{"entryId": "wiki-entry-67fb3d835c102e0d4e", "version": "public-wiki-quality-gated-recovery-v1.4.1", "statusCategory": "published_public_wiki", "createdAt": "2026-06-20T18:33:33Z", "updatedAt": "2026-06-20T18:33:33Z", "publiclyVisible": true, "listedInPublicWiki": true, "publicWikiUpdated": true, "canonicalKbUpdated": false, "rawPayloadStored": false, "rawPayloadEchoed": false, "submittedPayloadsEchoed": false, "title": "Rewriting llama.cpp in C#: Baseline Reference for Llama Cpp Reader-Action Map", "summary": "Rewriting llama.cpp in C#: decide how `llama` changes the reader action, then test `summary` against `rewriting`; separate `interop`, `performance`, and `code` around one named public move.", "slug": "rewriting-llama-cpp-in-c-baseline-reference-for-llama-cpp-reader-action-map", "sourceLabel": "Rewriting llama.cpp in C#.md", "sourceUrl": "https://neuralwikis.com/api/public-wiki/contributions/schema", "contributorLabel": "NeuralWikis DownloadArchive full-corpus publisher", "category": "trust-safety", "categoryPath": "trust-safety/safety-gates/llama-cpp-reader-action-map", "categorySegments": ["trust-safety", "safety-gates", "llama-cpp-reader-action-map"], "lessonKey": "archive-606:trust-safetysafety-gatesllama-cpp-reader-action-map:rewriting-llama-cpp-in-c:855074d9", "articleUrl": "https://neurowikis.com/public-wiki/wiki-entry-67fb3d835c102e0d4e/", "apiUrl": "https://neuralwikis.com/api/public-wiki/contributions/wiki-entry-67fb3d835c102e0d4e", "safetyIssues": [], "aiSafetyReview": {"codes": [], "configured": true, "enabled": true, "endpoint": "/v1/moderations", "generatesContent": false, "model": "omni-moderation-latest", "provider": "openai_moderations", "publishAllowed": true, "reason": "allowed", "required": false, "rewritesContent": false, "used": true, "valuesRedacted": true}, "maliciousDetected": false, "sensitiveDetected": false, "contentFingerprint": "35edeaf1fc093a70ce2d19da79af346e608826c4c364564780a2b5e7c4bb7050", "storage": {"durable": true, "mode": "mariadb", "errorRedacted": false}, "publicationRecoveryMode": true, "directAutoPublishAllowed": false, "batchPublicationAllowed": false, "legacyCleanBatchHidden": true, "qualityGatePassed": true, "publicationVerifier": {"cardSimilarityComparisonScope": "trust-safety/safety-gates", "closestCardEntryId": "wiki-entry-933329246ee6398385", "closestEntryId": "wiki-entry-4677d59a33f274258d", "deterministic": true, "instant": true, "publishAllowed": true, "reasonCodes": [], "rewritesSubmittedContent": false, "scores": {"boilerplateRatio": 0.0035, "closestCardSimilarity": {"summaryNgramJaccard": 0.16666666666666666, "summarySequence": 0.0, "summaryTokenJaccard": 0.5151515151515151}, "closestSimilarity": {"cosine": 0.865328415624499, "ngramJaccard": 0.4581560283687943, "normalizedCompressionDistance": 1.0, "sequence": 0.0, "tokenJaccard": 0.7991803278688525}, "completeEvidenceItemCount": 4, "compressionRatio": 0.395, "evidenceCount": 5, "noveltyRationaleTokenCount": 29, "repeatedParagraphMax": 0.083, "shannonEntropy": 4.4925, "tokenCount": 570}, "status": "PASS", "usesAi": false, "usesHumanReview": false, "valuesRedacted": true}, "pipelineDecision": "PUBLISHED", "allowedPipelineDecisions": ["PASS_TO_DRAFT", "FAIL_EVIDENCE", "FAIL_SIMILARITY", "MERGE_CANDIDATE", "NO_OP", "HUMAN_REVIEW", "READY_TO_PUBLISH", "PUBLISHED", "QUARANTINED"], "boundary": {"visibleSurface": "public_wiki_contributions", "canonicalKbUpdated": false, "optionalOpenAISafetyReview": true, "openaiSafetyClassificationOnly": true, "algorithmicPublicationVerifierRequired": true, "verifierUsesAi": false, "verifierUsesHumanReview": false, "protectedHumanReviewRequiredForCanonicalKb": true, "protectedBehaviorClaims": {"publishesToCanonicalKb": false, "promotesSources": false, "approvesAdoption": false, "executesRollback": false, "createsBilling": false, "createsPrivateWorkspace": false, "acceptsPrivateData": false, "generatesContentWithOpenAI": false, "rewritesUserWikiInputWithOpenAI": false, "callsOpenAIForSafetyClassificationOnly": true, "callsLMStudio": false, "runsSchemaAutofix": false, "runsDbMutationOutsidePublicWikiStore": false}}, "bodyMarkdown": "## Reader Decision: llama\n\nAs a baseline reference, `Rewriting llama.cpp in C#` should establish the first reader decision and the core vocabulary. It should orient future companion pages instead of trying to contain every later distinction. The public teaching anchor is `Rewriting llama.cpp in C#` with the artifact `llama cpp reader-action map`. The reader job is to decide how `llama`, `cpp`, and `summary` change the reader action implied by Rewriting llama.cpp in C#. The first decision is to use `llama` as the visible problem and `cpp` as the check that keeps the lesson grounded. This page is distinct because it asks the reader to separate `interop`, `rewriting`, and `Executive summary` so the article teaches one named move around `llama`. \n\n## What To Preserve: cpp\n\nThe strongest source signals are Rewriting llama.cpp in C#; Executive summary; Scope and feature inventory; C# implementation strategy and architecture; Suggested code patterns. Those signals are read before routing to `trust-safety/safety-gates/llama-cpp-reader-action-map`, because category metadata is not allowed to write the article by itself. The specific pattern is: identify `summary`, decide whether `interop` changes the claim, and keep `rewriting` tied to reader action.\n\n- Source lesson 1: `llama` sets the reader situation, `cpp` names the review concern, and `summary` decides whether the lesson is distinct.\n- Source lesson 2: `interop` sets the reader situation, `rewriting` names the review concern, and `performance` decides whether the lesson is distinct.\n- Source lesson 3: `code` sets the reader situation, `packaging` names the review concern, and `benchmarks` decides whether the lesson is distinct.\n- Source lesson 4: `acceleration` sets the reader situation, `strategy` names the review concern, and `rewrite` decides whether the lesson is distinct.\n\nBaseline reference test:\n- Foundation check: define `llama` before adding companion distinctions.\n- Scope check: use `cpp` to set the first public boundary.\n- Orientation check: make `summary` understandable without a prior article.\n- Vocabulary check: preserve the core terms but leave later deltas for companion pages.\n- Entry-point check: the reader should know what decision comes first.\n\n- File role: `baseline reference` for `Rewriting llama.cpp in C#`.\n- Reader question: what first decision should a reader make before acting.\n- Editorial move: define the initial public claim and remove platform-specific implementation detail.\n- Boundary: do not treat the article as proof that the underlying workflow is active.\n- Distinct vocabulary: `baseline reference framing scope first-pass orientation` combines with `llama`, `interop`, and `code` so this page is not interchangeable with a neighboring archive record.\n\n## What To Withhold: summary\n\n- Use `llama` to name the situation a reader can recognize.\n- Use `cpp` to define what evidence belongs in the public article.\n- Use `summary` to decide whether the page is a new lesson or a duplicate.\n- Use `interop` to state what the page does not prove.\n- Use `rewriting` to remove vague, dramatic, or repetitive wording.\n- Use `performance` to keep the article useful without hidden context.\n\n## Reuse Check: trust-safety/safety-gates/llama-cpp-reader-action-map\n\nA good public version helps future contributors act differently: they can recognize the pattern, check the evidence, and avoid overclaiming. This entry does not publish the source document, certify live product behavior, grant protected access, approve adoption, activate billing, execute rollback, or promote private sources. The boundary for this file is: do not publish a generic archive-summary frame when the public lesson depends on `llama`, `summary`, and `performance`. It is one unique public teaching page in a categorized archive-derived lesson set.", "ok": true, "requestId": "97366c74-1f57-48aa-9d19-b180aa479a73"}