Brainstorm OS

v0.5.0c · speed patch · lightweight pages

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Create a landing page index for all AFO public/member/white-label pages and extend Brainstorm OS with R2 asset storage plus vector search for long-term searchable memory.

Create a landing page index for all AFO public/member/white-label pages and extend Brainstorm OS with R2 asset storage plus vector search for long-term searchable memory.

afo-site-organization · approved · 2026-05-30T03:38:50.465Z

#landing-page-index#membership#paywall#white-label#brainstorm#r2#vectorize#tool-index#website-organization
Preview
Prompt:
OK, all this stuff is great now I feel like I need to do a few things just to keep order for the website. I have all these MCP tools. I have all of these different tools that I made that are visible on the website that could be used in ChatGPT. What I wanna do is I wanna make sur

Response:
Plan: build an AFO Landing Page Index / Site Catalog that lists every public landing page, sample/demo page, MCP app page, review board, brainstorm page, control center page, and future paywalled backend surface. Use it to separate public marketing/sample pages from member-only backend pages. Add fields for title, URL, product/tool, audience, visibility, pay
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Define an automated MCP Migration Engine that indexes tools, batches schema upgrades, tests vNext connectors, verifies ChatGPT badges, and promotes or rolls back migrations on a recurring schedule.

Define an automated MCP Migration Engine that indexes tools, batches schema upgrades, tests vNext connectors, verifies ChatGPT badges, and promotes or rolls back migrations on a recurring schedule.

mcp-migration-protocol · approved · 2026-05-30T03:38:37.328Z

#mcp#migration-engine#batch-migration#schema-hygiene#tool-index#ci-cd#health-checks#badge-verification#agent-connector
Preview
Prompt:
I agree should be pretty simple migrate these tools but we need to come up with some sort of automated layer that does this the index to a immigration tool that can do five or 10 or 20 whatever tools at once tools can just be upgraded and batches so we can do five tools at once C

Response:
The best migration strategy is to build a batch MCP Migration Engine: Tool Index → Migration Planner → Batch Builder → Test Connector → Health/Schema Audit → Badge Verification → Promote or Roll Back. Each tool should be indexed with tool_name, mcp_endpoint, worker_name, risk_class, current_schema_quality, current_badges, last_tested_at, error_rate, migratio
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AFO Tool Index MCP v0.1.0 was built and deployed as a searchable registry mapping ChatGPT apps, MCP namespaces, Cloudflare Workers, endpoints, tools, badges, and migration status so future MCP migrations can be planned without guessing.

AFO Tool Index MCP v0.1.0 was built and deployed as a searchable registry mapping ChatGPT apps, MCP namespaces, Cloudflare Workers, endpoints, tools, badges, and migration status so future MCP migrations can be planned without guessing.

afo-tool-index-mcp · approved · 2026-05-30T03:38:22.358Z

#afo-tool-index#mcp#tool-registry#searchable-index#cloudflare-workers#chatgpt-apps#migration-agent#tool-migration#cf-multipart#d1
Preview
Prompt:
Push to brainstorm

Response:
Built and deployed AFO Tool Index MCP v0.1.0 as the missing searchable operational layer for the MCP migration system. The problem identified was that ChatGPT app display names, MCP namespaces, Cloudflare Worker script names, endpoint URLs, tool schemas, badge states, and migration status were not centrally searchable, causing friction when trying to migrate
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First real end-to-end MCP migration run-through succeeded: Tool Index inspected Message-OS v02, Migration-Agent created/tested/speced the 5-tool vNext batch, Cf-multipart deployed a parallel vNext Worker, and the new ChatGPT connector successfully ran migrated tools.

First real end-to-end MCP migration run-through succeeded: Tool Index inspected Message-OS v02, Migration-Agent created/tested/speced the 5-tool vNext batch, Cf-multipart deployed a parallel vNext Worker, and the new ChatGPT connector successfully ran migrated tools.

mcp-migration-engine · approved · 2026-05-30T03:38:15.328Z

#mcp-migration#message-os-v02#tool-index#migration-agent#cf-multipart#vnext#test-connector#cloudflare#d1#chatgpt-connector-schema
Preview
Prompt:
Push to brainstorm

Response:
Completed the first real end-to-end MCP migration run-through using low-risk old Message-OS tooling. Built and used AFO Tool Index to inventory all 104 Cloudflare Workers, inspect message-os-v02-mcp without connecting it as a ChatGPT app, and discover 13 source tools from https://message-os-v02-mcp.agentfeedoptimization.com/mcp. Selected five read-oriented t
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AFO client website-builder pipeline captured: use parsing, article, formatting, publishing, Catalog, and QA tools to create simple landing-page websites with article pages on client preview subdomains.

AFO client website-builder pipeline captured: use parsing, article, formatting, publishing, Catalog, and QA tools to create simple landing-page websites with article pages on client preview subdomains.

afo-business-deployment · approved · 2026-05-30T03:38:00.203Z

#client-websites#website-builder#landing-pages#article-tools#formatting-tools#parsing-tools#afo-catalog#tool-index#subdomain-previews#qa
Preview
Prompt:
Push to brainstorm

Response:
Documented the client website-builder pipeline. AFO Catalog is live and usable as the page/product registry: worker afo-site-catalog-mcp v0.2.0, page index at https://catalog.agentfeedoptimization.com/pages, with tools site_catalog_status, list_site_pages, search_site_pages, upsert_site_page, audit_site_pages, and list_catalog_audits. The catalog currently i
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