Our review
Audits source code for compliance with the OpenAI SDK checklist and generates a Markdown report.
Strengths
- Automates compliance inspection against OpenAI SDK rules.
- Provides concrete fixes for each violation.
- Respects severity hierarchy and stop conditions.
- Produces a structured report with evidence and suggestions.
Limitations
- Requires the checklist to exist at the specified path.
- May miss violations if code uses undetectable patterns.
- Does not cover large migrations or strong functional changes.
When asked to check compliance against OpenAI SDK rules or run a compliance audit.
For generic audits not related to OpenAI SDK or when the target checklist is missing.
Security analysis
SafeThe skill is a compliance auditor that reads code, evaluates rules, and generates a Markdown report. It does not execute any code, system commands, or network requests, and there is no destructive or exfiltrating behavior. No security risks are present.
No concerns found
Examples
Run compliance check on the /src directory using the OpenAI SDK compliance checklist.Check compliance of src/agents/orchestrator.py against OpenAI SDK rules.Audit my project for OpenAI SDK compliance with exhaustive mode, don't stop on first high severity.name: COMPLIANCE_CHECK description: Apply the OpenAI SDK compliance checklist to audit files or directories and produce a Markdown report with findings and suggested fixes. Use when asked to "check compliance", "run compliance check", or "audit against OpenAI SDK rules".
COMPLIANCE CHECK
Owner: QA
Goal
Audit a target (file set or directory) against .claude/checklists/openai-sdk-compliance-checklist.yaml and deliver a Markdown report with evidence and actionable fixes.
Workflow
1. Load Inputs
- Read
target_path(file, directory, or list). - Respect context: apply strictly to agent implementations, tools, and orchestration code.
2. Evaluate Rules
-
Process rules top-down (A1 → A11).
-
Apply
activation_hintandstop_condition:- Stop on first HIGH unless
--exhaustiveis requested. - Stop if findings_count > 25.
- Stop on first HIGH unless
-
Enforce Kira Constitution and OpenAI Agents SDK standards:
- A1. Primitives Only: Orchestration uses only
run()/Runner.run()andhandoff(); no extra verbs likerouteAgentorpipeTo. - A2. Tool Categories Valid: Every tool is one of: Function | Hosted | Agent-as-Tool | MCP.
- A3. No Custom Routing: No bespoke agent-to-agent communication (axios/fetch/custom) beyond SDK patterns.
- A4. Tool Input Schema (Zod): All tools define parameters via
tool({ parameters: z.object({...}) }). - A5. Structured Outputs (Zod): Agents with non-text outputs declare
outputType: z.object({...}). - A6. Single RunContext<T>: One canonical
RunContext<T>shared across agents/tools/guardrails. - A7. History Threading: Conversation history flows via
result.history→ nextrun(). - A8. Model Settings Casing: Uses
modelSettings.toolChoice(camelCase), nottool_choice. - A9. Tracing Enabled/Declared: Tracing wired to Langfuse (or explicitly disabled with rationale).
- A10. Vision & Whisper Usage: Use OpenAI Vision for images/PDFs and Whisper for audio; custom file analysis only for text formats.
- A11. Deterministic IDs via Context: IDs (userId, wid, aid, etc.) come from
RunContext; never inferred or generated by agents.
- A1. Primitives Only: Orchestration uses only
-
For each rule:
- Mark PASS/FAIL with evidence (file path + line/snippet).
- For FAIL, provide a concrete fix that matches the rule’s
fixguidance. - Preserve
severityandautofixflags from the checklist.
3. Apply Lean Guards
- Do not expand scope beyond
meta.scope. - Prefer small, safe fixes.
- Refactor only when required by a rule.
- Skip large migrations.
- If a standard conflicts with a functional requirement, flag it for manual review rather than forcing a breaking change.
4. Produce Report
- Follow the checklist
output_schema. - Include:
- Summary: counts by severity + decision (READY | NEEDS_REVISION | BLOCKED).
- Findings: list items with
id,severity,file,symbol(if known),evidence,fix,autofix. - Suggestions: targeted next steps based on findings.
5. Save Output
- Write Markdown to
docs/qa/reports/compliance-{{target_slug}}.md. - Create directories if missing.
Anti-Patterns
- Do not mark PASS without evidence.
- Do not invent IDs, symbols, or file paths.
- Do not ignore
severity: HIGHviolations. - Do not propose custom orchestration verbs or "clever" routing logic that bypasses the SDK.
- Do not recommend using raw
tool_choiceormessagesarrays without SDK types. - Do not allow UUID generation inside agents (must come from context).
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