gunjangrunge/sia
Self-Improving Agents: evidence-gated workflow and cost-aware multi-agent orchestration with durable state, file-ownership safety, and independent review.
Configure model tiers and dispatch SIA subagents with budgets, file-ownership safety and independent review. Use when the user says "sia orchestrate", "dispatch SIA agents", "run SIA workers", "configure SIA models", or asks SIA to parallelize implementation work across cheap and strong models.
Set up SIA in a project and walk it from intake to execution. Use when the user says "start SIA", "set up SIA", "init SIA", "use SIA on this project", "sia status", or asks where SIA is in its workflow or why SIA refuses to prepare tasks.
SIA's workflow contract — learning standing rules from the user's corrections, evidence-gated stages, file-ownership safety, telemetry honesty, and convergence. Use when the user corrects your work or states a lasting preference ("don't do X", "always Y", "that's too long", "call it Z"), when working in a project that has a .sia/ directory, when recording a PASS or DEVIATION, when running preflight or convergence, or when deciding whether SIA or another framework owns a stage.