Cross-model intellect relay across a mesh of stored API keys (multi-provider, multi-key). The conductor farms work out to a choir of models reachable via EVERY stored credential — each provider's api_key and each alt_api_keys entry is its own health-tracked voice with automatic per-key failover — and models that need help are answered using other providers' keys (e.g. a Mistral-key model that is rate-limited or unsure consults Gemini and llm7.io keys). Core moves: (1) weak/cheap models sing candidates in parallel…
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These checks parse the fixed package against dated platform rules. They do not execute the Skill or verify task behavior.
.claude/skills/sith-choirSKILL.mdRuntime, accounts, dependencies, permissions, network behavior and task quality remain untested.
.agents/skills/sith-choirSKILL.mdRuntime, accounts, dependencies, permissions, network behavior and task quality remain untested.
skills/sith-choirSKILL.mdRuntime, accounts, dependencies, permissions, network behavior and task quality remain untested.
This command is recorded from the source ecosystem and resolves the registry's latest release. The fixed release shown on this page should be inspected before adoption.
clawhub install @orionshaowswmw/sith-choirclawhub inspect @orionshaowswmw/sith-choir --version 1.3.0This automated, non-executing scan is bound to this release hash. It is not a safety certification and may contain false positives or false negatives.
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sha256:32804177e8617812b42711683fb141269ff8d80baebe86afb8661da6f48ba145README.mdreferences/design.mdscripts/choir.pyscripts/selftest.shskill-card.mdSKILL.mdv1.3.0 distributed upgrade — self-improving choir: abstention-aware weighted consensus with near-tie arbitration, independent adversarial verify round, calibrate self-eval feeding vote weights, provider cache-read token accounting + budget net of cache, per-stage output caps and trimmed aggregator inputs, per-voice tok/s & latency metrics, compacted session memory, machine-readable --json on every command, exit-code contract, atomic 0600 state files, distributed debug pass + live fleet verification.