FreeSkills
Commits, branches and sync with the but CLI
- 361361 downloads
- 198198 likes
- 103103 saves
Works with
- Claude Code
- Codex
- Cursor
- and 3 more
PostgreSQL retrieval design for RAG v1.0.0
Use this resource to design RAG or GraphRAG retrieval on PostgreSQL
New
- 478 downloads
- 195 likes
- 147 saves
Free
Install with the CLI
In a terminal, from the folder you want:
npx --yes palatekit@latest install postgres-retrieval-designWith no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.
First time: connect the CLI with
npx --yes palatekit@latest loginThe agent inventories the corpus, chooses the retrieval mode, then produces a design report covering indexes, the relation schema and multi-hop traversal, without writing application code. You get a report to approve before planning.
Mostly picked by
Updated November 2, 2026
Previews
Details
- Install guides
- Generates with
- Your agent's model
- Licence
- Apache-2.0
Similar resources
View all- Free
FreeSkills
Sentry CLI guide
- 525525 downloads
- 117117 likes
- 128128 saves
Works with- Claude Code
- Codex
- Cursor
- and 3 more
FreeSkills
Drizzle ORM best practices with PostgreSQL
- 407407 downloads
- 194194 likes
- 151151 saves
Works with- Claude Code
- Codex
- Cursor
- and 3 more
FreeSkills
SLO design wizard
- 537537 downloads
- 105105 likes
- 242242 saves
Works with- Claude Code
- Codex
- Cursor
- and 3 more
FreeSkills
User stories and sprint fit
- 451451 downloads
- 150150 likes
- 132132 saves
Works with- Claude Code
- Codex
- Cursor
- and 3 more
FreeSkills
Capacity-based sprint plan
- 423423 downloads
- 192192 likes
- 102102 saves
Works with- Claude Code
- Codex
- Cursor
- and 3 more
FreeSkills
Startup CTO advisor
- 580580 downloads
- 201201 likes
- 242242 saves
Works with- Claude Code
- Codex
- Cursor
- and 3 more
FreeSkills
Creating GitHub pull requests with quality checks
- 427427 downloads
- 230230 likes
- 196196 saves
Works with- Claude Code
- Codex
- Cursor
- and 3 more
What you get
- SKILL.md: control gates and routing
- references/schema-and-indexes.md: schema and indexes
- references/multi-hop-traversal.md: multi-hop traversal
Good fit for
- You want hybrid text and vector search in an existing database
- Your corpus exceeds a million documents
Not for
Tags
- postgresql
- pgvector
- rag
- hybrid search
About
You say
“Design the RAG retrieval for our 300,000-page documentation base on PostgreSQL.”
Skill published by nextstage-brasil under the Apache-2.0 license, delivered in its original version.
Show moreShow less
How to use it
- Install the skill in your agent's skills folder
- Ask your agent to design RAG or GraphRAG retrieval on PostgreSQL
- Review and adjust the result
Content preview
Files
- evals/evals.json5.3 KB
- LICENSE11.1 KB
- NOTICE-PALATEKIT.md0.5 KB
- references/anti-patterns.md1 KB
- references/corpus-assessment.md2.3 KB
- references/entity-resolution.md1.9 KB
- references/evaluation-and-gates.md1.2 KB
- references/ingestion-pipeline.md2.7 KB
- references/multi-hop-traversal.md2.2 KB
- references/operations-and-scale.md1.2 KB
- references/retrieval-augmentations.md2.8 KB
- references/retrieval-contract.md1.8 KB
- references/retrieval-decision.md2.3 KB
- references/schema-and-indexes.md4.1 KB
- SKILL.md8.6 KB
- templates/retrieval-design-report.md4.1 KB
- templates/snippets/chunk-schema.sql.snippet1.5 KB
- templates/snippets/entity-edge-schema.sql.snippet3.7 KB
- templates/snippets/hnsw-index.sql.snippet0.7 KB
- templates/snippets/hybrid-search.sql.snippet0.9 KB
- templates/snippets/multi-hop-cte.sql.snippet1.6 KB
- templates/snippets/retrieval-result.ts.snippet1.2 KB
Origin and licence
Listed unmodified
- Author
- nextstage-brasil
- Source
- github.com/nextstage-brasil/skills/tree/397947265cb478166f5a110dc869afd1f8f3c04c/skills/ns-postgres-rag
- Licence
- Apache-2.0
Notice
« ns-postgres-rag » (nextstage-brasil, Apache-2.0) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.
User reviews
–
No ratings yet
Loading reviews…