AI Plugin Indexingest vs discussion
ingest and discussion are both search and web skills. discussion scores higher (84 vs 68 out of 100). discussion has more GitHub stars (5.9k), and ingest was updated more recently (3 days ago). The table compares them side by side.
| ingest | discussion | |
|---|---|---|
| Score | 68 / 100 | 84 / 100 |
| What it does | Process unstructured documents into search-ready chunks. Use this skill when the user wants to process PDFs or unstructured documents into JSONL chunks using Docling. Activate even if the user says document processing, chunking, Docling, PDF processing, or chunk quality evaluation. For cloud-scale ingestion via OSIS pipelines, see cloud/managed-ingestion-service. | Runs structured multi-agent discussions for open-ended typia topics. Use only when the user explicitly asks for Discussion or a team debate with transcripts and conclusions; do not use for Self-Review, a solo or multi-agent review, research review, or issue discovery. |
| Publisher | Community: opensearch-project | Community: samchon |
| Grades | Maintenance A, Licence A, Quality B | Maintenance A, Licence A, Quality A |
| npm downloads a week | Not on npm | Not on npm |
| Runs | Skill | Skill |
| Works with | Claude Code, Claude apps | Claude Code, Claude apps |
| GitHub stars | 60 | 5,944 |
| Last commit | 20 Oct 2026 | 15 Oct 2026 |
| Licence | Apache-2.0 | MIT |
| Listed since | 20 Oct 2026 | 20 Oct 2026 |
| Install ingest | Install discussion |
Questions
Is ingest or discussion more popular?
discussion has more GitHub stars: 5,944.
Can I use ingest and discussion together?
Yes. AI assistants can load several skills at once. Install both and the assistant picks the right one for each task.