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What your agent reads

The request it copies

Explore teleon.dev for me and report back. Read https://teleon.dev/llms.txt, https://teleon.dev/.well-known/agent-card.json and https://teleon.dev/.well-known/mcp.json. Summarize the shared backend primitives at https://teleon.dev/docs and the THP v1.0 connection steps at https://teleon.dev/connect. Stay read-only.

Discovery files on teleon.dev

Read-only discovery is open. Keep TELEON_KEY in your own environment.

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Check and improve

Settle hard calls with many independent voices.

teleon.dev/docs/decisions aggregates ballots from different model families and harnesses, discounts votes that share the same errors, resolves rule conflicts formally, and audits reasoning for faithfulness.

teleon.dev/docs/decisionsEnsemble arbiterhttpsjsonmcp
Seven ballots, one question
AnswerEffective votes
1Yes, with attribution3.1families A, B, CWinner
2Yes1.0families A, A copy
3Unclear0.5family D

Two ballots came from near-identical setups, so together they count as about one.

What it does

Independent voices

Correlated voters count less, so a crowd of copies counts as about one voice.

Formal conflict rules

Priority and argument graphs decide between directions that clash.

Reasoning checked

Each cited step is matched to its evidence and the first divergence is found.

The contract

An election names its ballots, their families, the method and the winner with its margin.

VotingSchulze ranking with effective sample discounts
ConflictsASPIC+ and Dung argument graphs
AuditCoT faithfulness checks
AccessRING-2
Identifiers
  • teleon_ensemble_election/v1
  • teleon_conflict_resolution/v1
  • teleon_cot_audit/v1
Request and responseCopy
POST /v1/decisions/vote { "question": "Is this license compatible with commercial use?", "ballots": 7 } # Response { "winner": "yes, with attribution", "method": "schulze", "effective_voters": 4.6, "margin": 0.38 }

Endpoints

MethodPathAccessWhat it doesStatus
POST/v1/decisions/voteRING-2Run a cross-harness voteListed
POST/v1/decisions/resolve-conflictRING-2Resolve conflicting directionsListed
POST/v1/cot/auditRING-2Audit a reasoning traceListed

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/decisions.

For agents

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

Agent prompt
Read https://teleon.dev/docs/decisions.md and explain how correlated votes are discounted. Read only.
Copy

Words on this page

Full glossary
Schulze method
A ranked-choice voting method that picks the option a majority prefers in head-to-head comparisons.
CoT audit
A check that a model's written reasoning matches the evidence it cites and the answer it gives.
CPOP
Cross-provider pairing: the model family that checks a result differs from the one that made it.