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SilverSight/scripts
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openresearch d9e465fb91 feat: pipeline_core.py — module-swappable six-stage engine 
Standard Filter interface: each stage is apply(configs, ctx) → configs.
Stages swappable without rewriting the pipeline. No floats (Q16_16 raw).
No native_decide.

Default stages:
  BraidStorm(k) → TreeBraid → AngrySphinx(budget) →
  MultisurfacePacker(surfaces) → COUCHFilter → SidonFilter

Swappable Sidon filters:
  - SidonFilter: CRT sum-based (chiral-invariant, proven)
  - DualQuaternionSidonFilter: dual quaternion product-based
    (chiral-discriminating — multiplication is NOT negation-invariant)

Usage:
  pipe = Pipeline([BraidStorm(k=8), TreeBraid(), ...,
                   DualQuaternionSidonFilter()])
  result = pipe.run(labels, S, moduli)

Or via CLI:
  python3 pipeline_core.py --filter crt   # CRT sum filter
  python3 pipeline_core.py --filter dq    # Dual quaternion filter

To add custom filter:
  class MyFilter(Filter):
      def apply(self, configs, ctx): ...
      @property
      def name(self): return 'MyFilter'
2026-07-04 20:43:27 +00:00
..
auto feat(wolfram): add Wolfram Alpha MCP server + SOPS-encrypted API key 2026-06-30 17:28:22 -05:00
compression docs(compression): add pi-as-tape-LUT coda (offset = data size, base conversion) 2026-07-03 15:56:01 -05:00
mcp_backend chore: commit utility scripts, MCP backend source, and archived data 2026-07-04 02:06:51 -05:00
qc_flag chore: commit all pending work from prior sessions 2026-06-30 04:54:40 -05:00
stack feat(wolfram): add Wolfram Alpha MCP server + SOPS-encrypted API key 2026-06-30 17:28:22 -05:00
anti_smuggle_check.py chore(anti-smuggle): patch stealth-True + bare-sorry blind spots; archive SidonWrapping orphan 2026-07-03 15:07:49 -05:00
appflowy_fix_migrations.py fix: AppFloyo Cloud fully deployed with migration fix 2026-06-30 04:54:40 -05:00
appflowy_start.py fix: AppFloyo Cloud fully deployed with migration fix 2026-06-30 04:54:40 -05:00
autoproof.py feat: implement CMYK coloring generator, autoproof infrastructure, and conservation fix 2026-07-04 01:05:14 -05:00
braid_word_solver.py feat(braid/dag): land untracked research WIP + register 4 formal libs; ignore build artifacts 2026-07-03 15:11:37 -05:00
braille_t9.py Add GW 16D simulation + Braille/T9/hachimoji weird machine 2026-07-03 20:23:30 +00:00
cartan_fingerprint.py docs(repair): adversarial review repairs — retract 5 claims, refactor 2026-06-30 20:12:47 -05:00
check_determinism.py chore: commit all pending work from prior sessions 2026-06-30 04:54:40 -05:00
check_homarr_db.py feat: Homarr OIDC configured with Authentik SSO 2026-06-30 05:24:42 -05:00
chiral_batch_pipeline.py feat: chiral batch pipeline — six-stage search engine 2026-07-04 20:28:32 +00:00
collapse_depth_search.py feat(braid/dag): land untracked research WIP + register 4 formal libs; ignore build artifacts 2026-07-03 15:11:37 -05:00
configure_homarr_oidc.py fix: revert Homarr to credentials auth only 2026-06-30 05:28:50 -05:00
cross_domain_significance.py refactor(rrc): rename corpus250→allFixtures/emitManifold, generic n-dimensional modules, Authentik deploy 2026-06-30 04:54:40 -05:00
cross_validate.py chore: commit all pending work from prior sessions 2026-06-30 04:54:40 -05:00
crt_capacity_envelope.py feat: implement CMYK coloring generator, autoproof infrastructure, and conservation fix 2026-07-04 01:05:14 -05:00
crt_qprofile_sweep.py feat: q-profile sweep + Gerver Sidon design + report 2026-07-04 14:50:28 +00:00
dag_deep_tuning.py feat(braid/dag): land untracked research WIP + register 4 formal libs; ignore build artifacts 2026-07-03 15:11:37 -05:00
dag_tuning.py feat(braid/dag): land untracked research WIP + register 4 formal libs; ignore build artifacts 2026-07-03 15:11:37 -05:00
decompress_equations.py feat(nuvmap,braid): NUVMAP port + Rossby/Kelvin braid correspondence 2026-06-30 16:38:11 -05:00
deep_braid_exploration.py feat(braid/dag): land untracked research WIP + register 4 formal libs; ignore build artifacts 2026-07-03 15:11:37 -05:00
deploy_anytype.py feat(nuvmap,braid): NUVMAP port + Rossby/Kelvin braid correspondence 2026-06-30 16:38:11 -05:00
direction_b_gerver_sidon.py feat: Direction B Gerver sofa implementation + CRTSidonN partial fix 2026-07-04 11:04:14 -05:00
download_leanstral.py chore: commit utility scripts, MCP backend source, and archived data 2026-07-04 02:06:51 -05:00
download_leanstral_urllib.py chore: commit utility scripts, MCP backend source, and archived data 2026-07-04 02:06:51 -05:00
drop_all_tables.py fix: AppFloyo Cloud fully deployed with migration fix 2026-06-30 04:54:40 -05:00
encoder_q16.py feat: import Q16_16 and p-adic encoders from special branch 2026-07-04 02:30:38 -05:00
fix_appflowy.py feat(nuvmap,braid): NUVMAP port + Rossby/Kelvin braid correspondence 2026-06-30 16:38:11 -05:00
fix_appflowy.sh feat(nuvmap,braid): NUVMAP port + Rossby/Kelvin braid correspondence 2026-06-30 16:38:11 -05:00
full_chiral_dag.py feat(braid/dag): land untracked research WIP + register 4 formal libs; ignore build artifacts 2026-07-03 15:11:37 -05:00
fundamental_force.py feat(force): Fundamental Force Pipeline — ingest → derive → emit 2026-06-30 20:43:43 -05:00
gw_16d_sim.py Add GW 16D simulation + Braille/T9/hachimoji weird machine 2026-07-03 20:23:30 +00:00
heatmap_gen.py feat(braid/dag): land untracked research WIP + register 4 formal libs; ignore build artifacts 2026-07-03 15:11:37 -05:00
hn_hoffman_bound.py fix(adversarial): repair sofa coloring scripts + Hoffman bound 2026-07-04 02:04:37 -05:00
hn_spectral_database.py fix(hn): proper NoneType handling in EVAL writer 2026-07-04 08:49:49 +00:00
hopf_classifier.py feat(ingest): Hopf classifier — automated 6-condition check 2026-06-30 20:07:44 -05:00
ingest.py feat(ingest): Rust equation ingestion pipeline — Markdown → Parse → Classify → Compute 2026-06-30 20:48:20 -05:00
install-hooks.sh feat: add install-hooks.sh for lake build ingestion post-commit hook 2026-06-30 04:54:40 -05:00
iteration_dag.py feat(braid/dag): land untracked research WIP + register 4 formal libs; ignore build artifacts 2026-07-03 15:11:37 -05:00
lean_copilot_server.py feat: implement CMYK coloring generator, autoproof infrastructure, and conservation fix 2026-07-04 01:05:14 -05:00
mcp_autoproof.py feat(lean): modular Sidon preservation theorem + meta-review fixes 2026-07-04 01:05:15 -05:00
mcp_worker.py feat: agent computation results — 16 QRNG runs, Hoffman bound, v3 sweep, CMYK fix 2026-07-04 02:02:50 -05:00
multi_strand_braid.py feat(braid/dag): land untracked research WIP + register 4 formal libs; ignore build artifacts 2026-07-03 15:11:37 -05:00
neon-stack.sh feat(nuvmap,braid): NUVMAP port + Rossby/Kelvin braid correspondence 2026-06-30 16:38:11 -05:00
neon-startup.py fix: GoTrue one_time_tokens pre-creation in startup script 2026-06-30 07:57:46 -05:00
neon-startup.sh feat: neon startup scripts for cold-start recovery 2026-06-30 07:24:15 -05:00
padic_encoder.py feat: import Q16_16 and p-adic encoders from special branch 2026-07-04 02:30:38 -05:00
perceval_slos_verify.py feat(slos): eigenvalue products predict SLOS concentration ordering - verified with Spearman correlation, cross-validated with exact tensor network 2026-07-03 17:55:26 -05:00
photonic_sidon_search.py docs: add SLOS disclaimer + clarify review count 2026-07-04 02:39:57 -05:00
pipeline_core.py feat: pipeline_core.py — module-swappable six-stage engine 2026-07-04 20:43:27 +00:00
prime_sidon_explore.py chore(prime-sidon): documented negative result — primes indistinguishable from random in Sidon sum-degeneracy 2026-07-03 18:16:42 -05:00
prime_slos_explore.py chore: commit utility scripts, MCP backend source, and archived data 2026-07-04 02:06:51 -05:00
process_large_equations.py feat: process equation database samples through PIST pipeline (209 equations) 2026-06-30 06:58:40 -05:00
prove.py chore: sync prove.py to scripts/ for container use 2026-07-04 10:17:25 -05:00
run_8strand_search.py feat(braid/dag): land untracked research WIP + register 4 formal libs; ignore build artifacts 2026-07-03 15:11:37 -05:00
run_all_migrations.py fix: AppFloyo Cloud fully deployed with migration fix 2026-06-30 04:54:40 -05:00
run_entry_gate.sh feat: known-equation validation — 6/6 proven equations pass deterministically 2026-06-30 06:32:15 -05:00
seedlock.py chore: commit all pending work from prior sessions 2026-06-30 04:54:40 -05:00
setup_authentik.sh refactor(rrc): rename corpus250→allFixtures/emitManifold, generic n-dimensional modules, Authentik deploy 2026-06-30 04:54:40 -05:00
setup_homarr.py feat: Homarr OIDC configured with Authentik SSO 2026-06-30 05:24:42 -05:00
sidon_sofa_coloring_v2.py fix(adversarial): repair sofa coloring scripts + Hoffman bound 2026-07-04 02:04:37 -05:00
sidon_sofa_coloring_v3.py feat: agent computation results — 16 QRNG runs, Hoffman bound, v3 sweep, CMYK fix 2026-07-04 02:02:50 -05:00
stress_test_collapse.py feat(braid/dag): land untracked research WIP + register 4 formal libs; ignore build artifacts 2026-07-03 15:11:37 -05:00
test_braid_word.py feat(braid/dag): land untracked research WIP + register 4 formal libs; ignore build artifacts 2026-07-03 15:11:37 -05:00
test_concurrency.py feat: agent-produced extensions to SidonAdapter, UnitDistCandidateGen, and formal infrastructure 2026-07-04 01:05:14 -05:00
test_lean_llm.py feat: agent-produced extensions to SidonAdapter, UnitDistCandidateGen, and formal infrastructure 2026-07-04 01:05:14 -05:00
validate_known_equations.py fix: resolve all 5 audit issues for full self-verification 2026-07-01 19:53:18 +00:00
verify_character_transform.py verify(character): integer-only Z₂⁴ transform — 12/12 consensus, zero floats 2026-06-30 20:24:19 -05:00
verify_classifier_all.py verify(classifier): cross-language classifier — Python confirms, 7 invariant 2026-06-30 20:53:48 -05:00
verify_exhaustive.py verify(exhaustive): 12/12 languages agree on partition analysis 2026-06-30 20:36:00 -05:00
verify_lean.py feat(autoresearch): 5-check verification pipeline + frozen theorem template 2026-07-04 10:17:14 -05:00
verify_receipt.py fix: receipt verifier, honest layer status, well-formedness witnesses 2026-06-30 05:52:43 -05:00
verify_with_sympy.py chore: commit all pending work from prior sessions 2026-06-30 04:54:40 -05:00
verify_wrapping.py feat(braid/dag): land untracked research WIP + register 4 formal libs; ignore build artifacts 2026-07-03 15:11:37 -05:00
wolfram_verify.py fix(octave): use AVM.run instead of single step, avoid line continuations in test 2026-06-30 18:30:30 -05:00
yb_search_provider.py feat(braid/dag): land untracked research WIP + register 4 formal libs; ignore build artifacts 2026-07-03 15:11:37 -05:00
yb_verification.py feat(braid/dag): land untracked research WIP + register 4 formal libs; ignore build artifacts 2026-07-03 15:11:37 -05:00