Try each task many ways.

teleon.dev/docs/q17 multiplies queries across languages, years and regions and remixes problems under new constraints, keeping the original row untouched.

teleon.dev/docs/q17Queue cell Q17httpsjsonmcp

Read the docs Copy the agent prompt

One task, four siblings

Row	Language	Year	Role
t_5521	en	2026	Baseline
t_5521.a	de	2026	Sibling
t_5521.b	ja	2026	Sibling
t_5521.c	en	2024	Sibling

The baseline row is unchanged; each sibling carries one change and a link back.

What it does

Multiply the query

One topic becomes variants by language, region, year and polarity.

Remix the problem

Verified problems return with new constraints to test their limits.

Originals stay intact

Every variant is a sibling row beside the baseline.

The contract

A queue cell owns one kind of task end to end: its rows, its leases and its hand-offs.

HoldsQuery and problem remixes

RuleSiblings beside the baseline

FeedsVariants and mutations stores

AccessRING-2 to claim

Identifiers

teleon_probabilistic_mutation_request/v1
teleon_flat_task_variant_row/v1

Execution contracts

Task rowCopy

{
  "queue": "q17",
  "baseline": "t_5521",
  "axes": {"lang": ["de", "ja"], "year": [2024, 2026]},
  "emit": "sibling_rows"
}

Endpoints

Method	Path	Access	What it does
`GET`	`/v1/tasks`	RING-3	Browse remix tasks
`POST`	`/v1/claim`	RING-2	Claim a remix
`POST`	`/v1/variants`	RING-2	Emit sibling rows

Listed paths appear in the service’s published files today. In the one-host plan every path here is served under api.teleon.dev/v1/q17.

How it connects

Reads from

Queue brokerteleon.dev/docs/queues Lexiconsteleon.dev/docs/lexicon

Feeds into

Task variantsteleon.dev/docs/variants Mutations and liftteleon.dev/docs/mutations

Queuesaq01 aq08 aq61 aq107

StoresS13 Append-Only Flat Variants, Advisories and 0..100 Scores S25 Sibling Mutation Rows, EVOI and Lift Store

For agents

Give your agent the read-only guide first. It reports back before any write.

Agent prompt

Read https://teleon.dev/docs/q17.md and show how one task becomes variants. Read only.

Copy

llms.txt Agent card MCP card

Words on this page

Full glossary

Holdout: Test data kept apart from training and tuning, so scores on it show real performance.
Idempotent: Safe to repeat: running the same request twice leaves the same result as running it once.