Home / Skills / chunking-strategy
chunking-strategy
giuseppe-trisciuoglio/developer-kitSkill
Provides chunking strategies for RAG systems. Generates chunk size recommendations (256-1024 tokens), overlap percentages (10-20%), and semantic boundary detection methods. Validates semantic coherence and evaluates retrieval precision/recall metrics. Use when building retrieval-augmented generation systems, vector databases, or processing large documents.
Why this score
This repo hosts 10 skills, so its 360 stars are split between them (about 36 each) for scoring.
Popularity score: 59/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit fe73fb33a09e, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onechunking-strategy giuseppe-trisciuoglio/developer-kit · Skill | 59 | ★ 360 | ≈94 always | 2mo ago |
| xberg-chunking xberg-io/xberg · Skill Same job: ai engineering | 79 | ★ 9.4k | ≈56 always | 16d ago |
| protracted-strategy HughYau/qiushi-skill · Skill Both about strategy | 69 | ★ 3.8k | ≈41 always | 1mo ago |
| tree-sitter-language-pack-chunking-for-llms xberg-io/tree-sitter-language-pack · Skill Both about chunking and chunk | 66 | ★ 478 | ≈74 always | 18d ago |
| analytics-strategy rampstackco/claude-skills · Skill Same job: analytics & dashboards | 65 | ★ 976 | ≈155 always | 16d ago |
| ux-strategy cuellarfr/design-skills · Skill Same job: analytics & dashboards | 53 | ★ 107 | ≈66 always | 1mo ago |