similar
Run a vector (or hybrid) similarity search on an Astra DB collection or table and show ranked results with scores.
Skill by jestatsio
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/jestatsio-similar
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/similar
What's inside
- Skill name
similar- Description
- Run a vector (or hybrid) similarity search on an Astra DB collection or table and show ranked results with scores. Use when the user wants semantically similar documents.
- License
- Apache-2.0
- Metadata
- kind: workflow
- Instructions
- 15 lines in SKILL.md · view on GitHub
Files (2)
- SKILL.md
- openai.yaml · agents/
SKILL.md (first lines)
## Arguments
Parse the user's arguments:
- The quoted text is `query`. The next word is the collection or table `name`. If there's no name, use the only vector collection from `database_overview`, or ask.
- `--doc <id>` becomes `documentId` ("more like this"). Use it for collections without vectorize.
- `--hybrid` sets `hybrid: true` (needs lexical and rerank). `--limit <n>` sets the limit (default 10). `--keyspace <k>` sets the keyspace.
## Steps
1. Call `vector_search`. On `unsupported_query`, relay the hint (for example "no vectorize service: pass --doc <id> or a vector") and stop.
2. Render it following the [astra-widgets skill](../astra-widgets/SKILL.md), then summarize: the top three hits with scores, and one sentence on how far apart the scores are (`stats`).
3. Offer next steps: search again from a returned id (`--doc <id>`), widen with `--limit`, or try `--hybrid` when rerank is enabled.From jestatsio/astra-db-plugin, Apache-2.0.
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setup
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Connect this project to an Astra DB database — install check, credentials via a one-time terminal login, verification through the live tools.
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Show Astra DB results as interactive views — database overview, collection or table schema, document explorer, and vector-search results — from the astra-db…
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Plan a migration to Astra DB / HCD — from another database, from CQL drivers to the Data API, or between Collections and Tables — as staged phases with code…
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overview
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Show an Astra DB database overview — keyspaces, collections with vector settings and counts, and tables — as an interactive view.
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collection
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Show one Astra DB collection or table in detail — vector and vectorize settings, lexical/rerank, indexing, id type, field types, sample data — as an…
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data-modeler
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Design Astra DB / HCD data models — choose Collections vs Tables, keys, indexes, and vector/vectorize/hybrid configuration from the application's access…
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explore
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Browse an Astra DB collection or table page by page — documents, field inventory, filters, sorting — as an interactive explorer.
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data-model-review
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Review this project's Astra DB data model and Data API usage against Collections/Tables best practices, anti-patterns, and the live schema.
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Signals
- Stars
- 0
- Forks
- 0
- Open issues
- 0
- Last commit (this folder)
- Sep 24, 2026 (1 month ago)
- Last release
- Sep 30, 2026 (29 days ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- Apache-2.0
- Repository
- github.com/jestatsio/astra-db-plugin
- Website
- jestats.io
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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reviewer
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Review code that uses Astra DB or HCD through the Data API clients (Python astrapy, TypeScript astra-db-ts, Java, C#, Go) for client idioms, error handling…
SkillAFreshness: AClaude Code +9 - 0.565score
setup
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Connect this project to an Astra DB database — install check, credentials via a one-time terminal login, verification through the live tools.
SkillAFreshness: AClaude Code +9 - 0.565score
astra-widgets
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Show Astra DB results as interactive views — database overview, collection or table schema, document explorer, and vector-search results — from the astra-db…
SkillAFreshness: AClaude Code +9 - 0.565score
doctor
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Cite this page
similar skill. Agent Mart. https://agentmart.dev/skills/jestatsio-similar (last updated 2026-10-24)