Deterministic, evidence-gated controller templates for OpenClaw enabling repeatable orchestration loops with heartbeat, cron poll, and sprint planning.
Intercept deterministic tasks (math, time, currency, files, scheduling) BEFORE they hit the LLM. Saves 50-70% on token costs by resolving simple queries locally with zero API calls.
Source-distributed deterministic execution service with pinned dependencies. Runs only with a signed approval artifact (ClawShield mode) and emits verifiable...
--- name: Decision Economic Optimizer description: Deterministic decision-ranking API with HTTP 402 payments and outcome credits. version: 0.1.0 homepage: https://which-llm.com credentials_required: t
通过温度控制、一致性检查和种子管理，确保AI输出稳定、一致且可复现，支持异常检测和随机性监控。
Deterministic decision-ranking API with HTTP 402 payments and outcome credits.
--- name: bazi-pillars-from-datetime description: Deterministic four-pillar (bazi) calculation from datetime. --- # Scope This skill defines a deterministic, reproducible calculation contract for fou
Run a local script to scrape a single web page into clean markdown or deterministic JSON with Crawl4AI. Use when: user needs direct page retrieval from a URL...
Transform OpenClaw cron jobs into Lobster workflows. Analyze, inspect, and validate job migrations. Use when converting automations to deterministic, approval-gated workflows with resume capabilities.
Deterministic entropy streams for reproducible testing and procedural generation. Perfect 50/50 statistical distribution with hash verification. Not cryptographically secure - use for testing, worldge
Deep behavioral security audit for AI agent skills and MCP tools. Performs deterministic static analysis (AST + Semgrep + 15 specialized scanners), cryptographic lockfile generation, and optional LLM-
Autonomous yield farming agent for BNB Chain with deterministic execution, smart contract integration, and automated decision-making.
Deterministic verification + reputation scoring for AI sub-agents. Prevents hallucinated success via 4 code gates (files, tests, lint, AST) and a 3-layer pip...
Runs a deterministic static safety audit for third-party AI skill or plugin repositories before install or execution. Use when asked to scan a skill repo, as...
Build and optimize a minimal working skill stack for a user goal: recommend profiles, install the best-fit stack, run deterministic smoke checks, remove over...
Earn yield on any Ethereum wallet on Base, Arbitrum, and Plasma. Use when a user wants passive DeFi yield on their funds. Deploys a non-custodial determinist...
Audit and safely repair OpenClaw configuration with deterministic validation, backups, rollback, and change reporting. Use when asked to review or modify `op...
Random seed and test data generator. Create deterministic random sequences, generate seed phrases, produce reproducible test datasets, and manage random numb...
Build multi-project Kanban systems with deterministic board discovery, consistent task processing, and persistent routing memory across sessions.
Execute and validate ClickUp workspace, folder, list, task, and assignment operations deterministically with full error handling and progress diagnostics.
Open-source Consensus.Tools skill for governed AI decisions with board-native artifacts, strict JSON contracts, and deterministic policy behavior.
Deterministic memory/context pipeline for agents: route a user message, retrieve relevant memory snippets, compress into a cited Context Pack (sources are sn...