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SKILL verified MIT Self-run

Sqlite Vec Skilld

skill-skilld-dev-skilld-sqlite-vec-skilld · by skilld-dev

ALWAYS use when writing code importing \"sqlite-vec\". Consult for debugging, best practices, or modifying sqlite-vec, sqlite vec.

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Install

$ agentstack add skill-skilld-dev-skilld-sqlite-vec-skilld

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • ✓ Prompt-injection patterns
  • ✓ Secret / credential exfiltration
  • ✓ Dangerous shell & filesystem operations
  • ✓ Untrusted network calls
  • ✓ Known-malicious package signatures

What it can access

  • ✓ Network access No
  • ✓ Filesystem access No
  • ✓ Shell / process execution No
  • ✓ Environment & secrets No
  • ✓ Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

✓ Security review passed
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Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

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About

asg017/sqlite-vec sqlite-vec

Version: 0.1.7 Tags: latest: 0.1.7, alpha: 0.1.7-alpha.13

References: [package.json](./.skilld/pkg/package.json) — exports, entry points • [README](./.skilld/pkg/README.md) — setup, basic usage • [Docs](./.skilld/docs/INDEX.md) — API reference, guides • [GitHub Issues](./.skilld/issues/INDEX.md) — bugs, workarounds, edge cases • [Releases](./.skilld/releases/_INDEX.md) — changelog, breaking changes, new APIs

Search

Use skilld search instead of grepping .skilld/ directories — hybrid semantic + keyword search across all indexed docs, issues, and releases. If skilld is unavailable, use npx -y skilld search.

skilld search "query" -p sqlite-vec
skilld search "issues:error handling" -p sqlite-vec
skilld search "releases:deprecated" -p sqlite-vec

Filters: docs:, issues:, releases: prefix narrows by source type.

API Changes

This section documents version-specific API changes — prioritize recent major/minor releases.

  • BREAKING: DELETE operations now properly clear vector data and free space — v0.1.7 changed behavior from only setting validity bits. Code using DELETE statements may see different storage behavior [source](./.skilld/releases/v0.1.7.md:L16)
  • NEW: Distance column constraints in KNN queries — v0.1.7 adds support for >, >=, threshold or distance < threshold constraints in WHERE clauses to paginate through KNN results without fetching excess candidates [source](./.skilld/releases/v0.1.7.md#L17)
  • Monitor the k value limit when performing large KNN queries — the default maximum k is 4096 (configurable) to prevent memory exhaustion; be aware that kNN results are materialized in memory and internally use O(n²) complexity on k [source](./.skilld/issues/issue-157.md#L22:33)
  • Rely on v0.1.7+ for automatic DELETE cleanup — vector space is now reclaimed when enough vectors are deleted to clear a chunk (~1024 vectors); previous versions only marked entries as deleted without freeing space [source](./.skilld/releases/v0.1.7.md#L16)
  • Select embedding models with quantization support for better results — models like nomic-embed-text-v1.5, mxbai-embed-large-v1, and OpenAI's text-embedding-3 are specifically trained to maintain quality after quantization and Matryoshka truncation [source](./.skilld/docs/binary-quant.md#L114:125)

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.

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