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RAG Source Review Guardrail

Stop agents from making claims they cannot prove.

Stripe Checkout onlySecure Stripe Checkout. Private delivery after payment verification. Book Setup Review

Problem Prevented

Agents make confident unsupported claims when retrieval is stale, insufficient, or unverified.

Who It Is For

RAG, Agentic RAG, MCP, Codex, Claude Code, Business Agents

What It Enforces

  • source bundle schema
  • claim extraction
  • confidence scoring
  • recency gate
  • citation required

Files Included

  • README.md
  • GUARDRAIL.md
  • SKILL.md
  • AGENTS.md
  • CLAUDE.md
  • CODEX.md
  • tests/
  • examples/

Install Steps

  1. Download after verified payment.
  2. Place AGENTS.md, SKILL.md, or CLAUDE.md in the matching workflow.
  3. Run the acceptance tests before marking work done.

Example Before / After

Before: the agent says the work is done from a draft or local state. After: the agent supplies proof or an review checkpoint.

Failure Modes Blocked

  • unsupported claims
  • stale-source claims
  • citation gaps
  • source conflicts
  • fabricated current facts

Verification Contract

Evidence is required before completion. Drafts, local-only updates, checkout links, and browser-open states do not count.

Review Checkpoints

  • rag_source_packet_guardrail_source_context_missing
  • rag_source_packet_guardrail_proof_missing
  • rag_source_packet_guardrail_unsafe_action_blocked
  • rag_source_packet_guardrail_manual_review_required

Safety Boundaries

No secrets, no private buyer data, no unsafe publishing, no fake readiness, no official vendor affiliation claims.

Why this guardrail exists

AI teams are moving from experiments to repeatable agent workflows. This kit exists because repeatability needs visible rules, blocked failure modes, and evidence before completion.

What industry pain it solves

RAG workflows need retrieval planning and claim validation before answers become deliverables.

What this kit enforces

RAG Source Review Guardrail defines checks, blocks, review states, and operator-visible gates for this workflow.

Evidence required before work counts as done

Drafts, private workspace state, checkout links, and unsupported claims do not count as completion evidence.

Compatible with

Source mapping

Public RAG category education and GeeksForGeeks agentic RAG concepts.. Atlas uses these as market proof inputs only; it does not copy claims or claim official affiliation.

Independent disclaimer

AtlasOps Guardrail Kits are independent workflow kits. Referenced companies and platforms are compatibility or market-context references only.

AtlasOps Guardrail Kits are independent workflow kits. They are not official products of OpenAI, Anthropic, OpenClaw, NVIDIA, CoreStory, LinkedIn, X, Stripe, or any other referenced platform.