Add Result Companion to AI Tools

[miltroj]

Summary

Adds Result Companion to the AI Tools section — an AI-powered CLI tool for analysing Robot Framework test failures from output.xml.

About the tool

Robot Framework CLI tool that reads output.xml and enriches rc_log.html with per-test AI analysis: root cause, test flow summary, and actionable fix suggestions.

Key features:

• Reads output.xml and produces an enriched rc_log.html with per-test AI analysis
• Root cause analysis: pinpoints the exact failing keyword and why it failed
• --overall-summary: extra LLM pass that synthesises all failures into a single digest
• Text output (--text-report, --print-text-report) for CI/CD pipelines and agent chat workflows
• Tag-based filtering: --include, --exclude with wildcard support
• Customisable prompts: swap in security audit, performance review, or quality review prompts via config
• Chunking support for large test suites that exceed model token limits
• Concurrency control for parallel test and chunk processing
• Dry-run mode for validating config and parsing without LLM calls
• 100+ LLM providers via LiteLLM: Ollama (local/private), OpenAI, Azure OpenAI, Google Gemini, Anthropic, AWS Bedrock, GitHub Copilot, custom OpenAI-compatible endpoints
• Built-in Ollama setup: result-companion setup ollama, result-companion setup model

Links:

• PyPI: https://pypi.org/project/result-companion/
• GitHub: https://github.com/miltroj/result-companion
• Examples & configs: https://github.com/miltroj/result-companion/blob/main/examples/EXAMPLES.md
• License: Apache-2.0