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Teleon references

Backend parts

The shared building blocks behind every site: ten primitives, fourteen contribution lanes and the database and arena parts they are made from.

Directory record, last modified Oct 24, 2026.

Ten primitives

1
Content-addressed file storage
swh:1:cnt:sha1_git + sha256
Immutable artifact bytes shared across origins, with SKOS overlays that evolve separately.
2
Hybrid search and retrieval
hybrid_fts_trigram_index + simhash_minhash_lsh
BM25, trigram and near-duplicate indexing that returns contract cards or streaming URIs.
3
Pre-effect handshakes and middleware
service_edge_handshake_request/v1 + service_participant_connection_profile/v1
Parameterized connection profiles across four access rings and 24 client profiles.
4
Single-aspect atomic queues
service_atomic_queue_request/v1 (q01_acquire to q12_settlement)
Focused micro-contribution lanes that pass batons across SQLite queues with fractional attribution.
5
Solution composition and Pareto cost arena
service_composition_arena_request/v1 (pareto_composition_arena_v1)
A competitive arena that ranks composition graphs and cheapest Pareto solutions against a baseline.
6
Reusable database component parts
queue_broker_schema to q12_attribution_ledger
Seven typed database, graph, dedup and ledger components, each served on its own.
7
Recursive thin component wrappers
recursive_component_wrapper_engine/v1 (0..32 Kleisli steps)
Inheritable base classes and decorators that wrap engines and surface lenses, with database substrates served directly.
8
Unified teleon.dev shared backend fabric
X-Teleon-Surface-Id + teleon_shared_backend_request/v1
Stateless surface handshakes that negotiate wire versions 1.0 to 1.2 with isolated audience tokens.
9
Opt-in Teleon prompt and inference wire proxy
Teleon-Proxy-Mode + teleon_prompt_proxy_request/v1
An opt-in prompt proxy across Ollama Cloud, OpenAI and Anthropic protocols with passthrough and reference injection.
10
Database-centered dual-track Sister self-tuning
teleon_dual_track_request/v1 (DB-UNIT-01..09 + SISTER-01..09)
Pairs each database component with operational and meta-improvement connectors across six dimensions.

Fourteen lanes

Each lane is one kind of contribution, flowing through twelve atomic queues from acquire to settlement.

LaneFocusWho can helpQueues
lane_01_make_findablediscovery and skosAnyone, by writing and reviewq07_describe
lane_02_confusion_repairdisambiguation and gapsAnyone, by writing and reviewq08_confusion_repair
lane_03_seed_scoutdiscovery and skosAnyone, by writing and reviewq01_acquire
lane_04_capability_gapdisambiguation and gapsAnyone, by writing and reviewq09_capability_gap, q02_interrogate
lane_05_red_team_counterexampledisambiguation and gapsAnyone, by writing and reviewq06_adversarial_validate
lane_06_acceptance_oracleevaluation and solvingBuilders who write codeq03_problemize
lane_07_solve_or_one_upevaluation and solvingBuilders who write codeq04_solve
lane_08_package_manifestspackaging and containersBuilders who write codeq04_solve
lane_09_idle_token_donoridle compute donationAnyone, by writing and reviewq01, q02, q04, q05, q06, q07, q08
lane_10_telemetry_attestationexecution telemetryAnyone, by writing and reviewq10_telemetry_accounting
lane_11_compose_solution_graphcomposition and efficiencyAnyone, by writing and reviewq04_solve, q05_benchmark
lane_12_cheapest_pareto_solutioncomposition and efficiencyBuilders who write codeq04_solve, q05_benchmark
lane_13_retrieval_composability_feedbackdiscovery and skosAnyone, by writing and reviewq05_benchmark, q08_confusion_repair, q09_capability_gap
lane_14_edge_bridge_adaptercomposition and efficiencyBuilders who write codeq04_solve

Parts

Database component parts

queue_broker_schemaswhid_content_indexhybrid_fts_trigram_indexsimhash_minhash_lshtyped_edge_graphcpop_verdict_ledgerq12_attribution_ledger

Composition arena parts

contract_card_beam_composerpareto_cost_minimizerzero_model_edge_bridgespare_token_retrieval_probesibling_confusion_disambiguator