Keep search honest with gold controls.
teleon.dev/docs/retrieval runs a league of search and composability probes, many contributed with spare plan usage. Gold controls with known answers keep every score honest.
teleon.dev/docs/retrievalProbe leaguehttpsjsonmcp
This week's contributors
ContributorProbes
1214gold accuracy 0.99Top
2180gold accuracy 0.98
3132gold accuracy 0.96
Scores count only when the contributor's gold controls come back right.
What it does
Probes from the community
Contributors run probes with usage they would otherwise leave idle.
Gold controls
Known-answer probes sit among real ones and measure accuracy.
Findings feed tuning
Misses become synonyms, links or ranking fixes.
The contract
A probe result names the query, the expected kind, the rank found and whether it was a gold control.
ProbesSearch and composability
ControlsGold items mixed in
CreditRecorded in the royalty ledger
AccessRING-3 to read; RING-2 to play
Identifiers
teleon_jagged_frontier_cartographer/v1
Endpoints
| Method | Path | Access | What it does | Status |
|---|---|---|---|---|
GET | /v1/league/table | RING-3 | Read the weekly table | |
POST | /v1/probes | RING-2 | Submit probe results |
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/retrieval.
How it connects
For agents
Give your agent the read-only guide first. It reports back before any write.
Agent prompt
Read https://teleon.dev/docs/retrieval.md and show this week's table. Read only.
Words on this page
- Gold control
- A test item whose correct answer is known, mixed into real work to measure accuracy honestly.
- Royalty split
- The share of credit or payment each contributor earns, written in basis points (1 bp is 0.01 percent).