Tips for improvement, resources, DSA, math, verdicts, time complexity, ratings, contest, interesting things
Token-efficient browser verification for AI coding agents
Verified agents — nothing is "done" until a grader returns a verdict. Eyes (AgentVision) + verdict bus + compounding memory + a fleet + agent-built tooling + agent-run CI/CD.
🧑⚖️ Evaluate AI skill and agent performance with configurable scores and dual-mode operation on Claude Code and Cowork platforms.
OpenClaw skill: 比价 + verdict + 购买链接 一体化（含本地历史价积累 + 飞书多维表格同步 opt-in）— price comparison, buy links, local price history for OpenClaw
Plugin insight center — one answer to 哪些值得装: plugin_guide (needs), recipe (environments), plugin_rank (health scores), plugin_audit (security scan), plugin_verdict (install decision)
Node-RED nodes for talking to Wildfire
Governed verification and synthesis for Massive Intelligence (IM) outputs: configurable Thinker, Worker, and Verifier panels, model-as-judge, and Ed25519-signed, SHA-256-chained tamper-evident verdicts. Zero dependencies, node-free core, TypeScript-first.
Verdict is a Reversible Decision Primitive for Many Workers Acting on Tentative Facts While Controllers Later Promote, Contradict, Expire, or Compensate Decisions Without Re-running the Original Work.
Deterministic certification platform — kernel + N domain packs (4th of the -stra family; the first platform emitted by the HELIX Condense recipe from the robotics/release cluster)
Evaluation discipline for agentic apps — a vendored, local-first LLM-evaluation framework operated through your coding agent, with typed authority and a single Verdict Engine that gates only what you approve. The pure core; you decide what to measure and it derives no metrics on its own.
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