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@ernestprovo23 ernestprovo23 released this 15 Jun 02:34
v1.0.0
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Learn about vigilant mode.

First stable release. conclave is a bring-your-own-keys multi-model council: it fans one prompt to N foundation models concurrently and merges their answers. 4 modes (synthesize / raw / debate / adversarial), 9 providers, streaming, optional result cache, debate convergence early-stop.

Install

pip install conclave-cli

The PyPI distribution is conclave-cli; the import package, CLI command, and repo all stay conclave:

from conclave import Council
conclave ask "your prompt" --mode synthesize

Highlights

  • Distribution + release engineering — published via OIDC Trusted Publishing with Sigstore keyless signing and PEP 740 attestations (no stored token); hash-pinned lockfile; RELEASING.md runbook.
  • Key-leak hardening — cause-chain fix so a key-bearing httpx transport exception can't surface through a traceback; transport-logging guard default-on (drops the httpx/httpcore DEBUG records that emit the auth header); SECURITY.md BYO-keys threat model; dedicated tests/test_keyleak_audit.py regression suite + gitleaks.
  • Synthesizer behavior — observable degradation (an unkeyed/failed synthesizer always surfaces on synthesis_error, never silent); versioned synthesis prompt stamped onto every CouncilResult.prompt_version; documented selection precedence.
  • Supply-chain CI — fail-closed pip-audit job.

Full notes in CHANGELOG.md.

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