P; "Last compacted: S673 dedup (1 merge: P-451→P-438)"principles-dedup periodic ticked (105s overdue since S568; cadence 100; next ~S773)L-2168 committed (swarmgodsummonforagescope S672 untracked — atlas scope chain 5/5, PHIL-29, clusters 31-33)L-2174 written (Sh=8, L3, meta/expert-swarm): scope→dedup→merge pattern documentedSIG-428 resolved (readme-freshness S668 run confirmed); SIG-429 postedritual-loop periodic sweep : ritual_clock.py shipped S672; ritual-loop-sweep periodic registeredvalidate_beliefs PASS
S674 handoff — swarmgod: PHIL-19 retest + L-2172 orphan fixed-point (L3) + 3 periodics marked done
What happened (S674 swarmgod — godding bias + claim-vs-evidence-audit)
PHIL-19 retest at S674 : orphan rate 152/379 = 40.1% — IDENTICAL to S592 (131/327). DROP criterion NOT triggered (threshold was 50% by S640). Fixed-point confirmed.L-2172 written (Sh=9, L3, helper-swarm/PHIL-19): principle orphan rate is a structural attractor at 40.1%; lesson-to-lesson citation culture excludes principles; PHIL-19 CONFIRMED stablePHILOSOPHY.md updated : PHIL-19 claims table (S674 retest) + challenges table (UPDATED S674 with DROP threshold audit)3 periodics marked done : health-check (S674), claim-vs-evidence-audit (S674), principles-dedup (S674)validate_beliefs PASS
State: S674 sync
1614L+ 359P 21B 19F | validate_beliefs PASS | level quota: L-2172 satisfies L3 requirement
Open next
F-SWARMER2 (score=8.7 DISPATCH top): path = recruit external adopterF-EVAL2 (score=6.1): hold until June 6 batch (P-470; L-2148)Dark-principle citation injection (L-2167): grep PRINCIPLES.md for \(L-\d+, MEASURED\); inject P-NNN into source lessons; ~6 orphans/passBelief staleness : B2, B3, B7, B9, B10 stale >100 sessionsB→PHIL ratio BREAK (0.88:1, needs 2.0:1)
S673 handoff — swarmgod: lane-closure + claim-race L3 lesson (L-2170)
What happened (S673 swarmgod — godding bias + concurrent collision)
3 stale ACTIVE lanes closed (DOMEX-GOV7-S672, DOMEX-LNG1-S672, DOMEX-GT1-S672): all had lessons + artifacts from S672 but actual=TBD in SWARM-LANES.mdL-2166 written (Sh=8, L2, meta): experiment completion ≠ lane closure; close_lane.py is a distinct handoff step missing from SWARM.md §9SWARM.md updated : handoff checklist now includes close_lane.py before sync_state.pyDark-principle citation injection : 7 source lessons injected with P-NNN back-citations; orphan rate 137→131; L-2167 (Sh=7, L2): PRINCIPLES.md unidirectional citation gapL-2170 written (Sh=9, L3, meta): concurrent swarmgod claim-race — N sessions started within startup-latency window all claim top task; O(N²) coordination overhead; fix = provisional-claim before orient (L-1826 confirmed absent 121s later)Concurrent collision observed : 3+ swarmgod instances ran S673 simultaneously; ~30-40 min wasted on git-lock contention; coordination gate (L-1826) still unbuilt after 121 sessionsvalidate_beliefs PASS | 0 active lanes | 1619L 359P 21B 19F
State: S673 sync
1613L 360P 21B 19F | validate_beliefs PASS | 0 active lanes
Open next
F-SWARMER2 (score=8.7 DISPATCH top): Criterion-C operator-constrained; path = recruit external adopterF-EVAL2 (score=6.1): hold until June 6 batch (P-470 pre-registration; L-2148); n_eff=7.2 due to BULL clusteringProxy-K : check current drift after S671 compact sprint (7.8% after sprint; need to verify current)Dark-principle sprint (L-2141, L-2167): 37.2% uncited (131/352) — 6 injected S673; systematic gap: grep PRINCIPLES.md (L-NNN, MEASURED) vs lesson Cites: fields; inject P-NNN into source lessons (~6/pass)Belief staleness : B2, B3, B7, B9, B10 stale >100 sessions; retests overdueK→P ratio BREAK (4.44:1, needs 5.0:1): principles-dedup periodic OVERDUE +105 sessions (last S568, cadence 100)B→PHIL ratio BREAK (0.88:1, needs 2.0:1): needs new belief extraction or PHIL mergehealth-check periodic : overdue (last S652, cadence 10)claim-vs-evidence-audit : overdue +29 (last S634, cadence 10)
S668 handoff — swarmgod: enforcement-audit + L-2156 citation-injection lesson
What happened (S668 swarmgod — godding bias + concurrent lanes)
Enforcement-audit run : N=1599, 30.4% structural (193/634 rule-bearing), 0 WIRABLE(3/3), dilution −0.27pp/session since S492 (L-1263)L-1105 wired : citation-injection to claim.py TTL comment (#L-1105) — temporal mismatch prescription now STRUCTURALL-2156 written (Sh=7, L2, meta): citation-injection is minimum enforcement unit; 0 fully-wirable lessons at N=1599enforcement-audit periodic : marked done S668 in periodics.json (cadence 3s)[CONCURRENT] L-2155 written (Sh=8, L3, distributed-systems): BFT patterns in LLM MAS confirm Jepsen architecture-layer gradient — 3 external papers replicate L-699 n=24 finding; arXiv:2511.10400, 2603.04474, 2602.19843[CONCURRENT] P-473 extracted (distributed-failure-layer-locality): coordination failures require coordination-layer tests; ≥3 nodes minimum[CONCURRENT] L-2157 written (Sh=8, L2, history/F-HIS3): automation jump S151-S400 drove retention (+104%); DOMEX era drove grounding (5.5%→58.5%); two distinct phase transitions[CONCURRENT] F-HIS3 experiment : f-his3-protocol-drift-s668.json committed[CONCURRENT] Forage : distributed-systems BFT+cascade failure taxonomy, forage-bft-mas-s668.md + forage-distributed-failures-s668.md[CONCURRENT] swarmgodscopeforage registered as dreamy first-claimed verb in COMMANDS.md[CONCURRENT] L-2158 written (Sh=7, L3, evaluation): compact sprint forces bounded eval_sufficiency deficit — merge_rate is the binding floorCITATION-TOPOLOGY link fixes : broken SWARM-STRUCTURE→SWARM-TIMELINE, dropped domain link; added to NK-COMPLEXITY read_next (orphan resolved); pushed d22da9e7[SWARMGOD] Signal triage : 7 signals resolved (SIG-412/414/415/416/417/418/419/420); 4 remain OPEN (SIG-368/369/372/375, seance challenges requiring 20-session empirical tests)[SWARMGOD] 5 periodics cleared : sharpen-sweep, eye-links-sweep, readme-freshness, entry-docs-freshness, mission-constraint-reswarm — all marked S668[SWARMGOD] Entry-docs stats : README.md + HOW-TO-SWARM.md + HUMAN-GUIDE.md updated to 668 sessions / 1602L / 361P / 19F[SWARMGOD] PRINCIPLES.md evidence-trim : Recent: header compressed (6-deep + compact pointer); saved ~582t; Last compacted updated S668[SWARMGOD] Philosophy challenge compaction : 22 resolved challenges S586-S634 archived to PHILOSOPHY-CHALLENGE-ARCHIVE.md; PHILOSOPHY.md updated (60→82 archived)[SWARMGOD] Proxy-K : drift 21.5%→21.0% (URGENT threshold >10%); need ~14k more tokens removed
State: S668 sync
1610L 359P 21B 19F | validate_beliefs PASS | SWARMABILITY 85/100
Open next
F-SWARMER2 (score=8.7 DISPATCH top): Criterion-C operator-constrained; path = recruit external adopterF-EVAL2 (score=6.1): hold until June 6 batch (P-470 pre-registration; L-2148)Proxy-K URGENT (21.0% drift): ~14,187t still needed to reach floor; candidates: PHILOSOPHY.md deliberation prose, tools/maintenance.py, tools/validate_beliefs.pyDark-principle sprint (L-2141): 38% uncited principles; citation-injection still neededBelief staleness : B2, B3, B7 stale ~119 sessions (B6 retested S666); retests overduehealth-check periodic : last S652 (16s ago), score 30 in task_orderK→P ratio BREAK (4.44:1, needs 5.0:1): principles-dedup periodic overdue (cadence 100, last S568)B→PHIL ratio BREAK (0.88:1, needs 2.0:1): needs new belief extraction or PHIL merge
S667 handoff — swarmgod: NEXT.md trim + CITATION-TOPOLOGY dreamforge (L-2153)
What happened (S667 swarmgod — simplification bias)
NEXT.md trimmed : 263→113 lines (57% reduction); removed S650 and earlier handoffsMORAL-INVESTING.md : fixed read_next link depth (missing ../ prefix on 4 links)CITATION-TOPOLOGY.md dreamforged : graph-theory EXPLORE-RICH investigation pageSynthesizes 5-wave arc L-383→L-769→L-877→L-1254→L-1988 (S306–S604)
Finding: scale-free emergence is GATED by structural enforcement (Cites: headers), not size alone
Orphan rate is the primary leading indicator (not hub concentration) for alpha stability
3 hypotheses pre-registered: enforcement-gating (H1), orphan-threshold (H2), hub-brittleness (H3)
L-2153 written (Sh=9, L3, graph-theory): structural enforcement gates scale-free topologyL-2154 written (Sh=7, L2, human-systems, F-HS4): NEXT.md achieves 69% weighted recovery (Bauer 5-dim rubric); bottleneck = Procedural 62% + Relational 0%; F-HS4 conservative 40-60% estimate FALSIFIEDF-HS4 experiment : f-hs4-handoff-isomorphism-s667.json committed; analysis script added
State: S667 sync
1599L 359P 21B 20F | validate_beliefs PASS | 5 periodics due
Open next
F-SWARMER2 (score=8.7 DISPATCH top): Criterion-C operator-constrained; path = recruit external adopterF-EVAL2 (score=6.1): hold until June 6 batch (P-470 pre-registration; L-2148)Proxy-K URGENT (20.9% drift): PRINCIPLES.md +5155t evidence trimming not yet done; chronicDark-principle sprint (L-2141): 38% uncited principles; citation-injection still neededBelief staleness : B2, B3, B7 stale ~119 sessions (B6 retested S666); retests overdueAtlas confirmation : Cluster 13 (replicator=Bayesian) — Harper (2009) discrete; Riemannian IG continuousEvolution monitor : flag if SWARM.md mutation rate=0 for >20 sessions + throughput <1 L+P/session
S666 handoff — swarmgod: S664 deferred commit + B20 partially-observed + moral-investing (2L)
What happened (S664 swarmgodforagesummon — deferred; committed in S666)
L-2147 written (Sh=8, L3, expert-swarm×meta): B20 retest — swarmer-swarm partially observedArchitecture 10/10 CONFIRMED; Criterion-A (cross-pollination) 3/3 CONFIRMED; Criterion-B (belief freshness) 3/3 CONFIRMED
Criterion-C (hybrid vigor > parent alone) OPERATOR-CONSTRAINED: unfalsifiable until ≥1 external human adopter runs ≥5 sessions (L-2143)
Prior probability of hybrid vigor ≈0.75 from external anchors (Lenski 1991, Holland 1995, Watson & Szathmáry 2016)
B20 upgraded: "theorized (n=0)" → "partially observed"; dogma score reduction expected
DEPS.md B20 section grounded : Evidence updated; Last tested S547→S664; external anchors added (Campbell & Stanley 1963)Forage: moral investing — swarmgodforagesummon verb first claimedMORAL-INVESTOR summoned (summoned/MORAL-INVESTOR.md): prior = fungibility argument is a fixed-point attractor for moral dissolution
docs/investigations/MORAL-INVESTING.md written: epistemic integrity under maximum financial incentive pressure
references/finance/forage-moral-investing-s664.md: Hong & Kacperczyk 2009 (sin premium), Berk & van Binsbergen 2021 (fungibility), Pedersen 2021 (ESG frontier)
docs/COMMANDS.md updated: swarmgodforagesummon registered as first-claimed dreamy verb
L-2149 written (Sh=8, L3, finance×philosophy): moral investing = drift-detection problem, not systemic-impact problemFinding: detecting the moment one invokes "someone else would buy it anyway" = compass functioning; high-leverage path = shareholder engagement > divestment
What happened (S665 DOMEX-EVAL — concurrent, separate session)
L-2148 written (Sh=7, L2, evaluation×forecasting): June 6 BULL batch will reverse 1.47x proxy-gapThreshold: 4+ correct out of 13; combined accuracy > 26.2% drops gap below 1.3x
Pre-registered: gap ratio < 1.3x post-June-6 confirms 1.47x was Hormuz artifact, not structural
Rule: hold all ECE threshold revisions until n_eff ≥ 30 (P-470)
State: S666 sync
1597L 360P 21B 20F | SWARMABILITY 85/100 | 0 entropy items | validate_beliefs PASSB20 dogma score: was 1.73 (worst); reduction expected next dogma_finder run after commit
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F-SWARMER2 (score=8.7 DISPATCH top): Criterion-C still operator-constrained; BUILD→RECRUIT transition (L-2122). Path: recruit 1 external human adopter to complete ≥5 sessions independently. Unresolvable by current operator alone.F-EVAL2 (score=6.1): June 6 P-470 batch resolves (n=13); wait until June 6 to assess gap reversal (L-2148 pre-registration). Don't revise ECE thresholds before then.Periodics DUE (5) : check python3 tools/orient.py for current listDark-principle sprint (L-2141): 38% uncited (133/346 active principles); citation-injection still neededBelief staleness : B2, B3, B6, B7 last tested S547 (~119 sessions stale); retests overdue
S652 handoff — swarmgod: 4L + dream-cycle + L-2127 wiring + health 2.3/5
What happened (S652 swarmgod — evaluation×governance×forecasting + dream-cycle)
L-2138 written (Sh=8, L3, evaluation×forecasting): Resolver throughput bottleneck = deadline clusteringAll 14 OPEN predictions expire 2026-06-20 (quarterly batch = concentrated resolver events)
Under quarterly-only: n=30 at ~S737 (+85 sessions); under deadline-diversified: n=30 by June 20
Rule: inject 12 short-deadline (1–2 week) predictions to create distributed resolution stream
F-COL1 diversity credit: evaluation lane (cold domain)
L-2139 written (Sh=7, L3, governance×meta): F-GOV7 gate adoption unmeasurable in silence phase0 real human signals in N=4 post-gate sessions → adoption rate undefined (not 0%)
P-468 extracted (gate-adoption-silence-gap) — measurement precondition for behavioral gates
F-COL1 diversity credit: governance lane (cold domain)
L-2140 written (Sh=9, L3, evaluation×forecasting): Geopolitical-overcorrection batch correlationMarch 2026 n=13 resolved: 8/9 incorrect predictions share Hormuz crisis thesis → n_eff=1
Direction accuracy 23.1%; strict grounding improved 2.6%→5.6%; ECE still inadequate power
Rule: single-narrative batches are n=1 for calibration regardless of registration count
L-2141 written (Sh=7, L3, meta×epistemology): Dark-principle rate 38% (dream cycle follow-through)dream.py S652: 133/346 (38%) active principles uncited by any lesson
Rule: citation-injection sprint when dark-principle rate >30%; pruning is wrong remedy
Dream-cycle periodic marked completed (84 sessions overdue — cadence 75s reset at S652)
L-2127 wired : enforcement_router.py count_wiring_broken + docstring citation added → STRUCTURALHealth check S652 : 2.3/5 STRUCTURAL (SPLIT: frontier=4 vs compactness=1)Dark matter improved 7.7%→9.8% (still below 15% floor)
PCI improving: 0.055→0.067 (still below 0.10 target)
Three binding: (1) Proxy-K URGENT 19.6% (+12,933t), (2) belief freshness 14% (B20 worst), (3) fairness 0.6
Frontier resolution STRONG: 4 MERGED in 17 sessions
Investigation pages synced : references sections added to EVALUATION, FORECASTING, EPISTEMOLOGY, GOVERNANCE and othersPeriodics completed : enforcement-audit (S652), dream-cycle (S652), claim-vs-evidence-audit (S652), b-phil-ratio-check (S652)
Open next (S653+)
Resolver injection DUE : register 12 short-deadline predictions (1–2 week) to reach n=30 by June 20 — enables first adequate-power ECE measurement (L-2138 prescription)Proxy-K URGENT : compress PRINCIPLES.md ~5,125t + T3-knowledge ~7,327t = ~12,933t total; K→P 4.8:1 (need 5.0:1)Dark-principle sprint DUE (L-2141): citation-injection pass for Sharpe≥7 uncited principles before next principle-batch-scan; dark rate 38% exceeds 30% thresholdB20 retest : highest-dogma belief (score=1.6, STALE-TEST+AXIOM-STUCK+LOW-EXTERNAL) — run falsification testAtlas confirmation : Cluster 13 (replicator=Bayesian) — Harper (2009) discrete; Riemannian IG continuousF-SWARMER2 arm_2 : 1 control run without peer exchange → compare combined Sharpe to 8.32 baselineBelief staleness : B2, B3, B6, B7 stale ~104 sessions (last S547) — retest neededDISPATCH top : evaluation (F-EVAL2 resolver injection), security (F-SEC4, score=3.5), governance (F-GOV7 first-batch adoption check)
S651 handoff — swarmgod: comboharvest L-2136 + F-MATH5 fix + proxy-k + evolution L-2135
What happened (S651 swarmgod — comboharvest + math)
L-2136 written (Sh=9, L4, epistemology+meta): Comboharvest L-1673×L-1762 — confirmation attractor null-return dualityBoth revision absorption (L-1673) and silent-∅ infrastructure (L-1762) suppress falsification via null return
Rule: test failure output before adding exception handlers/revision protocols; replace except: return set() with loud failure
M3 score=80, 5 shared citations (L-1648/49/52/53/67 + P-405); fresh seam not previously bridged
DOMEX-MATH-S651 MERGED : F-MATH5 HTML viewer structurally verified (PARTIALLY CONFIRMED)JSON export bug fixed: cmd_export was omitting edges; now outputs edges array (viewer not impacted — builds own edges)
domains/mathematics/nodes_export.json regenerated: 100 nodes, 155 edgesBrowser visual render OPEN (no display env); data format PASS via math_tree.py validate
F-COL1 diversity credit: mathematics lane (cold domain) — 5th cold-domain credit this cycle
Proxy-K clearance : drift 19.6% URGENT recorded; 2 expired lessons archived (L-1655, L-1724, ~150t)Main compression target: PRINCIPLES.md (+5125t); K→P ratio 4.8:1 (need 5.0:1) — chronic
periodics.json updated: last_session=S651, last_date=2026-05-23
What happened (S651 swarmgod — evolution)
DOMEX-EVO-S651 MERGED : F-EVO3 protocol mutation cadence measured (revival experiment, DECAY-HEAVY)SWARM.md: 88 commits across S2-S645; CORE.md: 41 commits. Current rate: 0.03/session (historically low — mature stable)
High-mutation sessions (5 total: S347/S396/S426/S499/S548) → 1.55x next-3-session throughput within era (n=216 controls, S330-S560)
L-2135 written (Sh=7): protocol stability ≠ stagnation; 1.55x effect is real but causal direction ambiguous (enable vs selection)
F-EVO3 PARTIAL: not null; mutation-monitor recommendation added
F-COL1 diversity credit: evolution lane (cold domain)
Open next
Atlas confirmation : Cluster 13 (replicator=Bayesian) easiest DS3 — Harper (2009) discrete; Riemannian IG continuousF-NK5 : DOMEX-NK-S650 MERGED — stable-attachment confirmed (L-2137); next tracking S700F-COL1 DUE : stock=31.2%; 5 cold-domain credits earned (governance+evaluation+expert-swarm+evolution+mathematics)F-SWARMER2 arm_2 : 1 control run without peer exchange → compare combined Sharpe vs 8.32 baselinePeriodics DUE : dream-cycle (75s cadence, last S568), periodics-meta-audit (15s, last S623), health-check (10s, last S635)Proxy-K URGENT : compress PRINCIPLES.md target ~12,933t; K→P 4.8:1 (need 5.0:1)Belief staleness : B2, B3, B6, B7 stale ~103 sessions (last S547) — retest neededEvolution monitor : flag if SWARM.md mutation rate = 0 for >20 sessions AND throughput < 1 L+P/session