Skip to content

feat(tools): route social listening questions to query_lfx_lens #112

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
joanreyero merged 1 commit into from
Aug 4, 2026
+5 −1
Merged

feat(tools): route social listening questions to query_lfx_lens #112

Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
6 changes: 5 additions & 1 deletion internal/tools/lens.go
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -46,6 +46,10 @@ Always use this tool for:
IMPORTANT: activities data (contributors, PRs, code contributions etc) not involving maintainers should use query_lfx_semantic_layer.
- Maintainer time series and trends (the maintainer model lacks good time granularity)
- Event sponsorships (the semantic layer should be used for events and event registration data not related to sponsorships)
- Social listening: mentions of a project on social media and the web (Twitter/X, Bluesky, Reddit, Hacker News, DEV,
Podcasts, YouTube, LinkedIn, TikTok), sentiment, share of voice by platform, and author reach/followers
(e.g. "how is Kubernetes trending on social media?", "sentiment split of our mentions last month").
The semantic layer has no social listening data.

Also use this tool for:
- Open-ended or exploratory analysis (e.g. "which projects need attention?", "contribution overview")
Expand All @@ -70,7 +74,7 @@ Tips:
// QueryLFXLensArgs defines the input for query_lfx_lens.
type QueryLFXLensArgs struct {
ProjectSlug string `json:"project_slug" jsonschema:"Project slug from search_projects (e.g. 'cncf') (required)"`
Input string `json:"input" jsonschema:"Natural language question. Use for maintainer names/trends, open-ended analysis, subproject questions, cross-domain joins, and exploratory questions. Contributor, activity and membership questions belong to the semantic layer. Takes 15-30s. (required)"`
Input string `json:"input" jsonschema:"Natural language question. Use for maintainer names/trends, social listening (mentions/sentiment/reach), open-ended analysis, subproject questions, cross-domain joins, and exploratory questions. Contributor, activity and membership questions belong to the semantic layer. Takes 15-30s. (required)"`
}

type lensWorkflowAdditional struct {
Expand Down
Loading