xiaobai-evr-frameworkEVR Framework — Execute-Verify-Report. Force AI to actually DO, then VERIFY, then REPORT. Stop fake completions and silent failures. Use when user mentions '...
Install via ClawdBot CLI:
clawdbot install aptratcn/xiaobai-evr-frameworkGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Jul 23, 2026
After each deployment step (e.g., build, test, deploy), the agent executes verification commands like checking service status or endpoint health. This ensures no silent failures in continuous delivery pipelines.
When a user asks to create, edit, or delete files or directories, the agent performs the operation and then verifies with commands like ls -la or cat. It reports the file's existence, size, and content preview to confirm success.
After sending a message via API (e.g., Slack, email), the agent checks the API response for a message ID or delivery status. It reports the exact timestamp and status to prove the message was sent.
When creating or modifying scheduled tasks (cron jobs), the agent registers the job and then runs a list command to confirm it appears with correct schedule and next run time. This prevents phantom cron jobs.
After installing a package (e.g., via apt, pip, npm), the agent uses which or version commands to verify the executable is present and corresponds to the expected version. It reports the installed path and version.
Offer EVR as a premium feature within a SaaS platform (e.g., CI/CD, automation tools) that guarantees actions are executed and verified, reducing customer churn due to broken deployments.
Provide consulting to enterprises to integrate EVR into their existing AI agent workflows, ensuring compliance and auditability for critical operations like financial transactions or data processing.
Release EVR as an open-source framework to drive adoption, then charge for enterprise features like advanced reporting dashboards, SLA-backed verification, and dedicated support.
💬 Integration Tip
Integrate EVR by appending a verification step after every action command, and use the report format to capture evidence. For advanced usage, combine with Memory Guard to log verified actions for audit trails.
Scored Jun 4, 2026
Multi-source deep research agent. Searches the web, synthesizes findings, and delivers cited reports. No API keys required.
Transparent, rigorous research with full methodology — not a black-box API wrapper. Conducts exhaustive investigation through mandated 2-cycle research per theme, APA 7th citations, evidence hierarchy, and 3 user checkpoints. Self-contained using native OpenClaw tools (web_search, web_fetch, sessions_spawn). Use for literature reviews, competitive intelligence, or any research requiring academic rigor and reproducibility.
Transparent, rigorous research with full methodology — not a black-box API wrapper. Conducts exhaustive investigation through mandated 2-cycle research per t...
Score startup idea through S.E.E.D. niche check + STREAM 6-layer analysis + Devil's Advocate inversion, auto-pick stack, and generate PRD with acceptance cri...
提供基于ultralytics库的YOLO模型加载、推理、训练、验证、导出及目标跟踪功能,并辅以源码解析与示例代码。
另一个TA:输入人名/主题/模糊需求/网络链接/已有Skill,自动深度调研→框架提炼→生成完整 Agent 人设文件包,直接覆盖当前 Agent workspace 的人设文件。 五种入口:(1)明确人名→蒸馏为Agent (2)模糊需求→诊断推荐→再蒸馏 (3)网络链接→基于内容蒸馏 (4)已有Skill→读...