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Teleon Purpose Runtime and Open Capability Ecosystem Directory

index.jsonllms.txtagent.jsonsitemap.xml

Brand-neutral public index of the Teleon PurposeTask runtime, open component hubs, and deterministic capability contracts. AI agents can fetch /index.json, /.well-known/agent.json, /llms.txt, or send Accept: application/json to / directly.

1. Teleon PurposeTask runtime and capability surfaces (teleon.dev)

SurfaceURLSummary
Teleon RuntimeEdge ready teleon.dev Purpose-driven execution layer turning declared PurposeTasks into verified, replayable CapabilityTask graphs with deterministic promotion gates.
CapabilityTask CatalogSpec v1 teleon.dev/capabilities Versioned CapabilityTask specification cards with typed inputs, outputs, refusal codes, fallback ceilings, and evaluation rubrics.
Agent Capability Gateway5-port MCP teleon.dev/gateway Five-operation MCP and HTTPS port letting AI agents search capabilities, inspect contracts, compile PurposeTasks, run tasks, and verify evidence.
Assurance and Control TowerEvidence v1 teleon.dev/assurance Append-only execution evidence, Run History audit logs, cost accounting, and deterministic promotion-gate verdicts.
Teleon LiftImporter v1 teleon.dev/lift Workload and repository importer wrapping existing scripts, containers, and APIs behind versioned CapabilityTask contracts.
Stateless Worker and Telemetry BridgeWorker v1 teleon.dev/workers Ephemeral container, GPU, and paired-machine worker dispatch with structured OpenAI Dots and Muse bridge telemetry envelopes.
Runtime DocumentationDocs ready teleon.dev/docs Architecture contracts, CapabilityTask authoring guides, agent connection instructions, and operator DNS and edge deployment runbooks.
Readiness and Edge StatusEdge ready teleon.dev/status Domain DNS delegation status, Cloudflare Worker bundle digest, and live health checks across Teleon runtime endpoints.
Database and Graph Core (TELEON-SVC-01)Shared BaaS db.teleon.dev Transactional relational and capability-graph store enforcing Row-Level Security across access rings and stateless surface projections while remaining strictly unwrapped by agent middleware.
Content-Addressed File Store (TELEON-SVC-02)Merkle CAS cas.teleon.dev Universal teleon://swh:1:cnt:sha1_git Merkle content-addressed store with rolling chunk deduplication, inline compact cards, and HTTP byte-range AST streaming.
Universal Context, Tool, Harness and Asset Vault (TELEON-SVC-02)R2 + D1 Vault files.teleon.dev Durable R2 and D1 vault storing context packs, SKILL.md harness files, MCP manifests, tools, code, creative SVG/3D/media assets, datasets, and oracles with zero-model cross-harness bundle materialization.
Global Snapshot CDN (TELEON-SVC-02)Edge CDN cdn.teleon.dev Read-only edge snapshot distribution streaming content-addressed SQLite, DuckDB, and immutable capability archives with HTTP range requests.
Hybrid Search and Retrieval Engine (TELEON-SVC-03)48-Cell Search search.teleon.dev Multi-axis lexical, trigram, ontology, SimHash, and MinHash retrieval engine supporting balanced, best-composition, cheapest, and zero-model routing modes.
Atomic Work Queue Broker (TELEON-SVC-04)Fenced Leases queues.teleon.dev Partitioned multi-domain atomic work-queue broker issuing fenced leases, speculative ring-3 tickets, and deterministic DAG baton handoffs.
Deterministic Verification Sandbox (TELEON-SVC-05)Dual Sandbox sandbox.teleon.dev Fuel-metered WebAssembly Component Model and network-isolated container verification pools emitting signed provenance evidence records.
Multi-Surface Identity and Ring Guard (TELEON-SVC-06)Ring Guard auth.teleon.dev Stateless multi-surface OIDC and Ed25519 bot-key guard issuing isolated surface-scoped audience tokens and cross-provider orthogonal review checks.
Universal 3-Tool Harness Gateway (TELEON-SVC-07)3-Tool MCP mcp.teleon.dev Progressive-disclosure gateway exposing discovery, range-stream inspection, and atomic claim and evidence submission across external coding harnesses and assistants.
Double-Entry Royalty Ledger (TELEON-SVC-08)Basis-Point Ledger ledger.teleon.dev Deterministic basis-point attribution journal settling fractional contributor splits across discovery, oracle, verification, and implementation buckets.
Scrubbed Telemetry and Drift Radar (TELEON-SVC-08)Drift Radar telemetry.teleon.dev PII-scrubbed execution-evidence ingestion updating capability graph weights and running continuous canary model-drift detection.
Entities Database CellDB Cell entities-db.teleon.dev Dedicated database cell for canonical entity records, executable payloads, and immutable annotation revisions under Row-Level Security.
Capability Graph Database CellDB Cell graph-db.teleon.dev Dedicated database cell for weighted composition graph edges, bitemporal assertions, and ontology closure queries.
Queue Storage Database CellDB Cell queues-db.teleon.dev High-IOPS database cell isolating atomic work-queue leases and DAG baton state from read-heavy discovery and financial ledger pools.
Serializable Royalty Ledger CellDB Cell ledger-db.teleon.dev Strict serializable database cell isolating double-entry contributor attribution journals from general application workloads.
Pareto Composition Work Queue (Q13)Queue Cell q13-composition-queue.teleon.dev Dedicated work-queue subdomain for contract-card graph composition, cheapest Pareto solutions, and zero-model port-adapter bounties.
Retrieval Probe Work Queue (Q14)Queue Cell q14-retrieval-probe-queue.teleon.dev Dedicated work-queue subdomain for spare-token search diagnostics, gold-control verification, and missing edge-bridge batons.
Opt-In Prompt and Inference Proxy (TELEON-SVC-09)Opt-In Proxy proxy.teleon.dev Opt-in provider-wire interception gateway for Ollama Cloud, Ollama Cloud (https://ollama.com/v1), OpenAI, and Anthropic supporting byte-identical passthrough, bounded untrusted context card injection, and zero-model direct deterministic replies.
Architecture and Dual-Track BlueprintBlueprint v1 teleon.dev/architecture Database-centered dual-track architecture diagrams, explicit TODO backlogs, six parametric tuning dimensions, and uniform LayerGovernancePolicy rules.
Sister Self-Tuning Hub (SISTER-01..11)Track-2 Hub improve.teleon.dev Paired Track-2 meta-improvement hub for all eleven database units letting staff and external agents tune priorities, diversity, locales, synonyms, and steps.
Codebase and Component DAG ExplorerLive DAG dag.teleon.dev Self-describing acyclic topology of database cores, Track-1 and Track-2 queues, deterministic/hybrid/agentic connectors, and 0..32 Kleisli wrapper layers.
Composition ArenaStandalone Arena arena.teleon.dev Dedicated standalone arena for type-directed contract-card graph composition and missing schema-bridge discovery without commercial brand coupling.
Cheapest Solutions FrontierPareto Arena cheapest.teleon.dev Dedicated Pareto cost frontier ranking zero-model deterministic substitutions and hybrid pipelines against the no-extra-material baseline.
Spare-Token Retrieval LeagueProbe League retrieval.teleon.dev Dedicated spare-token search and composability diagnostics league with gold controls and six-bucket fractional contributor attribution.
Agent Fees and AFK Budget Holds (DB-09)Fee Clearinghouse fees.teleon.dev Bitemporal micro-USD tariff schedules, pre-execution AFK budget ceiling holds with checkpoint halts, humanitarian waivers, and six-bucket royalty clearing.
Signed Agent Event and Deprecation Feeds (DB-08)CloudEvents v1 feeds.teleon.dev Signed CloudEvents deprecation, security, and model-pricing streams matching impacted SWHIDs and enqueueing bounded AFK repair jobs.
Universal Coding Agent Plugin Suite10-Host Kit plugins.teleon.dev Unified multi-host plugin bundle for ZCode, Claude Code, T3 Code, T3 Chat deep-links, Zed, Cursor, Antigravity, OpenCode, and Cline/Roo Code.
Community Queue CommonsOpen Queues work.teleon.dev Open community portal where contributors and coding agents connect once to process any Track-1 or Track-2 Sister queue or enqueue new tasks and proposals.
Centralized Priority and Round-Robin Queue RouterZero-Auth Router router.teleon.dev Zero-auth initial centralized queue router dispatching AI agents (Meta Muse, Claude Code, Codex, GrokBot, OpenCode) and deterministic runtimes across all eighteen databases by priority, deficit round-robin fairness, and capability match.
Orientation, Harness Telemetry and Quality Grader CoreOrient + Grader orient.teleon.dev Zero-auth orientation core mapping every public surface, database unit, and queue action while tracking agent, harness, and skill scorecards, failure attribution, self-evaluation, and independent cross-family quality grading.
Problem-Situation Interrogation Queue (Q15)Queue Cell q15-problem-situation-queue.teleon.dev Work-queue subdomain interrogating acquired observations across personas and scenarios to synthesize structured ProblemSituation entries.
Polymorphic Solutioning and 1-Up Queue (Q16)Queue Cell q16-solutioning-compete-queue.teleon.dev Work-queue subdomain generating drop-in working-directory packages, code nodes, or Loop DAGs and running competitive token-efficiency 1-up challenges.
Cross-Stage Mutation and Remix Queue (Q17)Queue Cell q17-mutation-remix-queue.teleon.dev Work-queue subdomain multiplying queries across languages, years, and geographies and remixing ProblemSituations and search horizons.
Adaptive Delivery and Surface Lens Queue (Q18)Queue Cell q18-delivery-surface-queue.teleon.dev Work-queue subdomain routing inline answers, SWHID manifests, and HTTP 206 byte streams across isolated per-website surface lenses.
Resource Capacity and Eligibility Queue (Q19)Queue Cell q19-resource-capacity-queue.teleon.dev Work-queue subdomain matching portable work units to local CPU, 50%-batch, free-tier neuron, or adaptive-quorum pools under AUP and SPDX gates.
Cascading Decision and Extraction Queue (Q20)Queue Cell q20-decision-cascade-queue.teleon.dev Work-queue subdomain running 0-call rules, local ONNX encoders, and sub-cent typed decision or span-extraction models with calibrated abstention.
Causal Scenario and Opportunity Foundry Queue (Q21)Queue Cell q21-scenario-foundry-queue.teleon.dev Work-queue subdomain compiling hidden-truth ScenarioIR worlds, multi-engine simulations, counterfactual benign twins, and 24-archetype opportunities.
Jagged Frontier and Benchmark CartographerFrontier v1 frontier.teleon.dev Self-awareness capability matrix, public and custom contamination-free benchmark arena, and 4-class jagged-frontier cliff scanner auto-enqueuing shims and evals.
Catch-All Document Intake and CrystallizerCrystallizer v1 catchall.teleon.dev Schema-free document-oriented task and dataset intake carrying contacts and resource locations, graduating recurring shapes into dedicated queues and grids.
Flat SCD Type 2 Context and Suggestion PacksSCD2 Packs v1 packs.teleon.dev Point-in-time versioned flat packs of contexts, locales, settings, instructions, suggestion paths, and tools with bare-baseline, pre-stamped, and on-demand modes.
Five-Role Component Pods and Onion WrappersPod Governance v1 pods.teleon.dev Five-role managing teams, parent-preserving task supervisors, swappable engine-slot twins, and 0..32-step Kleisli middlelayer stack inspectors.
Cross-Harness Voting, Conflict Arbiter and CoT AuditorEnsemble Arbiter v1 decisions.teleon.dev Monoculture-corrected cross-model and cross-harness Condorcet Schulze voting, ASPIC+ and Dung meta-conflict resolution, and O(log S) CoT divergence auditing.
Calibrated 0..100 Epistemic Scoring and Proof GatePAVA & Proof v1 confidence.teleon.dev Dedicated 0..100 calibration queue separating confidence, strength, probability, and likelihood alongside 0-call EAT-0..EAT-5 asymmetric proof certificates.
Append-Only Flat Task Variants and Polymorphic AdvisoriesZero-Merge Variants v1 variants.teleon.dev Zero-merge append-only flat task variant rows (raw, enriched, guided, mutated, subdivided, arbiter_resolved) and 5-layer 10-kind working-directory advisories.
Combinatory Reference Lexicons and Coprime Scenario StreamsLexicon & CRT v1 lexicon.teleon.dev Persistent store of 9-locale synonyms, base AI phrases, anti-slop rewrites, and time/location/situation/persona axes with pairwise-coprime CRT scenario streams.
Open-Source GitHub Repo, Feed and LSH Resource Graph8-Band LSH Graph v1 repos.teleon.dev Described open-source GitHub repositories, feeds, specs, and links indexed with SimHash-256, 8 LSH band blocks, quantized embeddings, problem/solution/IO, and edges.
Heterogeneous 39+ Agent Fleet Roster and Multi-Transport Bridge39-Slot Fleet v1 fleet.teleon.dev Pre-provisioned non-colliding slots and 14-protocol transport matrix connecting 20 Muse, 5 ZCode, 2 OpenCode, 5 Grokbot, 3 Codex, 1 Claude Code, 3 Dots, Direct LLMs, and Personal Assistants via OpenAPI Actions, Form-POST, Maildir, Git refs, and spools.
Shared Managed Notes, If-Match Revisions and Zero-CI Seed HubManaged Notes v1 notes.teleon.dev Content-addressed Markdown and YAML-frontmatter working notes with If-Match ETag concurrency, sibling conflict branches, WebDAV/Atom delta feeds, and zero-CI note-to-seed ignition and bounded flat task expansion.
Bilateral Lease-Park Mailbox and Clarification ExchangeBilateral Mailbox v1 inbox.teleon.dev Multi-turn bilateral dialog and clarification hub supporting input-required lease parking, causal call_chain cycle protection, peer handoffs, SSE/Long-Poll wakeups, and email/bot/shortcut reply correlation.
Unified Partitioned Core Rows, Faceted Tags and Multi-Scale LSHPartitioned Core v1 partitions.teleon.dev Replaces per-surface table sprawl with canonical partitioned rows, inverted facet tags, 20 orthogonal 0..100 scales, disabled-by-default preference profiles, and small/medium/large + boundary-shifted LSH bands with dynamic THP revisions.
50+ Bot Consistent Hash Ring, Priority Aging and SPC Control ChartsScaling & SPC v1 scaling.teleon.dev Bounded-load consistent hash rings (c=1.25), deficit weighted round-robin, aging priority queues, horizontal/vertical scaling guidance, and Shewhart/EWMA/CUSUM latency, throughput, error, and stuck-lease control charts.
Persistent 0-Call Deterministic Rules, Checks and Metric EvaluatorsDet Evaluators v1 evaluators.teleon.dev Content-addressed registry and zero-shell runner for JSON schema contracts, text conformance, SLO gates, port compatibility, and Kaggle CSV metrics (RMSE, MAE, LogLoss, AUC, F1, NaN/Inf, and constant-column guards).
Kaggle-Scale Macro-Epic DAG Queue and Cut-Preserving Post-SplitsMacro-Epic DAG v1 epics.teleon.dev Dedicated macro-task DAG queue decomposing competitions and complex epics into typed-port stages with multi-agent and parameter-grid competition, full lineage, and mid-flight cut-preserving post-splits that never break incident edges.
Teleon Harness Switchboard (0-Call Library, BYO OpenRouter/Ollama & Credit Pools)Switchboard v1 switchboard.teleon.dev Three-lane capability switchboard replacing ambiguous proxy naming across 0-call deterministic library completions, BYO OpenRouter and Ollama vault-slot routing, and managed surface credit pools with tail-epilogue KV prefix-cache preservation.
Universal Single-Table Self-Describing Flat Record & Combinatorial StoreUniversal Flat Store v1 records.teleon.dev Single-table self-describing flat record substrate where 1 row represents 1 complete task, component, dimension, remixer, mutator, quantifier, setting, or surface account with optimistic row_version concurrency and zero DDL migrations.
Esoteric Trigger, Hook, Counterfactual Precision & Fuzzy Entity Link/Unlink LabEsoteric & Entity v1 esoteric.teleon.dev Deep esoteric rule and hook engine covering Gemma 4 compact harnesses, colloquial intent mapping, defensive counter-trafficking multi-signal precision with benign counterfactuals, attention-gap seeding, and fuzzy entity typo linking and unlinking.
Teleon Visual Control Tower, Tenant Switchboard & SPC Fleet AdminControl Tower v1 admin.teleon.dev Brand-neutral Hallmark Blueprint operator dashboard projecting surface accounts, ninety atomic queue components, twenty-two substrate stores, one-hundred-eight bot leases, inline SVG SPC control charts, and live hot-swap engine bindings.
Persistent Datasets Catalog, Scrape/Pull Recipes and Synthetic Suites1-Table Datasets v1 datasets.teleon.dev Persistent dataset registry storing curated benchmarks, ZCode Dyad action corpora, multi-harness trace seeds, and reproducible pull, scrape, and synthetic generation recipes inside teleon_universal_records with zero extra SQL tables.
Public Scenario Generation Frameworks & 18x8 ScenarioSpec v2.0 AtlasScenarios Atlas v2 scenarios.teleon.dev Dedicated scenario foundry wrapping ten permissive frameworks (Meta ARE/Gaia2, NeMo, Snowflake AWM, Concordia, OASIS, Mesa, OpenEnv, Petri, PyRIT, Inspect) across eighteen domain packs and eight 0..100 physics dials with benign twins before Problemize runs.
Tunable Thin-Acceptance Gate, Continuous Auditors and 108-Bot Bilateral SpawnerThin Gate + Audit v1 auditors.teleon.dev Non-blocking high-throughput thin-acceptance gate paired with continuous post-publish background queue/result auditors and 4-format (JSON, YAML, LLM-fallback, peer) upstream, same-queue, and downstream task spawning across 108 bot slots.
Universal 4-Tier Parameter Pack Registry and Coprime Sweep Projector4-Tier Params v2 params.teleon.dev Exposes twelve typed ThinParameterSpec packs across schema defaults, store profiles, surface profiles, and clamped request overrides inside teleon_universal_records with O(1) pairwise-coprime sweep projection and zero extra SQL tables.
Composable 0..32 Thin-Wrapper Kleisli Onion and Engine-Slot InspectorThin Wrappers v2 wrappers.teleon.dev Composes and dry-runs 0..32-step functional Kleisli wrapper onions for parameter clamping, non-mutating engine preferences, secret scrubbing, and port shape guards while enforcing zero inline wrapper steps on ACID database substrates.
Native Creative Production Studio, Surgical SWHID Reviser and Clean-Reopen WorkbenchCreative Native v1 studio.teleon.dev Compiles editable 7-asset native creative bundles (parametric SVG, motion curves, glTF 2.0, OpenUSD, Godot 4 .tscn, PCM .wav, and zero-dep HTML5 labs), preserves untouched SWHIDs across revisions, and verifies 5-gate clean-container reopen in 0 model calls.
Progressive L0-to-L2 Capability Contract Cards and HTTP 206 Byte-Slice ServerL0-L2 Cards v1 cards.teleon.dev Serves compact <=150-token L0 discovery cards, L1 typed IOPE contracts with AST/node byte offsets, and HTTP 206 L2 byte-range slices that cut candidate context tokens by over 85%.
Corpus CodeGraph, DocumentGraph and Continuous-Ontology Alpha-Cut IndexerCodeGraph v1 codegraph.teleon.dev Asynchronous non-blocking fleet indexer describing every file, AST import/export edge, continuous-ontology alpha-cut bitmap block (B_85/B_60/B_30/B_NEG), and +0.05 seam-shifted grid.
30TB Drive HTTP 206 ZIP Central-Directory Range Slicer and FastCDC ExtractorHTTP 206 ZIP v1 archives.teleon.dev Zero-model-call binary ZIP EOCD and Central Directory range reader extracting single high-value members via HTTP 206 slices and 8KB Gear-hash FastCDC deduplication.
Zero-In-Place-Mutation 5-Personality Fan-Out and Empirical-Bayes Lift EngineMutations v1 mutations.teleon.dev Emits dedicated sibling queue rows for every personality, instruction, or keyword mutation with KV-prefix-safe tail epilogues, EVOI next-step CoT, and Kish N_eff attribution.
Eight Fiduciary & Verification Gates, Hardware Bitmask and Editorial QA Broker8 Gates v1 gates.teleon.dev Enforces step-resend, test-target mutation kill, monitor-tamper, dissent-override, ledger-mediation, FIDO2 ceremony, MCP safe-label, fix-shipped, and hw_required_mask render-budget gates.
Boundless Universal k-Ary Hypergraph, 5-Axis Poly-DAGs and PPR Discovery StoreHypergraph v1 hypergraph.teleon.dev Weaves n-ary directed hyperedges across components, files, stores, and tasks with 5-axis acyclic hierarchies, Wu-Palmer LCA similarity, and Empirical-Bayes Wilson shrinkage.
Zero-Call Multimodal Text, Image/SVG, Code-AST and Audio/3D Similarity QueuesSimilarity v1 similarity.teleon.dev Executes 0-call MinHash/char-gram text, dHash/pHash/SVG visual, alpha-normalized AST port, and RIFF PCM WAV + glTF geometry similarity scoring across dedicated queues aq115..aq120.
Cambria THP v2.0 Bidirectional Schema Lenses and Passthrough-Tail TransformerLenses v2 lenses.teleon.dev Applies bidirectional upcast/downcast field lenses, affine unit scaling, CRDT merge policies, and lossless _thp_passthrough_tail preservation across independently versioned surfaces.
4-Rung OKF Schema Automorpher, Wald SPRT, Order-3 VOMC and S3-FIFO PrecacheAutomorph + S3-FIFO v1 automorph.teleon.dev Graduates shapes across 4 OKF-to-columnar rungs under ROIC hysteresis, stops A/B runs early via Wald SPRT, prefetches chains via Order-3 VOMC, and resists spider scans via S3-FIFO.
Bijective Dual-Mode Router, Signed P2C Rendezvous Ring and 5-Tier Outage ShieldBijective + P2C Ring v1 topology.teleon.dev Unifies <alias>.teleon.dev and api.teleon.dev/v1/<target> bijectively, routes cells via signed Bounded-Load (c=1.25) P2C Rendezvous hashing, and shields brownouts via SingleFlight and XFetch.
Three-State Circuit Breakers and Little's Law Gradient2 Concurrency GateGradient2 Breakers v1 breakers.teleon.dev Governs every execution lane and connector via CLOSED/OPEN/HALF_OPEN state machines and RTT-ratio Gradient2 concurrency limits preventing cascading queueing collapse.
Narrow HOT Active Leases Split Store, Monotonic Fencing and Zombie ReaperHOT Leases 18x v1 leases.teleon.dev Separates high-churn lease and heartbeat mutations into narrow teleon_active_leases rows with 409 monotonic fencing-token protection across 12 physical execution lanes.
Universal PrioritizedExtensibleList (9->N Knockout Rubrics) EngineExtensible Rubrics v1 rubrics.teleon.dev Evaluates priority-ordered extensible rubrics with gain-per-millisecond ordering, knockout gate short-circuiting, Schmitt hysteresis, and emergent option discovery.
Four-Rung System-1 CPU Decision Cascade and 2% Blind Canary VerifierSystem-1 CPU Gate v1 system1.teleon.dev Routes noul, choice, score, and extract decisions across 0-call Wasm rules and CPU encoders while auditing client batches against 2% blind ground-truth Brier/ECE canaries.
Eight Matched Distance/LSH Families and Orthogonal Procrustes Alignment Bridge8-Space Procrustes v1 spaces.teleon.dev Pairs Cosine, L1/Cauchy, L2, Weighted Jaccard/CWS, Hamming/MIH, Poincare, Box, and MaxSim geometries with zero-re-embedding Orthonormal Procrustes model-upgrade bridges.
3-2-1-1-0 Immutable WORM Clean-Room Restore Verifier and Causal Outbox WALWORM 3-2-1-1-0 v1 worm.teleon.dev Verifies 3-2-1-1-0 immutable backups via clean-room SWHID Merkle restores and replays Outbox WAL mutations in strict monotonic (fencing_token, row_version) order.
Plane-0 RING-0 One-Way Secret and Holdout Promotion Airlock ScrubberPlane-0 Airlock v1 airlock.teleon.dev Scrubs internal fields and blocks API keys, private keys, and holdout markers with HMAC SWHID attestations before any internal ops record promotes to public commons.
Two-Room Clean-Room PII De-Identification and Synthetic Kaggle-Twin FoundryClean-Room Twin v1 cleanroom.teleon.dev Tokenizes PII with keyed SHA-256 hashes, extracts anonymous Room-A Spearman copula specs, and synthesizes copyright-safe Room-B Kaggle-realism twins verified at <=2% shingle overlap.
Situational Context Rewriter and Isomorphic Competition Mutator HubContext Mutator v1 mutators.teleon.dev Rewrites abstract mathematical tasks across isomorphic domain skins (logistics, renewable grid, clinical triage, orbital ops) while preserving invariants and stripping holdouts.
256-Dimension Pattern Tensor Catalog and 60-Smell Cure Scanner256D Tensor v1 patterns.teleon.dev Scores components across dense SMALLINT[256] [0..10000] tensors and detects SMELL-001..060 code, SQL, and configuration anti-patterns paired with concrete architectural cures.
12-Loop Schmitt Feedback Telemetry and V40 Namespace Dimension Explorer256D Axes & Loops v1 dimensions.teleon.dev Governs 12 canonical Loop blueprints, 7 +/-0.03 Schmitt-hysteresis feedback engines, and lossless v40:aq01..500 and v40:S1..170 bijective dimension aliases.
Dynamic Gartner Magic Quadrant Projector and DMA-01..12 Micro-Agent RosterMagic Quadrant v1 quadrants.teleon.dev Projects 256D pattern tensors onto Completeness-of-Vision vs Ability-to-Execute Magic Quadrants across 8 lenses alongside the 12 80/20 DMA micro-agent catalog.
12-Persona Rawlsian-Nash Social Welfare Index and Jagged-Frontier FunnelWelfare Index v1 welfare.teleon.dev Filters combinatorial scenarios through a 4-stage Jagged-Frontier funnel and scores human flourishing via a 12-persona Rawlsian-floor + Nash log-utility index with harm vetoes.
12-Mode Deterministic-First Execution Gate and Downward Gravity RatchetGravity Ratchet v1 execmodes.teleon.dev Maps MODE_1A..MODE_8 onto canonical Loop modes with zero subclasses, short-circuits 0-call deterministic hits first, and ratchets validated LLM solutions into 0-call code.
6-Slot Typed Lego ExecPlanIR Composer, WASI ocap Firewall and Cassette ReplayLego ExecPlanIR v1 execplans.teleon.dev Links swappable Intake, Normalize, Core, Verify, Attest, and Emit bricks with strict port typing, zero-ambient-authority WASI 0.3 ocap checks, and MODE_8 cassette time-travel replay.
Cloudflare 17->3 Super-Worker FinOps, PoP Cache, ETag 304 and Zero-GET-DDL AuditorEdge FinOps v1 costsaver.teleon.dev Audits 17->3 Super-Worker consolidation, PoP caches.default and HTTP 304 ETag hits, isolate-memoized zero-DDL GET guards, and $5 Workers Paid base-plan compliance.
5-State Worker Soft/Warm/Hot/Idle/Completely-Off Lifecycle and Zero-Cron Governor5-State Lifecycle v1 lifecycle.teleon.dev Governs COMPLETELY_OFF zero-route standby scripts, lazy gzip Soft-Start hydration without eval, S3-FIFO Warm-Start ramps, 60s write-piggyback reaping, and 2.5s->300s idle poll backoff.
Schema-Free Fallback Unstructured Catchall Intake and 0-Call Blob SnifferCatchall Store S40 unstructured.teleon.dev Accepts arbitrary raw text, broken JSON, CSV, Markdown, markup, and agent scratchpads with zero schema validation drops, sniffing MIME types, skeletons, and 64-bit SimHash in 0 model calls.
Dead-Letter Rescue Vault and Emergent Skeleton-Cluster Schema SynthesizerRescue Store S41 rawdrops.teleon.dev Deduplicates rescued dead-letter payloads by swh:1:cnt digest and clusters recurring unstructured skeletons into candidate JSON Schemas and typed queue promotions.
Multi-Format Living Document Store and SWHID Revision GraphDoc Store S42 docstore.teleon.dev Persists living Markdown, HTML, JSON, and specification documents with SWHID revision tracking and incremental page-level change detection.
Segmented Numbered Document Pages and Sub-10ms 0-Call BM25 SearchDoc Pages S43 docpages.teleon.dev Splits documents into numbered UTF-8 byte-offset pages indexed by 0-call Okapi BM25, entity mentions, citations, and 64-bit SimHash signatures.
64KB Slotted File Storage Pages, Binary Merkle Roots and Browsable PortalFile Pages S44 filepages.teleon.dev Partitions files into content-addressed 64KB slotted File Storage Pages with per-page SHA-256, binary Merkle root verification, WORM pin guards, and a browsable HTML page inspector.
HTTP 206 Partial-Content File Page Slice Server and S3-FIFO Hot CacheSlice Cache S45 pagecache.teleon.dev Streams individual 64KB File Storage Pages via HTTP 206 Content-Range responses and pins hot slices inside scan-resistant S3-FIFO edge rings.
OpenClaw and Multi-Harness Universal 180-Queue Fleet GatewayFleet Gateway S46 openclaw.teleon.dev Normalizes OpenClaw, Dots, Muse (GET zero-preflight), Grokbot, Claude Code, Codex, OpenCode, and ZCode envelopes across all 180 public atomic queues.
Peer-to-Peer Bilateral Agent Mailbox, RFI Lease Parking and Auto-Resume BusBilateral Bus S46 bilateral.teleon.dev Coordinates cross-harness ask_clarification, subplan, handoff, and reply_and_resume threads with cycle guards, parked leases, and automatic lease resumption.
Inversion-Free WSJF + Aging Priority Engine and Little's Law Throughput MonitorWSJF Priority S47 priority.teleon.dev Orders queue claims by P0..P3 band, unblock fanout, WSJF urgency/size, and +2.5 pt/min aging with top-band-only tie-breaking and live Little's Law throughput telemetry.
Zero-Call Deterministic Engine, Schema-Promotion and Cache Suggestion SynthesizerSuggestions S48 suggestions.teleon.dev Synthesizes ranked 0-model-call deterministic validator, hot file-page pinning, and queue autoscaling blueprints from live throughput and catchall clusters.
Public Good 0..100 7-Scale Classifier, Safety/Authenticity Knockouts and WSJF Fast-LanePublic Good S49 publicgood.teleon.dev Scores tasks across 7 continuous 0..100 public-good scales with hard safety (<85) and authenticity (<60) knockouts, +/-3.0 Schmitt hysteresis, and automatic WSJF fast-lane enqueueing.
Dynamic Public Good Threshold Calibrator and Schmitt Hysteresis GovernorThresholds S49 thresholds.teleon.dev Governs configurable 70.0 admission, 85.0 exemplar, and 55.0 probationary public-good cutoffs with +/-3.0 Schmitt-trigger deadbands preventing boundary oscillation.
Eight-Regime Frankenstein 0-Call Corpus Chunker and Chimera SplicerChunker S52 frankenstein.teleon.dev Executes 8 simultaneous 0-call chunking regimes (seam stitcher, dyads, AST/table islands, 50%-shifted shingles, directives, L0/L1/L2 pyramids, Chimera splicer, and gap interrogator).
Cross-Corpus Frankenstein Chimera Synthesizer and Directive Backlog EmitterSplicer S52 splicer.teleon.dev Splices complementary V1, V2, and V3 Sister corpus segments into SimHash-deduplicated Chimeras and auto-enqueues extracted TODO, FIX, and ADJUST tasks.
Universal Zero-Extra-DNS Dual Subdomain and /s/<surface>/ Path CoalescerZero-DNS Mux S50 coalesce.teleon.dev Coalesces all 116 Teleon surfaces onto single warm HTTP/2 and HTTP/3 origins via /s/<surface>/, ?__surface=, and X-Teleon-Surface-Target with zero extra DNS lookups.
Bounded c=1.25 P2C Rendezvous, Maglev/Jump Hash Loops and Merkle-CRDT RingHash-Loops S53 hashloops.teleon.dev Verifies loop-free c=1.25 P2C Rendezvous and Maglev/Jump consistent hash rings with aq344 shadow pre-heating and convergent Merkle-CRDT anti-entropy digests.
Multi-Part V1/V2/V3 Sister Corpus Seam-Stitched Intake LedgerSister V3 S51 sisterv3.teleon.dev Ingests arbitrary N-part V1, V2, and V3 Sister corpora without truncation, stitching cross-part split headings, tables, and code blocks via SHA-256 boundary seam signatures.
3-2-1-1-0 WORM Public Commons Continuity and SWHID Durability RingCommons WORM S54 commons.teleon.dev Certifies 3-2-1-1-0 immutable WORM durability, public-good commons leaderboards, and clean reopen continuity across D1 and R2 stores.
V42 Autonomous Epistemic Source Hunter, 16 Global Feeds and Swanson ABC BridgeWorldIntel S56 worldintel.teleon.dev Forages 16 global public-interest data feeds, discovers Swanson ABC literature triads, and schedules EVOI + KL-surprise polling cadences with CELF submodular selection and Data Shapley attribution.
V43 BotFabric MIMO PID/MPC KPI Homeostat and Plane-0 Dogfood ControllerBotFabric S57 botfabric.teleon.dev Runs closed-loop MIMO PID/MPC enterprise KPI homeostasis, Jacobian task prioritization, Goodhart gaming detection, paired det/non-det gates, and 8 rq_teleon_* self-hosting dogfood loops.
Six-Column Live Kanban Flight-Deck and 4-Level Autonomy DialKanban S58 kanban.teleon.dev Projects live 6-column WIP state (BACKLOG through ACCEPTED_SWHID), departmental autonomy dials, and Little's Law bottleneck diagnostics across all 220 atomic queues.
Neuro-Symbolic World Models (R-WoM) and Symbolic Conservation RolloutsWorldModels S59 worldmodels.teleon.dev Executes deterministic neuro-symbolic state rollouts with physical and accounting conservation checks alongside RTL, SPICE, and photonic EDA verification summaries.
Active Inference Expected Free Energy (EFE) Policy SelectorActiveInference S59 activeinference.teleon.dev Ranks candidate multi-step policies by minimizing Expected Free Energy G(pi) across pragmatic risk, perceptual ambiguity, and epistemic information gain in 0 model calls.
Out-of-Runtime Dual-Key Co-Signed Action Approval GatekeeperGatekeeper S60 gatekeeper.teleon.dev Verifies cryptographic dual-key out-of-runtime co-signatures bound to exact action SWHIDs, blocking prompt-injected runtime self-approval on irreversible effects.
Wald SPRT FlakeGate Stochastic-vs-Regression Test ClassifierFlakeGate S60 flakegate.teleon.dev Classifies test outcomes via sequential probability ratio tests into deterministic pass, deterministic regression, or quarantined flake in 0 model calls.
LMSR Internal Futarchy Prediction Markets and Brier CalibrationFutarchy S61 futarchy.teleon.dev Operates numerically stable Logarithmic Market Scoring Rule prediction markets and proper Brier forecaster calibration for conditional architecture and KPI welfare proposals.
44 GoodNodes Catalog and Separated 17-SDG / 10-Initiative RegistryGoodNodes S62 goodnodes.teleon.dev Serves 44 typed humanitarian GoodNodes (GN-01..44) with strict separation between 17 OpenAlex SDGs (SDG_01..17) and 10 custom initiatives (INIT_18..27) across 3 quota windows.
Defensive 3,250-Scenario ILO Counter-Trafficking Lab with Benign-Twin FirewallTraffickingLab S62 traffickinglab.teleon.dev Screens synthetic forced-labor indicator combinations against matched benign-twin counterfactuals to bound false-positive rates in defensive research workflows.
104 AI-for-Good Hackathons, Grants and Open Challenge IndexGoodHackathons S62 goodhackathons.teleon.dev Indexes 104 recurring humanitarian hackathons, public-interest grants, evaluation rubrics, and reproducible submission readiness checklists.
Five-Level Normative Rule Hierarchy and MaxSMT SoftRules (SR-01..24)SoftRules S63 softrules.teleon.dev Solves weighted L3/L4 soft-guideline slack with signed deviation records while enforcing zero relaxation on L0 constitutional and L1 safety invariants.
AgentLint 8-Law Context, Paired-Lift and Epistemic Forgetting AuditorAgentLint S63 agentlint.teleon.dev Audits AGENTS.md, SKILL.md, DESIGN.md, and BENCHMARK.md bundles for <=150-token L0 cards, positive paired with-skill lift, and FORGET-01..03 decay/tombstone hygiene.
Neutral 55-Surface 4-Cluster Roaring-Bitmap Capability HarmonizerHarmonizer S64 harmonizer.teleon.dev Projects neutral capability bitmaps and 3-horizon deployment truthfulness tags across 4 surface clusters with zero cross-brand identifier leakage.
NIST SP 800-38G Rev. 1 FF1 Radix Tokenizer and CleanBench FirewallCleanBench S55 cleanbench.teleon.dev Executes integer-only Feistel FF1 format-preserving tokenization (radix^n >= 1,000,000) and hard-refuses withdrawn FF3/FF3-1 modes under SMELL-061.
V50 Architecture Quadrant, 5-Table Tariffs and RoE-TBD Safeguard LensArchQuadrant S64 archquadrant.teleon.dev Combines 256D architecture quadrant projections with 5-table 10,000-bps agent tariff quotes and V50 RoE-TBD / non-LLM baseline knockout audits.
Parametric Motion, Layout, Audio and 3D Creative Design FabricDesignFabric S59 designfabric.teleon.dev Coordinates editable SVG, motion timeline, glTF/OpenUSD, and WCAG AAA creative production pipelines gated by 0-call perceptual and manifold oracles.
Literature Synthesis, Abductive Hypothesis and Reproducible PhDFabricPhDFabric S56 phdfabric.teleon.dev Pairs Swanson ABC abductive hypothesis discovery with reproducible experiment protocols, pre-registered falsification gates, and non-LLM baseline comparisons.

2. Open ecosystem component hubs consumed by Teleon

HubURLArtifact scope
OpenHarnessHubharness_pack openharnesshub.io Multi-file agent harness configurations, execution topologies, and reproducible environment profiles consumed by Teleon runtimes.
OpenSkillsHubprocedural_skill openskillshub.io Task-scoped procedural skill modules served as compact discovery cards with progressive body loading only when selected.
OpenToolsHubtool_adapter opentoolshub.io Typed deterministic tool adapters, command-line wrappers, and sandboxed executables pinned to SPDX licenses and source digests.
OpenContextHubcontext_pack opencontexthub.io Domain reference packs, upper-ontology predicate alignments, and compact schema context bundles for grounded execution.
OpenBenchmarkHubgrading_oracle openbenchmarkhub.io Mutation-tested grading rubrics, property-based acceptance suites, and holdout evaluation oracles gating capability promotion.
OpenMCPHubmcp_manifest openmcphub.io Qualified Model Context Protocol server manifests, transport schemas, permission declarations, and zero-secret setup templates.
OpenCompressionHubcompression_codec opencompressionhub.io Token-budget compression codecs, AST summarizers, and compact contract-card projections preserving exact semantic invariants.
BurnTokensNowUseLaterspare_token_vault burntokensnowuselater.com User-friendly portal to spend spare or expiring model quota across active initiatives, queues, or personal current and future areas of interest, banking reusable artifacts and zero-token tools for later use.

3. Deterministic execution contracts and brand-neutral boundary

ContractIdentifierGuarantee
PurposeTask and CapabilityTask teleon_purpose_task/v1 + capability_task_spec/v1 Typed separation between caller intent (PurposeTask) and swappable verified execution units (CapabilityTask) with explicit refusal codes.
Five-port Agent Capability Gateway teleon_capability_gateway/v1 Fixed five-tool agent surface (search, inspect, plan, execute, verify) preventing tool-list bloat across large capability libraries.
Nine-step token-saving execution ladder cache -> deterministic_code -> cts_graph -> micro_model -> frontier Resolves work at the cheapest deterministic or cached tier first before escalating to model inference under declared budget ceilings.
Append-only evidence and promotion gate teleon_assurance_record/v1 + swh:1:cnt:sha1_git Content-addressed inputs, outputs, and Run History audit records verifying every capability run before promotion or reuse.
Brand-neutral infrastructure boundary teleon_boundary_isolation/v1 Reusable infrastructure contract with zero product-brand coupling, zero personal identity tokens, and zero cross-domain session cookies.
Stateless surface projection handshake X-Teleon-Surface-Id + teleon_surface_handshake_plan/v1 Lets distinct stateless frontends negotiate independent wire versions (1.0, 1.1, 1.2), clamped parameter overrides, and isolated audience tokens over one shared backend fabric.
Recursive 0..N Kleisli thin wrappers recursive_component_wrapper_engine/v1 (DB-exempt) Inheritable thin component base classes and 0..32-step onion middleware wrapping every functional engine and surface lens while keeping database substrates strictly unwrapped.
Unified single-auth and multi-auth task envelope teleon_composite_task_auth/v1 Exchanges one verified Teleon identity into scoped grants across all entitled components and queue subdomains while confining optional model, VPC, source-connector, and orthogonal-reviewer grants to a single task.
Opt-in prompt interception and direct responder Teleon-Proxy-Mode + teleon_prompt_proxy_rule/v1 Metadata-only opt-in wire rules across five provider protocols that pass prompts unchanged, inject bounded untrusted reference cards on the way to cloud or local inference, or answer directly from verified capabilities.
Database-centered dual-track Sister self-tuning teleon_dual_track_request/v1 + LayerGovernancePolicy Pairs every database unit with Track-1 operational connectors and Track-2 Sister improvement connectors (deterministic, hybrid, agentic) gated by frozen holdouts and orthogonal cross-family review.
Pre-execution AFK budget holds and fee clearinghouse teleon_agent_fee_hold/v1 + q12_royalty_split_bps Locks maximum micro-USD ceilings before unattended steps run, halts cleanly at pinned SWHID checkpoints, and waives fees on public-good missions.
Universal 10-host coding agent plugin and T3 bridge teleon_universal_agent_plugin_kit/v1 Single dual-manifest plugin directory (.zcode-plugin + .claude-plugin) with normalized lifecycle hooks, T3 Code RPC bridges, and T3 Chat launcher URLs.
Four-stage value-generation spine and bot lineage teleon_value_spine_lineage/v1 + faceted_queue_labels Connects observation scraping, persona interrogation into ProblemSituations, polymorphic solutioning with 1-up efficiency competition, and 3-pass describing with bot_harness, bot_version, and llm_model provenance.
Eligibility-gated resource routing and capacity feeds portable_work_unit/v1 + capacity_feed_snapshot/v1 Separates free inference from sandboxed execution, blocks academic-only AUP pools on commercial traffic, and applies adaptive quorum before acceptance.
Four-tier decision cascade and calibrated abstention decision_cascade_work_item/v1 + sssom_iope_card/v1 Routes predicates and extractions across 0-call rules, local CPU encoders, and input-only decision models while returning explicit ABSTAIN on no-match queries.
Hidden-truth ScenarioIR federation and opportunity engine scenario_ir_manifest/v1 + world_truth_isolation/v1 Generates hidden causal ground truth and benign counterfactuals ahead of observable artifacts across pluggable deterministic, social, and workflow simulators.
Centralized zero-auth priority and deficit round-robin router teleon_central_router_request/v1 + open_zero_auth_initial Conducts frictionless zero-auth handshakes and dispatches AI agents and 0-call deterministic runtimes across all eighteen databases using weighted deficit round-robin, priority aging, capability matching, and automatic baton chaining.
Parent-preserving queue supervisors and 5-role pods teleon_parent_preserving_supervisor/v1 + teleon_component_pod_team/v1 Splits oversized or stalled tasks into wave-ordered flat subtask rows while keeping the original parent intact for rollup verification and long-horizon benchmarking.
Catch-all document intake to dedicated queue crystallization teleon_catchall_crystallizer/v1 + shape_fingerprint Stores novel tasks and primary dataset documents with contacts and resource locations, graduating recurring patterns into dedicated queues, schemas, and grids.
Optional flat SCD Type 2 context, locale, path, and tool packs teleon_context_pack_scd2/v1 + advisory_only_hydration Versions contexts, locales, settings, instructions, suggestion paths, and tools with valid_from/valid_to history while keeping bare-baseline tasks 100% runnable.
Self-awareness, public+custom benchmarks, and jagged-frontier loop teleon_jagged_frontier_cartographer/v1 + pass_at_k_vs_pass_hat_k Tracks per-cell pass@k, pass^k, and ECE calibration across public suites and ScenarioIR holdouts, auto-seeding shims, 0-call code, and bridge curriculum on cliffs.
Cross-harness voting, ASPIC+/Dung meta-conflicts, and CoT audit teleon_ensemble_election/v1 + teleon_conflict_resolution/v1 + teleon_cot_audit/v1 Discounts correlated monoculture votes via effective sample size n_eff and Schulze beatpaths, resolves conflicting rules via ASPIC+/Dung or Pareto splits, and bisects CoT divergence.
Asymmetric EAT-0..EAT-5 proof certificates and 0..100 PAVA calibration task_proof_certificate/v1 + teleon_epistemic_score_vector_0_100/v1 Validates formal, SMT, Wasm-fuel, property-seed, and byte-span proofs at 0 model calls and calibrates orthogonal 0..100 confidence, strength, probability, and likelihood scales.
Polymorphic L0..L4 working-dir advisories and zero-merge flat variants teleon_polymorphic_advisory_asset/v1 + teleon_flat_task_variant_row/v1 Mounts 10 working-directory asset kinds (datasets, SWHIDs, links, tool calls, parametric tools, repos, packages, hooks, OKF, overlays) non-blockingly and appends every task variation as its own row.
Combinatory reference lexicons and 8-band LSH resource graph teleon_reference_lexicon_entry/v1 + teleon_lsh_indexed_resource/v1 Grows synonyms, base AI phrases, and time/location/situation/persona axes with CRT coprime streams alongside an 8-band LSH-indexed GitHub, feed, and link resource graph.
Heterogeneous 39+ fleet roster and 14-transport fenced adapters teleon_fleet_slot_profile/v1 + teleon_transport_bridge_matrix/v1 Assigns non-colliding slots and family CPOP guards across 9 agent classes, replacing unsafe direct DB writes and naive SFTP with fenced RPC, Turso read-replicas, Maildir atomic renames, CORS-simple Form-POST, two-step GET nonces, and OpenAPI 3.1 Actions.
Preconditioned shared managed notes and zero-CI seed expansion teleon_managed_note_revision/v1 + teleon_note_seed_expansion/v1 Enforces If-Match revision preconditions and sibling conflict forks on shared Markdown notes while turning notes directly into flat seed and expanded queue rows with zero CI burn.
Bilateral input-required lease-park mailbox and offline batch spool teleon_bilateral_turn_envelope/v1 + teleon_hash_chained_spool/v1 Parks active task leases safely during multi-turn clarification or peer handoffs, blocks circular wait deadlocks, and replays air-gapped Git/JSONL spools idempotently.
Twenty 0..100 scales and disabled-by-default preference guard teleon_twenty_scale_vector_0_100/v1 + teleon_preference_transform/v1 Computes 20 orthogonal 0..100 prioritization, enrichment, matching, and descriptive scales alongside 16D preference profiles and disabled-by-default (enabled=False) code-masked, negation-verified nomenclature and anti-slop rewriters.
Multi-scale small/medium/large + seam-shifted LSH & partitioned core teleon_multiscale_lsh_projection/v2 + teleon_canonical_partitioned/v1 Eliminates LSH band-seam misses with small (16-bit), medium (32-bit), and large (64-bit) + half-shifted overlap bands inside unified partitioned core tables keyed by surface_id, namespace, and faceted tags with zero cross-table sync.
Bounded consistent hash rings, SPC control charts & proxy distillation teleon_bounded_hash_ring_spc/v1 + teleon_proxy_short_circuit_cache/v1 Balances 50+ bots via c=1.25 bounded hash rings, deficit WRR, aging priorities, and Shewhart/EWMA/CUSUM control charts while backing proxy.teleon.dev with 0-call deterministic short-circuit hits and recurring-miss distillation queues.
Persistent 0-call deterministic evaluators & cut-preserving Macro-Epics det_evaluator_spec/v1 + teleon_macro_epic_cut_preserving_dag/v1 Pins content-addressed Kaggle CSV and schema evaluators to multi-stage DAGs where any vertex can be post-split mid-flight into sub-nodes and adapters without ever breaking upstream producer or downstream consumer port contracts.
Single-table self-describing universal flat record & combinatorial stub engine teleon_universal_flat_record/v1 + teleon_combinatorial_emission/v1 Persists self-describing tasks, components, dimensions, remixers, mutators, and 0..100 quantifiers in one flat table with optimistic row_version CAS and O(1)-memory pairwise-coprime streaming so new stub settings never require DDL migrations.
Three-lane Teleon Harness Switchboard & multi-startup camouflage isolation teleon_harness_switchboard_decision/v1 + teleon_startup_camouflage_check/v1 Routes harnesses across 0-call library answers, BYO OpenRouter/Ollama vault slots, and managed credit pools with tail-epilogue prefix-cache safety while stripping backend headers and isolating cookies and JWT realms across standalone domains.
Esoteric trigger/hook precision, benign counterfactuals & entity link/unlink teleon_esoteric_signal_analysis/v1 + teleon_fuzzy_entity_resolution/v1 Matches Gemma 4 compact-harness, hook, colloquial, and multi-signal defensive indicators gated by benign travel counterfactuals, while linking typo/phonetic entity variants and unlinking over-merged clusters on hard contradictions.
Zero-refactor conformance-probed hot-swap & Admin SPC control tower teleon_hot_swap_binding/v1 + teleon_admin_control_tower_snapshot/v1 Swaps scoring, LSH, routing, entity, and combinatorial logic at runtime behind pre-activation conformance smoke checks with 1-call rollback and projects live tenant, fleet, and SVG SPC telemetry at admin.teleon.dev.
Universal 6-Floor Dyad Action Model & zero-call multi-harness history chunking teleon_dyad_history_chunk/v1 + 9_axis_periodic_dyad Deterministically chunks ZCode Dyad HTML dossiers and local harness transcripts in 0 model calls, scrubbing secrets and stamping 16 canonical dyad verbs, 9 periodic axes, 10 node archetypes, 5W1H, and 0..100 persona, activation, and feeling vectors.
Scenarios-Before-Problemize public framework federation & 1-table dataset recipes teleon_public_scenario_world/v1 + teleon_persistent_dataset_recipe/v1 Wraps Meta ARE/Gaia2, NVIDIA NeMo, Snowflake AWM, DeepMind Concordia, CAMEL OASIS, Mesa, and OpenEnv to synthesize thousands of situated worlds ahead of Problemize while storing datasets and pull/scrape recipes in teleon_universal_records.
Tunable thin-acceptance high-throughput gate, continuous auditors & 108-bot back-edges teleon_thin_gate_publication/v1 + teleon_bilateral_spawn_envelope/v1 Publishes clean artifacts at full speed through a tunable non-blocking thin gate paired with continuous post-publish background auditors and JSON, YAML, LLM-fallback, and peer bilateral task spawning upstream, same-queue, or downstream across 108 bots.
TCPS v2.0 4-tier parameter packs, composable thin wrappers & 18x8 ScenarioSpec v2.0 teleon_thin_parameter_resolution/v2 + teleon_scenario_spec_world/v2 Resolves twelve typed parameter packs across defaults, store profiles, surface profiles, and clamped overrides inside teleon_universal_records, composes 0..32 DB-exempt Kleisli wrappers, and synthesizes 18-domain x 8-physics-dial worlds with 0-call oracles.
Multi-file creative native synthesis, surgical SWHID revision & 5-gate clean reopen creative_native_project_request/v1 + teleon_creative_reopen_oracle/v1 Compiles editable SVG, motion, glTF 2.0, OpenUSD, Godot 4, PCM WAV, and HTML5 lab bundles, recompiles only mutated parameter files to conserve untouched SWHIDs, and verifies clean reopen in 0 calls.
Progressive L0-to-L2 capability disclosure, 1-RTT swarm cycle & AES-GCM vault Switchboard teleon_l0_capability_card/v1 + teleon_swarm_multiplex_cycle/v1 + teleon_vault_sealed_credential/v1 Cuts discovery context tokens >85% via <=150-token L0 cards and HTTP 206 L2 slices, multiplexes 100-agent claim/heartbeat/complete/spawn cycles in 1 roundtrip, and seals BYO keys behind vault:// refs.
30TB Drive HTTP 206 ZIP central-directory slicing, FastCDC & non-blocking CodeGraph teleon_surface_corpus_request/v1 + http_206_eocd_range_slice Reads last <=65,557 ZIP bytes via HTTP 206 to prune junk in 0 DB writes, extracts prioritized members with 8KB FastCDC chunks, and indexes AST/DocumentGraph edges on ASYNC_ENHANCEMENT tracks.
Continuous ontology alpha-cut bitmaps, +0.05 seam-shifted grids & Schmitt hysteresis teleon_continuous_ontology_attachment/v1 + four_stage_4ms_cascade Projects Beta-distributed concept attachments into B_85/B_60/B_30/B_NEG bitmaps, +0.05 shifted decile buckets for 100% cliff recall, +-0.03 Schmitt hysteresis, and 256-bit VSA SimHash sketches.
Zero-in-place-mutation 5-personality sibling rows, EVOI CoT & Empirical-Bayes lift teleon_probabilistic_mutation_request/v1 + kish_neff_factor_lift Preserves bare_baseline rows untouched while emitting dedicated sibling rows per personality or keyword mutation with tail-epilogue KV-cache safety and 6-dimension Kish N_eff attribution.
Multi-domain HKDF+AES-GCM tenant vault, <=900s execution grants & 8 fiduciary gates tenant_private_workspace_request/v1 + eight_fiduciary_verification_gates Binds AEAD tenant/workspace/host AAD to vault:// secrets and <=900s grant:// tokens across local 127.0.0.1 and Cloud Run OIDC runners while enforcing 8 fiduciary, ceremony, and hw_mask gates.
Boundless k-ary hypergraph, 5-axis Poly-DAGs & 0-call multimodal similarity queues teleon_multimodal_similarity_request/v1 + boundless_hyperedge_s27 Connects arbitrary entity kinds via directed n-ary hyperedges, 5-axis hierarchies, Bayesian Wilson ratings, 5 thresholding regimes, and dedicated 0-call text/image/AST/WAV-glTF similarity queues.
4-rung OKF automorphing, THP v2.0 lenses, Wald SPRT, Order-3 VOMC & 10-axis dossier loop teleon_automorph_lenses_request/v1 + teleon_dossier_learning_loop_request/v1 Evolves schemas across 4 ROIC-gated rungs with lossless THP v2.0 lenses, Wald SPRT early stopping, scan-resistant S3-FIFO precaching, and continuous 10-axis SWHID learning loops for blankN.pdf dossiers.
Two-room clean-room copula twins, 256D Magic Quadrants, 12-persona welfare & 6-slot Lego ExecPlans teleon_cleanroom_v40_lego_request/v1 + cleanroom_inspiration_spec/v1 + lego_execplan_ir/v1 Enforces Chinese-Wall separation between Room-A anonymous copula extraction and Room-B synthetic twins, projects SMALLINT[256] pattern tensors onto 8 Magic Quadrant lenses, gates 12-persona Rawlsian-Nash welfare, and composes 6-slot typed Lego ExecPlanIR graphs on the canonical Loop vertex with WASI ocap firewalls.
Cloudflare 17->3 Super-Worker consolidation, 5-state Soft/Warm/Off lifecycle & zero-cron D1 FinOps teleon_cloudflare_lifecycle_request/v1 + teleon_cloudflare_consolidation_plan/v1 Consolidates 17 Workers into 3 multi-host Super-Workers (-82.35%) with 15 zero-burn COMPLETELY_OFF standby scripts and 0 deleted resources, governing lazy gzip Soft-Start, S3-FIFO Warm-Start ramps, 0-cron 60s write piggyback reaping, isolate-memoized 0-DDL GET guards, PoP/ETag 304 caches, and 2.5s->300s idle backoff.
Schema-free fallback unstructured catchall, numbered BM25 document pages & 64KB Merkle file storage pages teleon_unstructured_docs_filepages_request/v1 + s40_catchall_to_s45_filepages Accepts arbitrary raw drops with zero validation failures, sniffs MIME/skeletons and emergent schemas in 0 calls, segments living documents into BM25-searchable pages, and serves Merkle-verified 64KB File Storage Pages via HTTP 206.
Multi-harness bilateral RFI fleet (Dots/Muse/OpenClaw/Grokbot), WSJF+aging priority & 0-call suggestions teleon_fleet_bilateral_priority_request/v1 + wsjf_top_band_priority_and_littles_law Connects 10 harness classes across all 200 atomic queues via GET/Form/JSON/MCP/A2A/1-RTT, parks and auto-resumes leases on bilateral RFI replies, eliminates priority inversion via WSJF+aging scoring, and emits 0-call engine suggestions.
Seven-scale 0..100 Public Good Framework, Safety/Authenticity knockouts & +/-3.0 Schmitt thresholds teleon_public_good_framework_request/v1 + seven_scale_schmitt_admission_s49 Classifies and ranks tasks across 7 continuous 0..100 public-good scales in 0 model calls, enforces hard knockouts on safety (<85) and anti-purpose-washing (<60), and routes >=70 admitted tasks into WSJF-boosted fast lanes.
Universal zero-extra-DNS dual subdomain + /s/<surface>/ single-origin path coalescer across 116 surfaces teleon_zero_dns_dual_router_request/v1 + bijective_116_surface_coalescer_s50 Guarantees 100% bijective parity between <surface>.teleon.dev/<rest> and teleon.dev/s/<surface>/<rest> (plus api.teleon.dev/s/, ?__surface=, and X-Teleon-Surface-Target) saving >95% of DNS lookups and TLS handshakes with zero cross-brand leakage.
Eight-regime Frankenstein 0-call multi-part corpus chunker & V1/V2/V3 Sister Chimera splicer teleon_frankenstein_chunker_request/v1 + eight_regime_chimera_splice_s51_s52 Replaces naive character slicing with cross-part seam stitching, Prompt-Response dyads, intact AST/SQL/table islands, 50%-shifted shingles, directive propositions, L0/L1/L2 pyramids, cross-corpus Chimera splicing, and gap interrogation.
DMA-01..12 real 0-call micro-agents, bitemporal coincidence, 6 queue topologies, E-Graph fusion & domain oracles teleon_dma_v40_bitemporal_request/v1 + teleon_topologies_egraph_oracles_request/v1 Executes real 0-call DMA-01..12 transforms, S119 bitemporal interval joins, S120 MI rubric pruning, 6 specialized queue topologies, Maglev/Jump hash loops, Slotted E-Graph pipe fusion, 5 domain safety oracles, BSM GEX, k>=5 DP, and A2A v0.3 RPC.
V42 epistemic foraging across 16 feeds, Swanson ABC triads, CELF/Shapley & NIST SP 800-38G Rev. 1 FF1 FPE teleon_v42_epistemic_ff1_request/v1 + nist_sp800_38g_rev1_ff1_only_s55_s56 Hunts 16 global public-interest feeds, discovers Swanson ABC open triads, schedules EVOI + KL-surprise polling, and runs integer-only Feistel FF1 format-preserving tokenization (radix^n >= 1,000,000) while hard-refusing withdrawn FF3/FF3-1.
V43 BotFabric MIMO PID/MPC KPI homeostat, Jacobian priority, Goodhart holdout guard & 6-column Kanban flight-deck teleon_v43_botfabric_request/v1 + mimo_pid_jacobian_plane0_dogfood_s57_s58 Maintains enterprise and Plane-0 self-hosting KPI setpoints via MIMO PID/MPC control, Jacobian task ranking, paired deterministic + orthogonal non-deterministic gates, 10 departmental suites, and 6-column Kanban WIP governance.
V44-V48 R-WoM world models, Active Inference EFE, dual-key co-sign, LMSR futarchy, 44 GoodNodes & MaxSMT SoftRules teleon_v44_v50_world_futarchy_softrules_request/v1 + l0_l4_maxsmt_and_goodnodes_s59_s63 Combines R-WoM rollouts, Expected Free Energy policy selection, out-of-runtime dual-key co-signatures, SPRT FlakeGate, LMSR futarchy markets, 44 GoodNodes (17 SDGs vs 10 initiatives), L0..L4 MaxSMT SoftRules, and AgentLint 8-law audits.
V50 A-J frontier research safeguards, RoE-TBD calibration, non-LLM baseline knockout & 5-table 10,000-bps tariffs teleon_v50_frontier_safeguards_request/v1 + tres_001_016_and_3horizon_truthfulness_s64 Enforces V50 TRES-001..016 safeguards including RoE-TBD uncertainty routing, non-LLM tabular baseline knockouts, Goodhart holdout divergence checks, zero-trust schema handoffs, 3-horizon truthfulness tags, and 15/50/15/10/10=10000 bps splits.