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rag-architect

Skill3 starsChanged 8 days agoNo licenceView on GitHub

Designs RAG pipelines: chunking, embeddings, vector store, reranking. Use when building or auditing retrieval over documents, a knowledge base, or semantic search with retrieval evals.

26 other projects use a version of this.

Adopted by

Most recently taken up by

Used with

Projects with it also use api-test-suite-builder, self-eval and 7 more.

Other files people use alongside this one.

Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
  • Arnav-0Skill

    api-test-suite-builder

    Use when the user asks to generate API tests, create integration test suites, test REST endpoints, or build contract tests.

    Also in 5 projects that use this

  • csiddhant796-blipSkill

    self-eval

    Honestly evaluate AI work quality using a two-axis scoring system. Use after completing a task, code review, or work session to get an unbiased assessment. Detects score inflation, forces devil's advocate reasoning, and persists scores across sessions.

    Also in 4 projects that use this

  • csiddhant796-blipSkill

    incident-commander

    Incident Commander Skill

    Also in 5 projects that use this

  • ncklrsSkill

    pricing-strategist

    Expert pricing strategy and monetization guidance for SaaS and digital products. Use when designing pricing tiers, creating pricing pages, setting value metrics, developing bundle strategies, planning price increases, writing pricing copy, analyzing competitive pricing, or optimizing annual vs monthly positioning. Use for packaging decisions, discount policies, enterprise pricing, and behavioral pricing tactics.

    Also in 4 projects that use this

  • Arnav-0Skill

    secrets-vault-manager

    Use when the user asks to set up secret management infrastructure, integrate HashiCorp Vault, configure cloud secret stores (AWS Secrets Manager, Azure Key Vault, GCP Secret Manager), implement secret rotation, or audit secret access patterns.

    Also in 3 projects that use this

  • mar-antayaSkill

    pr-review-expert

    PR Review Expert

    Also in 4 projects that use this

  • +2 more from csiddhant796-blip
  • +1 more from Arnav-0

The file

We split this skill into the rules it gives an agent

12 rules. 0 are common, 11 are distinctive, and 1 is very specific to this project.

  • 0

    Common

    Most of the 26 edited versions we read keep these.

  • 11

    Distinctive

    This author's own choices. Worth a look.

  • 1

    Very specific

    Tied to their project's names, files or tools. Probably skip.

No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.

“Common” is measured: kept by at least 6 in 10 of the 26 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

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