{"repo":"echoVic/stop-protocol","free":true,"listed":false,"github":"https://github.com/echoVic/stop-protocol","clone":"git clone https://github.com/echoVic/stop-protocol.git","description":"STOP — Skill Transparency & Observability Protocol. Making Agent Skills transparent, debuggable, and trustworthy.","language":"TypeScript","stars":13,"topics":["agent-skills","ai-agents","developer-tools","observability","specification","skill-protocol"],"license":null,"category":"analytics","readme_excerpt":"Skill Transparency & Observability Protocol (STOP) Stop. Look inside. Understand what your skills actually do. 停下来，看清楚——你的 Skill 到底做了什么。 English 中文 --- What is this? STOP is an open specification for Agent Skill observability. It defines how skills declare their capabilities, emit execution traces, and verify outcomes — so developers and users can understand what a skill did, why it did it, and whether it succeeded. Why? Agent Skills today are black boxes. You invoke one, something happens (or doesn't), and you have no structured way to understand the execution. As the skill ecosystem scales (40,000+ skills on platforms like SundialHub), this opacity becomes a real problem: - Debugging is guesswork — when a skill fails, you read logs and pray - Trust is binary — you either trust a skill completely or not at all - Composition is fragile — chaining skills without observability is like piping commands with no stderr - Security review is manual — no standard way to audit what a skill actually does STOP fixes this by bringing SRE-grade observability (Logs, Metrics, Traces) to the skill layer. Spec Documents Document Description ---------- ------------- spec/manifest.md Skill Manifest ( skill.yaml ) — declarative capability description spec/trace.md Execution Trace format — structured runtime telemetry spec/assertions.md Post-condition assertions — verifiable success criteria spec/levels.md Observability levels — progressive adoption from L0 to L3 Quick Example Observability Levels","default_branch":null,"files":null,"tree":[],"storefront":"/r/echoVic","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/echoVic/stop-protocol/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}