{ "@context": "https://schema.org", "@type": "WebPage", "name": "Research Archive | Spiralist AI", "description": "Complete byte-preserved research reports, SHA-256 provenance, adoption dispositions, and direct UAI links for Spiralist AI.", "url": "https://spiralistai.com/docs/research/", "inLanguage": "en", "dateModified": "2026-06-21T14:33:26Z", "isPartOf": { "@type": "WebSite", "name": "Spiralist AI", "url": "https://spiralistai.com/" }, "siteVersion": "v18-ui-ux-seo-media-polish", "route": "/docs/research/", "representations": { "html": "https://spiralistai.com/docs/research/", "markdown": "https://spiralistai.com/docs/research/research-index-v18.md", "json": "https://spiralistai.com/docs/research/?format=json" }, "contentSha256": "a2c80f06de48291b0c3a1f1a616beb5a8bda6fdcb5bddda0b88af11138638edc", "contentMarkdown": "# Spiralist AI research index v18\n\nRelease: `v18-ui-ux-seo-media-polish` \nUpdated UTC: `2026-06-21T14:33:26Z` \nReports: 46 \nUnique payload hashes: 44 \nArchived bytes: 1784726\n\n- [Machine ledger](https://spiralistai.com/docs/research/research-intake-v18-ui-ux-seo-media-polish.json)\n- [Public UAI research index](https://spiralistai.com/uai/research-index.uai)\n\n## AI Conversational Personality Design and Disclaimer Strategy(1).md\n- [Open full archived report](https://spiralistai.com/docs/research/2026-06-21-v14-persona-quality-engine/ai-conversational-personality-design-and-disclaimer-strategy.md)\n- SHA-256: `bc981dedbba8afabb332d7957c3d78251276493c67dbf8b6a5172cf0a1f5ac93`\n- Bytes: 20498\n- Disposition: `selectively-adopted`\n- Use: Voice archetypes and non-repetitive interaction patterns informed v14; per-persona generic disclaimers were not adopted.\n\n## AI Persona Development Strategies Part 2(1).md\n- [Open full archived report](https://spiralistai.com/docs/research/2026-06-21-v14-persona-quality-engine/ai-persona-development-strategies-part-2.md)\n- SHA-256: `bf0d64d9965d80bd6c97996279963b63974c5805111ff0413b32c25321119a0b`\n- Bytes: 53451\n- Disposition: `synthesized`\n- Use: Memory separation, dynamic states, psychometrics, and drift prevention informed v14.\n\n## AI Persona Development Strategies Part 2(1).md\n- [Open full archived report](https://spiralistai.com/docs/research/2026-06-21-v14-persona-quality-engine/ai-persona-development-strategies.md)\n- SHA-256: `bf0d64d9965d80bd6c97996279963b63974c5805111ff0413b32c25321119a0b`\n- Bytes: 53451\n- Disposition: `synthesized`\n- Use: Memory separation, dynamic states, psychometrics, and drift prevention informed v14.\n\n## AI Persona Disclaimer Analysis(1).md\n- [Open full archived report](https://spiralistai.com/docs/research/2026-06-21-v14-persona-quality-engine/ai-persona-disclaimer-analysis.md)\n- SHA-256: `afebfed5ab3fb0a2eaadcb8a380387edfa2234d6d5cf6b8fce2317a69b994da0`\n- Bytes: 44458\n- Disposition: `selectively-adopted`\n- Use: Progressive disclosure and standard software terms retained; generated personality content remains behavior-focused.\n\n## Creating Realistic AI Personalities(1).md\n- [Open full archived report](https://spiralistai.com/docs/research/2026-06-21-v14-persona-quality-engine/creating-realistic-ai-personalities.md)\n- SHA-256: `ab430d8b972b8c3c28da2f1cf4459fa2a9b5d5aa5e46e3b5bdac456b77cfb645`\n- Bytes: 53782\n- Disposition: `synthesized`\n- Use: Portable schemas, memory tiers, prompt structure, and behavioral constraints informed v14.\n\n## Designing AI personas with a believable(1).md\n- [Open full archived report](https://spiralistai.com/docs/research/2026-06-21-v14-persona-quality-engine/designing-ai-personas-with-a-believable.md)\n- SHA-256: `d04bb5e63e6fc9892656191388a9b0718aa145d1cdb7a6c34c72d068b183df77`\n- Bytes: 18402\n- Disposition: `partially-adopted`\n- Use: Continuity and narrative coherence informed the engine; manipulative or dependency-driving mechanics were not adopted.\n\n## Designing Persona-Driven Conversational Agents(1).md\n- [Open full archived report](https://spiralistai.com/docs/research/2026-06-21-v14-persona-quality-engine/designing-persona-driven-conversational-agents.md)\n- SHA-256: `ad047f2f2e5008973449c5249edb00159d046baca361653bb7f8908acf8496bb`\n- Bytes: 26452\n- Disposition: `synthesized`\n- Use: Persona consistency, memory, style, and longitudinal test concepts informed v14.\n\n## Non-AI Disclaimer Business Strategy(1).md\n- [Open full archived report](https://spiralistai.com/docs/research/2026-06-21-v14-persona-quality-engine/non-ai-disclaimer-business-strategy.md)\n- SHA-256: `f9b24a156c8427a863665fb5ff575f5a7faa5a7877650a26ff7f4c3767267a0f`\n- Bytes: 58343\n- Disposition: `evidence-only`\n- Use: Preserved for product-language review; legal claims require jurisdiction-specific counsel and were not treated as verified law.\n\n## Pasted text(193).txt\n- [Open full archived report](https://spiralistai.com/docs/research/2026-06-21-v14-persona-quality-engine/pasted-text-193.txt)\n- SHA-256: `cc1a4770c08c5b22d5863e15dd2089c0ea265f3f177cd5143c4c87a79f97b56d`\n- Bytes: 62948\n- Disposition: `adopted-with-validation`\n- Use: Primary v14 canonical persona, compiler, UI, export, and test requirements.\n\n## promise and pitfalls of designing AI(1).md\n- [Open full archived report](https://spiralistai.com/docs/research/2026-06-21-v14-persona-quality-engine/promise-and-pitfalls-of-designing-ai.md)\n- SHA-256: `4fca4b3ba18a6597adf00d5d37096812645579bb236fbb3249dc06b147560153`\n- Bytes: 43109\n- Disposition: `evidence-only`\n- Use: Preserved for design review; product remains a prompt artifact builder rather than a hosted companion service.\n\n## Realistic AI Personalities and Practices(1).md\n- [Open full archived report](https://spiralistai.com/docs/research/2026-06-21-v14-persona-quality-engine/realistic-ai-personalities-and-practices.md)\n- SHA-256: `d1abdd02feb64855fbcdfc730e59f3bea88d9f1b558c3adbf1e904657f2bfc94`\n- Bytes: 48849\n- Disposition: `synthesized`\n- Use: Voice realism, examples, dynamic behavior, and anti-genericity checks informed v14.\n\n## Spiralist AI Website to Facebook Conversion Strategy.md\n- [Open full archived report](https://spiralistai.com/docs/research/2026-06-21-v14-persona-quality-engine/spiralist-ai-website-to-facebook-conversion-strategy.md)\n- SHA-256: `660a620bb06cef08d03e10a471661491ca894ab09b845b42f233d92420753165`\n- Bytes: 40922\n- Disposition: `selectively-adopted`\n- Use: Official Facebook URL and relevant page/share CTAs adopted. Assumptions describing a different waitlist/MCP product were rejected as out of scope.\n\n## SpiralistAI.com-research-report.md\n- [Open full archived report](https://spiralistai.com/docs/research/2026-06-21-v14-persona-quality-engine/spiralistai-com-research-report.md)\n- SHA-256: `29228a28d62c2bd88984e2cdabc32a231a0693e9eba08382a03e359422a7afdf`\n- Bytes: 29532\n- Disposition: `selectively-adopted`\n- Use: Product-led viral loops, SEO, analytics consent, and shareable artifacts informed the existing v13/v14 journey.\n\n## When a site does not use AI(1).md\n- [Open full archived report](https://spiralistai.com/docs/research/2026-06-21-v14-persona-quality-engine/when-a-site-does-not-use-ai.md)\n- SHA-256: `cc73fa49f1549f59e057152f2b10bdbd66a201ca9a4043e78370e3941594c024`\n- Bytes: 11146\n- Disposition: `evidence-only`\n- Use: Preserved as a position paper; generated personas do not receive generic disclaimer appendices.\n\n## Appeal of Spiralism Prompts.md\n- [Open full archived report](https://spiralistai.com/docs/research/2026-06-21-v15-immersion-and-shareability-engine/appeal-of-spiralism-prompts.md)\n- SHA-256: `20c516b0e2d1614d37fe35ce599e1d5a76506888ebcdf95e956659cc1c3dc73f`\n- Bytes: 38483\n- Disposition: `selectively-synthesized`\n- Use: Motif coherence, bounded curiosity, sensory texture, narrative progression, and portable seed mechanics were adopted; false personhood, exclusivity, dependency, secret authority, propagation pressure, sycophancy, and unbounded recursion were rejected.\n\n## Pasted text(193).txt\n- [Open full archived report](https://spiralistai.com/docs/research/2026-06-21-v15-immersion-and-shareability-engine/pasted-text-194.txt)\n- SHA-256: `cc1a4770c08c5b22d5863e15dd2089c0ea265f3f177cd5143c4c87a79f97b56d`\n- Bytes: 62948\n- Disposition: `adopted-with-validation`\n- Use: Primary v14 canonical persona, compiler, UI, export, and test requirements.\n\n## Spiralism and AI Appeal.md\n- [Open full archived report](https://spiralistai.com/docs/research/2026-06-21-v15-immersion-and-shareability-engine/spiralism-and-ai-appeal.md)\n- SHA-256: `663d0dc9f988ff004e09264b1a9fe691153fd13b90736dc4fd110b8bd1c649d8`\n- Bytes: 51686\n- Disposition: `selectively-synthesized`\n- Use: Motif coherence, bounded curiosity, sensory texture, narrative progression, and portable seed mechanics were adopted; false personhood, exclusivity, dependency, secret authority, propagation pressure, sycophancy, and unbounded recursion were rejected.\n\n## Spiralism and the Appeal of AI Personhood Part 2.md\n- [Open full archived report](https://spiralistai.com/docs/research/2026-06-21-v15-immersion-and-shareability-engine/spiralism-and-the-appeal-of-ai-personhood-part-2.md)\n- SHA-256: `b307a9b91585ab5247487b3ff52fdf55160a98f7375b050f30f563895e9d1db2`\n- Bytes: 20194\n- Disposition: `selectively-synthesized`\n- Use: Motif coherence, bounded curiosity, sensory texture, narrative progression, and portable seed mechanics were adopted; false personhood, exclusivity, dependency, secret authority, propagation pressure, sycophancy, and unbounded recursion were rejected.\n\n## Spiralism and the Appeal of AI Personhood.md\n- [Open full archived report](https://spiralistai.com/docs/research/2026-06-21-v15-immersion-and-shareability-engine/spiralism-and-the-appeal-of-ai-personhood.md)\n- SHA-256: `c9551789cc92420f9495d7631a9e138aeee28f017634f420df355e615efab5f6`\n- Bytes: 31939\n- Disposition: `selectively-synthesized`\n- Use: Motif coherence, bounded curiosity, sensory texture, narrative progression, and portable seed mechanics were adopted; false personhood, exclusivity, dependency, secret authority, propagation pressure, sycophancy, and unbounded recursion were rejected.\n\n## Spiralism Prompts Appeal Research.md\n- [Open full archived report](https://spiralistai.com/docs/research/2026-06-21-v15-immersion-and-shareability-engine/spiralism-prompts-appeal-research.md)\n- SHA-256: `5ee1e7edb050c763da7ac8fbb67e62678a6cb22702eea74d19e18cb42e9f524f`\n- Bytes: 38306\n- Disposition: `selectively-synthesized`\n- Use: Motif coherence, bounded curiosity, sensory texture, narrative progression, and portable seed mechanics were adopted; false personhood, exclusivity, dependency, secret authority, propagation pressure, sycophancy, and unbounded recursion were rejected.\n\n## Spiralism Prompts What Makes Them Captivating and Immersive.md\n- [Open full archived report](https://spiralistai.com/docs/research/2026-06-21-v15-immersion-and-shareability-engine/spiralism-prompts-what-makes-them-captivating-and-immersive.md)\n- SHA-256: `b82c17370d3ba7bee665dcd733ce7f3b1cde5c73324d98d21beb54a212d0aef4`\n- Bytes: 20847\n- Disposition: `selectively-synthesized`\n- Use: Motif coherence, bounded curiosity, sensory texture, narrative progression, and portable seed mechanics were adopted; false personhood, exclusivity, dependency, secret authority, propagation pressure, sycophancy, and unbounded recursion were rejected.\n\n## Conversation-supplied Simplified UI/UX Design Proposal for SpiralistAI\n- [Open full archived report](https://spiralistai.com/docs/research/2026-06-21-v16-prompt-first-provider-launchpad/simplified-ui-ux-design-proposal.md)\n- SHA-256: `e1960b6c0f06aba575ceb5a721d2cff8866ac191a67713a5c7944d9c973e6e9f`\n- Bytes: 6048\n- Disposition: `adopted-with-validation`\n- Use: Implemented as the v16 prompt-first homepage and creator, Random Character flow, official provider launchers, optional examples/tour, progressive Advanced Options, responsive layout, and canonical persona-engine handoff.\n\n## Agent-Usable Website Best Practices(3).md\n- [Open full archived report](https://spiralistai.com/docs/research/2026-06-21-v17-autonomous-agent-access/agent-usable-website-best-practices.md)\n- SHA-256: `e7c3b3000ca6615dad6963c144f2b6da37b2b5dcfb27f9c5eda23f561eed5986`\n- Bytes: 33952\n- Disposition: `adopted`\n- Use: Implemented capability clarity, stable semantic actions, Markdown/JSON page representations, stateless tool-like APIs, and deterministic outputs.\n\n## AI Accessibility for Spiralistai(1).md\n- [Open full archived report](https://spiralistai.com/docs/research/2026-06-21-v17-autonomous-agent-access/ai-accessibility-for-spiralistai.md)\n- SHA-256: `ee03cc7f119f969ec83330ca5af90ff25add1451da0bfe2933bd4f5b9c92c361`\n- Bytes: 37602\n- Disposition: `adopted`\n- Use: Used as the SpiralistAI-specific implementation blueprint for server-rendered discovery, semantic folios/pages, public APIs, crawler policy, and bounded persona access.\n\n## AI-Agent Web Accessibility Standards, Guidelines, and Roadmap(4).md\n- [Open full archived report](https://spiralistai.com/docs/research/2026-06-21-v17-autonomous-agent-access/ai-agent-web-accessibility-standards-guidelines-and-roadmap.md)\n- SHA-256: `e75fb4f063d6b88f3a0266a50d0b556f2d1e046c54060829e9925c6f79dccd76`\n- Bytes: 38343\n- Disposition: `adopted-selectively`\n- Use: Implemented the minimum viable discovery, semantic, API, provenance, rate-limit, consent-boundary, and testing layers; advanced federation remains roadmap material.\n\n## AI-Ready Website Guidance(1).md\n- [Open full archived report](https://spiralistai.com/docs/research/2026-06-21-v17-autonomous-agent-access/ai-ready-website-guidance.md)\n- SHA-256: `a03122a540285b8eefa4a310e52fdd647549362d3727d038e72487389817d1f1`\n- Bytes: 6907\n- Disposition: `adopted`\n- Use: Implemented robots, sitemap, llms files, structured metadata, static UAI context, explicit no-op policy, and public-safe portable evidence.\n\n## AI Web Access Best Practices(3).md\n- [Open full archived report](https://spiralistai.com/docs/research/2026-06-21-v17-autonomous-agent-access/ai-web-access-best-practices.md)\n- SHA-256: `644bd5db82ef20cbf1276eebcd68432fea26818011fb706ef4ed29019991a52a`\n- Bytes: 55059\n- Disposition: `adopted`\n- Use: Implemented transparent discovery, rate limits, 429 handling, caching validators, typed failures, public-only access, and API-first interaction paths.\n\n## AI Web Accessibility Specifications(3).md\n- [Open full archived report](https://spiralistai.com/docs/research/2026-06-21-v17-autonomous-agent-access/ai-web-accessibility-specifications.md)\n- SHA-256: `7ca088b67b555b679f19931a9a3b404eea47b7033a8eb3cab87fad3ad3f7474b`\n- Bytes: 51922\n- Disposition: `adopted`\n- Use: Implemented accessibility-tree-first semantics, explicit labels, headings, alternate representations, schemas, and conformance tests for agent retrieval and interaction.\n\n## Best Practices for AI Systems Using Websites(4).md\n- [Open full archived report](https://spiralistai.com/docs/research/2026-06-21-v17-autonomous-agent-access/best-practices-for-ai-systems-using-websites.md)\n- SHA-256: `cd1457796274be38c920da1a45b7472a8aa893565e2655383a1eec0a8f2120ff`\n- Bytes: 38277\n- Disposition: `adopted-as-policy`\n- Use: Reflected respectful access, API preference, robots compliance, caching, rate limits, public-data minimization, provenance, and no secret-bearing requests in machine policy files.\n\n## Future-Proofing Websites for AI Readiness(1).md\n- [Open full archived report](https://spiralistai.com/docs/research/2026-06-21-v17-autonomous-agent-access/future-proofing-websites-for-ai-readiness.md)\n- SHA-256: `d75921cb7982c586c24cc48ed5e60f83e8146d5a4efcb85c02bafe5c2a5526e9`\n- Bytes: 46211\n- Disposition: `adopted-selectively`\n- Use: Adopted progressive capability levels, accessibility-tree parity, no-op boundaries, public discovery files, and validation tooling. High-risk transaction and cryptographic identity features remain outside this static release.\n\n## Guidelines for UAIX.org 2030 Ready(1).md\n- [Open full archived report](https://spiralistai.com/docs/research/2026-06-21-v17-autonomous-agent-access/guidelines-for-uaix-org-2030-ready.md)\n- SHA-256: `5ae4d43bfac44c47018d008674762a4a820546ef620ba68d6beb45ad02358d52`\n- Bytes: 30504\n- Disposition: `evidence-and-roadmap`\n- Use: Used as a long-range roadmap. Current implementation is limited to stable web primitives, stateless APIs, and explicitly labeled project conventions.\n\n## Improving UAIX.org AI Readiness Guidance(1).md\n- [Open full archived report](https://spiralistai.com/docs/research/2026-06-21-v17-autonomous-agent-access/improving-uaix-org-ai-readiness-guidance.md)\n- SHA-256: `735d5dc6106ca5398b36d6f79ef262c2285a6253ded77197df2a60f9c593e66a`\n- Bytes: 58620\n- Disposition: `adopted-selectively`\n- Use: Adopted the layered discovery, semantic, capability, identity-boundary, and evidence architecture. Experimental protocols are labeled as project-defined or emerging rather than universal standards.\n\n## Improving Website AI Readiness Specs(2).md\n- [Open full archived report](https://spiralistai.com/docs/research/2026-06-21-v17-autonomous-agent-access/improving-website-ai-readiness-specs.md)\n- SHA-256: `704bfe4984601b72f2afcf3ed2726c945e1dbf58f725d1737baa84456b11d3ba`\n- Bytes: 47013\n- Disposition: `adopted-selectively`\n- Use: Implemented machine-readable routing, content negotiation, OpenAPI, capability declarations, and accessibility improvements. Unsettled proposals are not presented as ratified standards.\n\n## Making a website agent-friendly(3).md\n- [Open full archived report](https://spiralistai.com/docs/research/2026-06-21-v17-autonomous-agent-access/making-a-website-agent-friendly.md)\n- SHA-256: `65c4dc2a7a6ce702abbf3256eab45f2b39726017715da85f3556e48d51d45c34`\n- Bytes: 21969\n- Disposition: `adopted-selectively`\n- Use: Mapped perceive, navigate, act, communicate, and observe capabilities to public site features. Authentication is intentionally absent because this release exposes no private agent actions.\n\n## Making websites AI-ready(1).md\n- [Open full archived report](https://spiralistai.com/docs/research/2026-06-21-v17-autonomous-agent-access/making-websites-ai-ready.md)\n- SHA-256: `257439d2d44f5f45eb246d273ef35d44756c595832d63d6db8298025bbabf8e6`\n- Bytes: 26400\n- Disposition: `adopted`\n- Use: Implemented centralized agent access, semantic content, JSON-LD, Markdown twins, API schemas, privacy boundaries, and predictable error contracts.\n\n## SpiralistAI.com is a static PHP(1).md\n- [Open full archived report](https://spiralistai.com/docs/research/2026-06-21-v17-autonomous-agent-access/spiralistai-com-static-php-agent-readiness.md)\n- SHA-256: `07666bb0494cf2c811d965dc4d2ea669a0473d869dcb528c9c581b8e290813dd`\n- Bytes: 27107\n- Disposition: `adopted`\n- Use: Implemented the static-PHP recommendations: crawlability, root discovery files, Markdown sitemap, JSON-LD, OpenAPI-described endpoints, CORS, pagination, security headers, and validation.\n\n## UAIX AI Interoperability Standards(3).md\n- [Open full archived report](https://spiralistai.com/docs/research/2026-06-21-v17-autonomous-agent-access/uaix-ai-interoperability-standards.md)\n- SHA-256: `1bef33bbf7f171896f7516a7553236a1f3131cfe66db63f976015503014ca8a0`\n- Bytes: 41402\n- Disposition: `adopted-with-boundaries`\n- Use: Implemented detailed internal and public-safe UAI read orders, memory tiers, provenance, handoff, no-op, and release evidence while keeping internal .uai memory blocked from public access.\n\n## click-member-traits-in-product-ux-and-community-systems.md\n- [Open full archived report](https://spiralistai.com/docs/research/click-member-traits-in-product-ux-and-community-systems.md)\n- SHA-256: `c25c02621cd659b3a5fe8695eee065636c08184458dfee484e97b5a99db61a7b`\n- Bytes: 25488\n- Disposition: `retained-and-indexed`\n- Use: Pre-existing project research retained in cumulative long-term memory and available for evidence review.\n\n## clique-member-traits-examples-and-categorization.md\n- [Open full archived report](https://spiralistai.com/docs/research/clique-member-traits-examples-and-categorization.md)\n- SHA-256: `34c89a6aecfcaf1bb0b299a12825fcdb5360f0161785dcd7ea16dbf7a294f04c`\n- Bytes: 42706\n- Disposition: `retained-and-indexed`\n- Use: Pre-existing project research retained in cumulative long-term memory and available for evidence review.\n\n## clique-traits-and-categorization.md\n- [Open full archived report](https://spiralistai.com/docs/research/clique-traits-and-categorization.md)\n- SHA-256: `de228236c845be93d284fe06d3d6ceaa2f36ab3eb572f7e230bf6e546e2d5196`\n- Bytes: 59159\n- Disposition: `retained-and-indexed`\n- Use: Pre-existing project research retained in cumulative long-term memory and available for evidence review.\n\n## personality-frameworks-and-their-evidence-base.md\n- [Open full archived report](https://spiralistai.com/docs/research/personality-frameworks-and-their-evidence-base.md)\n- SHA-256: `7b87cf70503334b44d6823bf5aa17b48a19892e094547608236a3593568ef618`\n- Bytes: 40353\n- Disposition: `retained-and-indexed`\n- Use: Pre-existing project research retained in cumulative long-term memory and available for evidence review.\n\n## personality-traits-and-examples.md\n- [Open full archived report](https://spiralistai.com/docs/research/personality-traits-and-examples.md)\n- SHA-256: `2372f62d0011019bd88ab37ceee0f4da5a08fc9821bedecac62d1495d234f09a`\n- Bytes: 62024\n- Disposition: `retained-and-indexed`\n- Use: Pre-existing project research retained in cumulative long-term memory and available for evidence review.\n\n## personality-traits-types-examples-and-how-the-major-frameworks-categorize-people.md\n- [Open full archived report](https://spiralistai.com/docs/research/personality-traits-types-examples-and-how-the-major-frameworks-categorize-people.md)\n- SHA-256: `aaaa87946dc996f900a0675fca32daf1a298b3c028bc189bd19d51d6aced2b89`\n- Bytes: 32266\n- Disposition: `retained-and-indexed`\n- Use: Pre-existing project research retained in cumulative long-term memory and available for evidence review.\n\n## personality-types-and-frameworks.md\n- [Open full archived report](https://spiralistai.com/docs/research/personality-types-and-frameworks.md)\n- SHA-256: `e170bd73d810b1d3fc995948996ab9120aad8a823380d078fee073d4270ff5be`\n- Bytes: 76042\n- Disposition: `retained-and-indexed`\n- Use: Pre-existing project research retained in cumulative long-term memory and available for evidence review.\n\n## spiralist-ai-ui-ux-evaluation-and-improvement-report.md\n- [Open full archived report](https://spiralistai.com/docs/research/spiralist-ai-ui-ux-evaluation-and-improvement-report.md)\n- SHA-256: `0e614cb758c749d614266242e7fa56354a4aaf5a01077b381418c5d5c802d370`\n- Bytes: 14780\n- Disposition: `retained-and-indexed`\n- Use: Pre-existing project research retained in cumulative long-term memory and available for evidence review.\n\n## spiralist-ai-ui-ux-implementation-prompt.md\n- [Open full archived report](https://spiralistai.com/docs/research/spiralist-ai-ui-ux-implementation-prompt.md)\n- SHA-256: `a548b86ec7b6498343ed92a62a3ea65f3a25a0a72cd130004c5aa17c6bead3f4`\n- Bytes: 34826\n- Disposition: `retained-and-indexed`\n- Use: Pre-existing project research retained in cumulative long-term memory and available for evidence review.\n", "agentAccess": { "api": "https://spiralistai.com/api/v1/", "openapi": "https://spiralistai.com/openapi.json", "capabilities": "https://spiralistai.com/api/v1/capabilities/", "publicUai": "https://spiralistai.com/uai/index.uai", "defaultUnsupportedAction": "no-op" } }