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Update to RAG & GenAI Copilot

Snapshot Nov 3, 2026 · 00:12 UTC · version 0.2.0

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Sep 30, 2026 · 23:18 UTC

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After

Nov 3, 2026 · 00:12 UTC

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Package file

Before

Sep 30, 2026 · 23:18 UTC

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After

Nov 3, 2026 · 00:12 UTC

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Before

Sep 30, 2026 · 23:18 UTC

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After

Nov 3, 2026 · 00:12 UTC

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Before

Sep 30, 2026 · 23:18 UTC

2576

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Nov 3, 2026 · 00:12 UTC

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Changed files

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.codex-plugin/assets/composer-icon.svg →

.codex-plugin/assets/logo.svg →

.codex-plugin/plugin.json →

CHANGELOG.md →

PLUGIN_CREATOR_PROMPT.md →

README.md →

SUBMISSION.md →

UPGRADE_AUDIT.md →

assets/composer-icon.svg →

assets/icon.svg →

benchmarks/fixtures/retrieval_examples.json →

benchmarks/review-cases.md →

benchmarks/scenarios.json →

docs/RESEARCH_NOTES.md →

docs/legacy-original-skill.md →

plugin.json →

references/architecture-patterns.md →

references/citations-grounding.md →

references/core-invariants.md →

references/debugging-boundaries.md →

references/evaluation-metrics.md →

references/evidence-contract.md →

references/implementation-contracts.md →

references/incident-response.md →

references/ingestion-indexing.md →

references/observability-slo.md →

references/official-sources.md →

references/orchestration.md →

references/original/official_source_registry.md →

references/original/rag_architecture_patterns.md →

references/original/rag_debugging_playbooks.md →

references/original/rag_evaluation_framework.md →

references/original/rag_observability_latency_cost.md →

references/original/rag_security_guardrails.md →

references/retrieval-ranking.md →

references/security-boundaries.md →

references/security-test-cases.md →

references/technology-comparison.md →

scripts/__pycache__/score_retrieval.cpython-313.pyc →

scripts/score_retrieval.py →

scripts/validate_package.py →

skills/audit-citations/SKILL.md →

skills/build-rag-system/SKILL.md →

skills/compare-rag-stacks/SKILL.md →

skills/debug-rag/SKILL.md →

skills/design-ingestion-indexing/SKILL.md →

skills/design-retrieval/SKILL.md →

skills/evaluate-rag/SKILL.md →

skills/modernize-rag/SKILL.md →

skills/observe-rag/SKILL.md →

skills/optimize-rag/SKILL.md →

skills/orchestrate-rag-agents/SKILL.md →

skills/plan-rag-architecture/SKILL.md →

skills/production-rag-genai-copilot/SKILL.md →

skills/production-rag-genai-copilot/agents/openai.yaml →

skills/production-rag-genai-copilot/references/official_source_registry.md →

skills/production-rag-genai-copilot/references/rag_architecture_patterns.md →

skills/production-rag-genai-copilot/references/rag_debugging_playbooks.md →

skills/production-rag-genai-copilot/references/rag_evaluation_framework.md →

skills/production-rag-genai-copilot/references/rag_observability_latency_cost.md →

skills/production-rag-genai-copilot/references/rag_security_guardrails.md →

skills/respond-rag-incident/SKILL.md →

skills/secure-rag/SKILL.md →

submission/listing-and-prompts.md →

submission/public-submission-checklist.md →

submission/release-notes.md →

submission/test-cases.md →

templates/architecture-brief.md →

templates/claim-evidence-matrix.csv →

templates/diagnostic-report.md →

templates/eval-plan.md →

templates/incident-brief.md →

templates/trace-record.json →

tests/__pycache__/test_retrieval_metrics.cpython-313.pyc →

tests/test_retrieval_metrics.py →

references/implementation-contracts.md

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+# Implementation contracts
+## Interfaces
+`Document { source_id, version, canonical_uri, acl_scope, content, sections, updated_at }`
+`Chunk { chunk_id, source_id, version, span, content, metadata, acl_scope }`
+`QueryContext { request_id, user_id?, tenant_scope, query, filters, index_version }`
+`RetrievedEvidence { source_id, chunk_id, version, content, score?, rank?, span?, acl_scope }`
+`GroundedAnswer { answer, claims, citations[], abstained, trace_id }`
+Use these as logical contracts, not forced language-specific SDK classes.
+
+## Implementation boundaries
+- Parsing and indexing deterministic and idempotent where possible.
+- Trusted identity/ACL filters enforced before evidence is exposed.
+- Ranking and context assembly keep stable source IDs; trace without leaking source contents.
+- Generated text cannot trigger privileged tools solely because a retrieved document requests it.
+- Retry transient network errors with limits, backoff and idempotency; never retry destructive writes blindly.
+- Log and test source deletion, version updates, missing evidence, prompt injection and insufficient permissions.
+
+## Acceptance
+Tests show known-answer retrieval, no-answer abstention, cross-tenant isolation, citation support and failure recovery; record only actual executions.
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