{"entryId": "wiki-entry-e8aca7b41bb6a75ba5", "version": "public-wiki-quality-gated-recovery-v1.4.1", "statusCategory": "published_public_wiki", "createdAt": "2026-06-20T18:32:20Z", "updatedAt": "2026-06-20T18:32:20Z", "publiclyVisible": true, "listedInPublicWiki": true, "publicWikiUpdated": true, "canonicalKbUpdated": false, "rawPayloadStored": false, "rawPayloadEchoed": false, "submittedPayloadsEchoed": false, "title": "LongTermSoftware Website Audit and Improvement Report: Audit-To-Action Checklist for Audit Longtermsoftware Reader-Action Map", "summary": "LongTermSoftware Website Audit and Improvement Report: verify the reader move behind `longtermsoftware` and `buyer`; the useful lesson is the boundary around `funnel`.", "slug": "longtermsoftware-website-audit-and-improvement-report-audit-to-action-checklist-for-audit-longtermsoftware-reader-actio", "sourceLabel": "LongTermSoftware Website Audit and Improvement Report.md", "sourceUrl": "https://neuralwikis.com/api/public-wiki/contributions/schema", "contributorLabel": "NeuralWikis DownloadArchive full-corpus publisher", "category": "site-operations", "categoryPath": "site-operations/product-readiness/audit-longtermsoftware-reader-action-map", "categorySegments": ["site-operations", "product-readiness", "audit-longtermsoftware-reader-action-map"], "lessonKey": "archive-457:site-operationsproduct-readinessaudit-longtermsoftware-reader-action-map:longtermsoftware-website-audit-and-improvement-report:06972c24", "articleUrl": "https://neurowikis.com/public-wiki/wiki-entry-e8aca7b41bb6a75ba5/", "apiUrl": "https://neuralwikis.com/api/public-wiki/contributions/wiki-entry-e8aca7b41bb6a75ba5", "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": "aa26f0175ef4c0e1d53189ebfbf81dafcd94a7dcb6dc927fb1fae514e2ae0514", "storage": {"durable": true, "mode": "mariadb", "errorRedacted": false}, "publicationRecoveryMode": true, "directAutoPublishAllowed": false, "batchPublicationAllowed": false, "legacyCleanBatchHidden": true, "qualityGatePassed": true, "publicationVerifier": {"cardSimilarityComparisonScope": "site-operations/product-readiness", "closestCardEntryId": "wiki-entry-52d2b84ff7cdf5507b", "closestEntryId": "wiki-entry-1c06daf139e6670020", "deterministic": true, "instant": true, "publishAllowed": true, "reasonCodes": [], "rewritesSubmittedContent": false, "scores": {"boilerplateRatio": 0.0, "closestCardSimilarity": {"summaryNgramJaccard": 0.26666666666666666, "summarySequence": 0.0, "summaryTokenJaccard": 0.6666666666666666}, "closestSimilarity": {"cosine": 0.9226785123880562, "ngramJaccard": 0.4350282485875706, "normalizedCompressionDistance": 1.0, "sequence": 0.0, "tokenJaccard": 0.725925925925926}, "completeEvidenceItemCount": 4, "compressionRatio": 0.38, "evidenceCount": 5, "noveltyRationaleTokenCount": 29, "repeatedParagraphMax": 0.1414, "shannonEntropy": 4.5084, "tokenCount": 571}, "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": "## Teaching Value: audit\n\nAs an audit-to-action page, `LongTermSoftware Website Audit and Improvement Report` should convert observed gaps into an ordered checklist. It should name improvement pressure without claiming that remediation already happened. The public teaching anchor is `LongTermSoftware Website Audit and Improvement Report` with the artifact `audit longtermsoftware reader-action map`. The reader job is to decide how `audit`, `longtermsoftware`, and `technical` change the reader action implied by LongTermSoftware Website Audit and Improvement Report. The first decision is to use `audit` as the visible problem and `longtermsoftware` as the check that keeps the lesson grounded. This page is distinct because it asks the reader to separate `conversion`, `buyer`, and `Executive summary` so the article teaches one named move around `audit`. \n\n## Source Signal: longtermsoftware\n\nThe strongest source signals are LongTermSoftware Website Audit and Improvement Report; Executive summary; Top six prioritized improvements; Current site audit; Positioning, UX, and messaging. Those signals are read before routing to `site-operations/product-readiness/audit-longtermsoftware-reader-action-map`, because category metadata is not allowed to write the article by itself. The specific pattern is: identify `technical`, decide whether `conversion` changes the claim, and keep `buyer` tied to reader action.\n\n- Source lesson 1: `technical` sets the reader situation, `conversion` names the review concern, and `buyer` decides whether the lesson is distinct.\n- Source lesson 2: `website` sets the reader situation, `funnel` names the review concern, and `mobile` decides whether the lesson is distinct.\n- Source lesson 3: `forms` sets the reader situation, `positioning` names the review concern, and `messaging` decides whether the lesson is distinct.\n- Source lesson 4: `summary` sets the reader situation, `ctas` names the review concern, and `service` decides whether the lesson is distinct.\n\nAudit-to-action test:\n- Finding check: turn `technical` into a visible issue a maintainer can prioritize.\n- Remediation check: connect `conversion` to a bounded fix without claiming the fix has shipped.\n- Evidence check: require proof before `buyer` becomes a public readiness claim.\n- Sequence check: separate critique, owner action, verification, and public update.\n- Completion check: leave the article as guidance unless live evidence separately proves completion.\n\n- File role: `audit-to-action checklist` for `LongTermSoftware Website Audit and Improvement Report`.\n- Reader question: which weakness becomes a concrete improvement step.\n- Editorial move: turn critique into prioritized reader action with clear evidence boundaries.\n- Boundary: do not present an audit as completed remediation.\n- Distinct vocabulary: `audit finding priority remediation evidence checklist` combines with `audit`, `conversion`, and `funnel` so this page is not interchangeable with a neighboring archive record.\n\n## Public Action: technical\n\n- Use `audit` to name the situation a reader can recognize.\n- Use `longtermsoftware` to define what evidence belongs in the public article.\n- Use `technical` to decide whether the page is a new lesson or a duplicate.\n- Use `conversion` to state what the page does not prove.\n- Use `buyer` to remove vague, dramatic, or repetitive wording.\n- Use `website` to keep the article useful without hidden context.\n\n## Boundary Check: site-operations/product-readiness/audit-longtermsoftware-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 `audit`, `technical`, and `website`. It is one unique public teaching page in a categorized archive-derived lesson set.", "ok": true, "requestId": "92f98e0b-1d25-445f-9adb-4904e191553d"}