Summary
Add a new skill that encodes Intercom Fin AI best practices and optimization patterns for the LFX support team. This skill gives Claude the knowledge to advise on improving Fin resolution rates, writing effective Fin Guidance, optimizing Help Center content for AI, and building continuous improvement workflows.
What this skill should do
- Advise on writing Fin Guidance rules using if-then logic and specific examples
- Help optimize Help Center content for both human readers and Fin's AI search
- Guide teams through daily/weekly review rituals using Topics Explorer and Suggestions
- Explain escalation patterns including AI Summaries at handoff and Fin re-engagement workflows
- Provide resolution rate benchmarks from real-world Fin deployments (55% → 80%+ trajectories)
- Advise on Fin Attributes for automatic conversation categorization and tagging
- Cover Copilot use cases for human agents beyond simple Q&A
- Help prepare Help Center content for product releases using content tagging
- Explain Fin Procedures/Tasks and when to use each
Reference
Follow the directory structure and frontmatter conventions established in lfx-research/SKILL.md. Each skill lives in its own directory with a SKILL.md file. This skill also includes a references/ subdirectory with a detailed community tips reference.
Acceptance Criteria
Summary
Add a new skill that encodes Intercom Fin AI best practices and optimization patterns for the LFX support team. This skill gives Claude the knowledge to advise on improving Fin resolution rates, writing effective Fin Guidance, optimizing Help Center content for AI, and building continuous improvement workflows.
What this skill should do
Reference
Follow the directory structure and frontmatter conventions established in
lfx-research/SKILL.md. Each skill lives in its own directory with aSKILL.mdfile. This skill also includes areferences/subdirectory with a detailed community tips reference.Acceptance Criteria
lfx-intercom-fin-best-practices/SKILL.mdcreated with proper frontmatter (name,description)lfx-intercom-fin-best-practices/references/community-tips-detailed.mdincluded with sourced tips from the Intercom Community