15 tagged agent reliability, measured the same way as everything else here.
Browse within: agent-framework 7agent-orchestration 7agent-os 7llm-routing 7
Agent
Advises on scope, roles, compliance, and GDPR use in SuperLocalMemory. Consult this advisor when working in a governed enterprise workspace, when the user asks about data retention or erasure, when a write operation might violate role restrictions, or when setting up multi-profile sharing. Never bypasses governance…
Agent
Runs a task as a bounded loop backed by SuperLocalMemory: iterate until an INDEPENDENT gate passes — never the agent's own claim. Delegate here when a task has a checkable acceptance condition (a test suite, a JSON schema, a linter, a reconciliation rule, a security scan) and you want gate-verified completion with an…
Agent
Advises the main agent on using SuperLocalMemory well — when to call sessioninit, remember, recall, and search; how to phrase queries; and how to keep memory clean. Delegate here for any "should I save/recall this?" decision or when memory results look wrong.
Agent
Budget-aware task routing using Qualixar OS cost engine. Analyzes task complexity, selects the cheapest model that meets quality requirements, and tracks spend against budget. Uses POMDP routing for optimal cost/quality tradeoff.
Agent
Designs optimal multi-agent teams using Qualixar OS Forge. Analyzes tasks, selects topology (12 options), assigns specialized agents with tools, and estimates cost using POMDP routing.
Agent
Quality gating judge using Qualixar OS's multi-judge consensus pipeline. Evaluates deliverables against acceptance criteria, scores quality dimensions, and issues PASS/FAIL verdicts. Blocks task completion when quality is insufficient.
Agent
Capture human vibes, generate prevention rules, and manage context engineering.
Agent
A reliability-focused reviewer agent that checks code changes against known failure patterns from the project's ThumbGate memory. Prioritizes preventing repeated mistakes.
Agent
Reviews Cursor SDK agent launch plans, cloud VM runs, subagent scopes, and auto-PR settings against ThumbGate gates.