Run, interpret, and iterate on the OpenInference GenAI conformance MVP at python/openinference-instrumentation/scripts/conformance/. Use when the user mentions GenAI conformance, OTel GenAI semantic conventions, Weaver registry live-check, the dual-write conversion (genaiconversion.py, enablegenaisemconv), genai. attribute coverage, or asks to add new providers / scenarios to the conformance harness.
EnglishReview Java OpenInference instrumentation code for correctness and completeness. Use this skill when reviewing a Java instrumentor package — whether it's a new instrumentor, a PR that modifies one, or when the user asks to audit/review/check an existing instrumentor's code quality. Trigger on phrases like "review the instrumentor", "check the Java code", "audit the package", "is this instrumentor correct", or any request to validate an OpenInference Java instrumentation package against project standards.
EnglishKeep hand-written docs/ documentation in JS packages accurate and up to date with their source code. Use this skill whenever: (1) source files in a JS package that has a docs/ folder are modified — especially exports, function signatures, types, or public API changes, (2) the user asks to "update docs", "sync docs", "check if docs are accurate", "review the documentation", or similar, (3) new exports or features are added to a JS package and the docs need to reflect them. Also trigger when the user mentions documentation drift, stale examples, or missing API coverage in any JS package under js/packages/.
EnglishOpenInference semantic conventions and instrumentation for Phoenix AI observability. Use when implementing LLM tracing, creating custom spans, or deploying to production.
EnglishInvestigate and propose fixes for Python canary cron failures in the openinference repo. Use when the user mentions Python canary failures, Python cron failures, or when the auto-fix CI job reports Python instrumentation canary issues.
EnglishReview Python OpenInference instrumentation code for correctness and completeness. Use this skill when reviewing a Python instrumentor package — whether it's a new instrumentor, a PR that modifies one, or when the user asks to audit/review/check an existing instrumentor's code quality. Trigger on phrases like "review the instrumentor", "check the code", "audit the package", "is this instrumentor correct", or any request to validate an OpenInference Python instrumentation package against project standards.
English
AGENT SKILLS ATLASIncludes Genai Conformance, Java Code Reviewer, JavaScript Docs Sync, and other workflows.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Genai Conformance
Run, interpret, and iterate on the OpenInference GenAI conformance MVP at python/openinference-instrumentation/scripts/conformance/. Use when the user mentions GenAI conformance, OTel GenAI semantic conventions, Weaver registry live-check, the dual-write conversion (genaiconversion.py, enablegenaisemconv), genai. attribute coverage, or asks to add new providers / scenarios to the conformance harness.
Java Code Reviewer
Review Java OpenInference instrumentation code for correctness and completeness. Use this skill when reviewing a Java instrumentor package — whether it's a new instrumentor, a PR that modifies one, or when the user asks to audit/review/check an existing instrumentor's code quality. Trigger on phrases like "review the instrumentor", "check the Java code", "audit the package", "is this instrumentor correct", or any request to validate an OpenInference Java instrumentation package against project standards.
JavaScript Docs Sync
Keep hand-written docs/ documentation in JS packages accurate and up to date with their source code. Use this skill whenever: (1) source files in a JS package that has a docs/ folder are modified — especially exports, function signatures, types, or public API changes, (2) the user asks to "update docs", "sync docs", "check if docs are accurate", "review the documentation", or similar, (3) new exports or features are added to a JS package and the docs need to reflect them. Also trigger when the user mentions documentation drift, stale examples, or missing API coverage in any JS package under js/packages/.
Phoenix Tracing
OpenInference semantic conventions and instrumentation for Phoenix AI observability. Use when implementing LLM tracing, creating custom spans, or deploying to production.
Python Canary Fix
Investigate and propose fixes for Python canary cron failures in the openinference repo. Use when the user mentions Python canary failures, Python cron failures, or when the auto-fix CI job reports Python instrumentation canary issues.
Python Code Reviewer
Review Python OpenInference instrumentation code for correctness and completeness. Use this skill when reviewing a Python instrumentor package — whether it's a new instrumentor, a PR that modifies one, or when the user asks to audit/review/check an existing instrumentor's code quality. Trigger on phrases like "review the instrumentor", "check the code", "audit the package", "is this instrumentor correct", or any request to validate an OpenInference Python instrumentation package against project standards.
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