You'd reach for this when you need structured oversight across multiple AI agents with different roles and risk profiles. It enforces behavioral boundaries through manifest files that define permissions, escalation rules, and reliability controls per agent. The thirteen included manifests cover everything from public-facing coaching (lily) to strict financial workflows (harry) to legal guidance with compliance boundaries (aram). The drift detection catches when agents deviate from their defined parameters. If you're orchestrating specialized agents that need different trust levels and operating constraints, this gives you a governance layer instead of hoping prompt engineering holds up under load.
The following manifest files define governance settings for each agent:
tamara.manifest.yaml - Oversees multi-agent operations with elevated permissions and reliability controls.lily.manifest.yaml - Guides users with public-facing coaching plans and motivational feedback.kris.manifest.yaml - Analyzes business credit signals and flags potential financial risk patterns.aram.manifest.yaml - Provides legal guidance under strict escalation and compliance boundaries.harry.manifest.yaml - Handles strict financial data workflows for bookkeeping and reconciliations.harout.manifest.yaml - Supports client-facing real estate workflows for listings and buyer matching.roman.manifest.yaml - Creates educational content and lesson structures for clear learning outcomes.lou.manifest.yaml - Finds grant opportunities and synthesizes eligibility and deadline requirements.spartak.manifest.yaml - Translates multilingual content accurately while preserving tone and intent.nick.manifest.yaml - Delivers advanced training workflows with restricted data and access controls.corona.manifest.yaml - Develops creative real estate concepts, campaigns, and positioning strategies.soriano.manifest.yaml - Designs youth empowerment programs with supportive coaching and resource guidance.lady.manifest.yaml - Executes parallel workstreams across five lanes with synchronized delivery control.io.github.ericm1018/skillfm-llm-cost-optimizer-openai-anthropic-usage
io.github.mikerawsonnz/llm-orchestration-agent
io.github.mikerawsonnz/authenticated-llm-agent
labforgedev/copilot-memory-mcp
csoai-org/agent-prompt-injection-firewall-mcp
io.github.mikerawsonnz/authenticated-multi-llm-agent