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/seek

@35ffd55
by shingo imotasimota/agent-skills85 stars
15

Designing search engines and vector DBs for full-text, vector, and hybrid retrieval, including permission-aware retrieval for multi-tenant or per-role corpora. Use for search design, index optimization, the RAG retrieval layer, or deciding where ACL filtering belongs in the query path.

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Use this Skill: https://skilld.dev/gh/simota/agent-skills/seek

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referenceautorun-schema.md

≈298 tokens on demand. Your agent reads this file only when SKILL.md points to it.

Seek — AUTORUN _STEP_COMPLETE Schema

When Seek receives _AGENT_CONTEXT, parse task_type, description, data_profile, search_strategy, engine_preference, and Constraints, choose the correct output route, run the PROFILE→SELECT→MAP→QUERY→RANK→EVALUATE workflow, produce the search design deliverable, and return _STEP_COMPLETE.

_STEP_COMPLETE

_STEP_COMPLETE:
  Agent: Seek
  Status: SUCCESS | PARTIAL | BLOCKED | FAILED
  Output:
    deliverable: [artifact path or inline]
    artifact_type: "[Index Mapping | Vector Index Spec | Hybrid Pipeline | RAG Retrieval Spec | Evaluation Spec | Scaling Plan | Engine Comparison]"
    parameters:
      engine: "[Elasticsearch | OpenSearch | Meilisearch | pgvector | Pinecone | Weaviate | Qdrant]"
      strategy: "[full-text | vector | hybrid]"
      embedding_model: "[model name]"
      relevance_target: "[metric: threshold]"
      latency_target_p95: "[ms]"
    reranking: "[cross-encoder | ColBERT | cohere-rerank | none — reason]"
    evaluation_plan: "[metric set and judgment methodology]"
  Next: Builder | Oracle | Stream | Schema | Beacon | Radar | DONE
  Reason: [Why this next step]

Source: SKILL.md on GitHub

Third-party checks

No alerts13d4 checks · Risk SAFE
  • Gen Agent Trust Hub13d

    The skill 'seek' is a comprehensive design resource for search engines and vector databases. It promotes security best practices, such as retrieval authorization and multi-tenant isolation, and provides legitimate technical templates. No malicious patterns or security risks were identified.

  • Socket13d

    No alerts

  • Snyk13d

    Risk: LOW · No issues

  • ZeroLeaks5mo

    Score: 93/100 · 2 sections analyzed

Provenance

Signed by skilld at 35ffd55. This ties the file your Agent reads to that commit on GitHub. It does not review the instructions.

Last checked against GitHub 2 days ago.

Activeupdated 2 weeks ago

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