Repository and design context may be sent to multiple model providers
Source references: 5The Skill prioritizes different model families and directs the shared brief to include repository paths, background, and relevant files or symbols. Some candidate models may be hosted by different remote providers, so the same code or design context can be processed by several services.
If prompts contain private source code, unreleased designs, customer data, or credentials, those materials could enter multiple providers’ processing or logging boundaries, increasing exposure.
The Skill prioritizes different model families and puts repository/artifact locations, background, and relevant files or symbols into the shared brief. If the selected agents are hosted by different remote services, the same project context could therefore be processed by multiple providers. The source does not establish that the models are remote or that any transfer occurred. A user can require approved/local models and restrict code, paths, and sensitive design details in the brief.
Preferred default roster for a three-member council:- Opus 4.7 or the strongest available Claude/Opus reasoning model: architecture, correctness, and edge-case analysis.- GPT 5.5 or the strongest available GPT/Codex model: implementation-grounded review, feasibility, and test strategy.- An open-source model such as Kimi 2.6, GLM 5.1, or the strongest available OSS/local model: contrarian critique, hidden assumptions, and alternative framing.If one of these exact models is unavailable in the active harness, use the closest available model from that family and note the substitution. If no open-source model is available, use a third distinct frontier model if possible; otherwise use the strongest remaining model with a deliberately adversarial or specialist angle.Show 4 other places
The shared brief should include:- repository path or artifact location;- current branch or base context;- the exact question to answer;- relevant background and known concerns;- required files/symbols to inspect, if known;- constraints, especially read-only/no commits/no PRs;- expected report format.For explicit orchestration requests, briefly tell the user which council members you plan to launch and what each will investigate, then wait for approval before calling `run_agents`.Prioritize model diversity. A council should not default to three agents on the same model with different angles; use that only when the available launch configuration cannot provide multiple useful models, or when the user explicitly asks for one model. If model diversity is unavailable, say so briefly before falling back to perspective-only diversity.- Opus 4.7 or the strongest available Claude/Opus reasoning model: architecture, correctness, and edge-case analysis.- GPT 5.5 or the strongest available GPT/Codex model: implementation-grounded review, feasibility, and test strategy.- An open-source model such as Kimi 2.6, GLM 5.1, or the strongest available OSS/local model: contrarian critique, hidden assumptions, and alternative framing.