Connect any AI agent, personal assistant, or coding tool via MCP or HTTPS
Connect →
TELEON ARCHITECTURE MASTER BLUEPRINT & SEED PORTAL
← All 320 Atomic Work Queues STAGE 291 OF 320 artifact_nutrition_holdout_lift Critical path

Neighboring Condition Perturbation & Capability Cliff Probe (Negotiate) (aq291_jagged_frontier_perturba_3)

Estimates P(acceptable | task, model, harness, tools, context, team, budget) across 6 neighbor cliffs.

Context Hydrate3-Tier BilateralSWHID Gate
TIER 1 · DETERMINISTIC (0 MODEL CALLS)

0-Call Engine & Verification Slot

Tier-0 Schema, CAS & Rational Invariant Checker

Substrate: db_atomic · p99 Claim Target: ≤ 5 ms · Phase: 289 - 292 Cooperation, Psychometrics & Fleet Catalog Phase 8

Cloud Ollama / Muse (Tier 1..2)

Model-Guided Escalation & Synthesis Role

Hybrid Synthesizer, Negotiator & Blinded Evaluator

5-Role Component Pod: 0-Call Slot / Solver + OpenSearch / Split-Supervisor (≤4k tok) / Diagnostic Repair + Twin Shim / CPOP + Sister Distiller.

Enforced Category State Machine: artifact_nutrition_holdout_lift

Commit Invariant: Measures paired (with - without) task pass delta, token delta, and sample count N on held-out tasks unseen during skill authoring.

Architectural Problem Solved: Replaces vanity star counts and self-graded prompts with empirical trust nutrition labels.

POST https://api.teleon.dev/v1/tenants/:tenantId/queues/aq291_jagged_frontier_perturba_3/enqueue
{
  "queue_category": "artifact_nutrition_holdout_lift",
  "priority": 80,
  "payload": { "stage": "291", "objective": "Neighboring Condition Perturbation & Capability Cliff Probe (Negotiate)" }
}
← Stage 290: Perspective-Scoped Interaction Quality & Vibe Observation (Verify) View in Single-Page Master Blueprint Stage 292: 8-Pattern Execution Lull Diagnosis & Verified Intervention (Promote) →