Platform Analysis
Executive summary and raw artifact datasets generated from analyzing the global capability catalog and repository components.
Platform Component Inventory Summary
Repositories scanned: 207 Component records: 27899 Duplicate groups: 1550 Shared library candidates: 3547 AI scaffold opportunities: 198
Executive findings
Repeated components justify shared packages
Priority: high
173 high-priority shared package candidates were found across UI, backend, logic, process, automation, style, AI, and platform categories.
Recommended action: Create shared packages for UI, frontend, backend, logic, process, automation, style, AI, discovery, observability, security, and integrations.
Evidence: @platphorm/process:readme, @platphorm/observability:package, @platphorm/ui:button, @platphorm/logic:utils, @platphorm/ui:card, @platphorm/backend:route, @platphorm/frontend:theme-provider, @platphorm/ui:input, @platphorm/ui:badge, @platphorm/ui:select, @platphorm/ui:label, @platphorm/ui:textarea, @platphorm/ui:tooltip, @platphorm/ui:dropdown-menu, @platphorm/ui:tabs, @platphorm/ui:separator, @platphorm/ui:alert, @platphorm/ui:toast, @platphorm/ui:sheet, @platphorm/ui:skeleton
Logic components should be extracted separately from UI and backend
Priority: high
2771 logic components were identified. These include validators, parsers, transformers, stores, scoring functions, schemas, and domain utilities.
Recommended action: Create @platphorm/logic and move repeatable pure or near-pure functions there before extracting larger backend or frontend modules.
Evidence: logic category inventory
Process components are reusable operational assets
Priority: medium
2167 process components were identified, including docs, specs, runbooks, plans, checklists, and operational guides.
Recommended action: Create @platphorm/process or a process catalog for repeatable SOPs, runbooks, checklists, migration plans, deployment guides, and acceptance criteria.
Evidence: process category inventory
Automation components can become reusable delivery infrastructure
Priority: high
2187 automation components were identified, including scripts, GitHub workflows, Docker files, deployment configs, and cron-related assets.
Recommended action: Create @platphorm/automation for reusable workflow templates, script patterns, deployment jobs, validation jobs, and operational automations.
Evidence: automation category inventory
AI scaffolding opportunities exist across active feature surfaces
Priority: high
17 repositories have high-priority AI scaffold opportunities where AI could improve productivity, triage, summarization, search, or workflow guidance.
Recommended action: Create @platphorm/ai with provider-neutral adapters, prompt templates, eval fixtures, redaction, trace-linked spans, and degraded states.
Evidence: ph3ar__newdittyswag-commerce, ph3ar__DeskThing-FortuneCookie, mbarbine__tiktok-clone, mbarbine__starphone-fork-webby, mbarbine__scratchcraft, mbarbine__robot-clothing-marketplace, mbarbine__platphorm-news-alt-theme, mbarbine__multiplayer-puzzle-game, mbarbine__microwave-sticker-webby, mbarbine__mermaid-community-platform, mbarbine__global-anti-globalist-club-webby, mbarbine__gamer, mbarbine__front-runners-webby, mbarbine__evernote-js, mbarbine__drone-reel-webby, mbarbine__dogstar-cybernetics-webby, mbarbine__FlaskFlow-www
Duplicate components create extraction opportunities
Priority: high
1550 duplicate groups were identified across repositories.
Recommended action: Prioritize duplicate groups with the highest repo counts, then extract stable canonical versions into shared packages.
Evidence: readme, page, layout, globals, pnpm-lock, package, button, utils, card, route, theme-provider, input, badge, select, label, textarea, tooltip, dropdown-menu, tabs, sidebar
Component inventory is now AI-readable and manager-readable
Priority: medium
The scan found 27899 component records across 207 repositories.
Recommended action: Use the generated CSVs for spreadsheet review and the JSON/Markdown outputs for AI analysis and agent prompts.
Evidence: inventory.csv, inventory.json, executive-summary.md
Primary component categories
- backend: 5454
- ui: 5289
- frontend: 4731
- logic: 2771
- automation: 2187
- process: 2167
- observability: 2162
- style: 1520
- security: 859
- ai: 429
- integration: 244
- discovery: 86
Top component kinds
- ui-primitive: 5367
- api-route: 3653
- feature-ui: 2558
- observability-module: 2146
- business-logic: 2048
- process-document: 2032
- backend-module: 1615
- page: 1403
- script: 1332
- stylesheet: 1329
- security-module: 803
- automation-config: 589
- frontend-feature: 375
- utility: 302
- schema-validation: 242
- layout: 230
- integration-module: 176
- ui-provider: 166
- ai-integration: 155
- agent: 150
- design-token: 150
- deployment-automation: 92
- container-automation: 90
- state-store: 82
- middleware: 70
- roadmap: 63
- discovery-artifact: 59
- specification: 56
- mcp: 52
- parser: 47
Top capabilities
- observability: 11759
- auth-and-keys: 2740
- ai: 2225
- editor: 1751
- general: 1651
- commerce: 1133
- discovery: 1100
- analytics: 950
- testing: 845
- seo-and-metadata: 653
- workflow: 600
- shipping: 550
- mcp: 492
- design-system: 379
- logic: 294
- i18n: 289
- security: 150
- deployment: 111
- game: 100
- media: 87
- finance: 26
- process: 14
Highest priority shared package candidates
- readme →
@platphorm/process(process/process-document, 165 repos, priority: high) - package →
@platphorm/observability(observability/observability-module, 138 repos, priority: high) - button →
@platphorm/ui(ui/ui-primitive, 136 repos, priority: high) - utils →
@platphorm/logic(logic/utility, 135 repos, priority: high) - card →
@platphorm/ui(ui/ui-primitive, 126 repos, priority: high) - route →
@platphorm/backend(backend/api-route, 125 repos, priority: high) - theme-provider →
@platphorm/frontend(frontend/ui-provider, 124 repos, priority: high) - input →
@platphorm/ui(ui/ui-primitive, 120 repos, priority: high) - badge →
@platphorm/ui(ui/ui-primitive, 115 repos, priority: high) - select →
@platphorm/ui(ui/ui-primitive, 103 repos, priority: high) - label →
@platphorm/ui(ui/ui-primitive, 103 repos, priority: high) - textarea →
@platphorm/ui(ui/ui-primitive, 103 repos, priority: high) - tooltip →
@platphorm/ui(ui/ui-primitive, 101 repos, priority: high) - dropdown-menu →
@platphorm/ui(ui/ui-primitive, 96 repos, priority: high) - tabs →
@platphorm/ui(ui/ui-primitive, 95 repos, priority: high) - separator →
@platphorm/ui(ui/ui-primitive, 94 repos, priority: high) - alert →
@platphorm/ui(ui/ui-primitive, 92 repos, priority: high) - toast →
@platphorm/ui(ui/ui-primitive, 92 repos, priority: high) - sheet →
@platphorm/ui(ui/ui-primitive, 92 repos, priority: high) - skeleton →
@platphorm/ui(ui/ui-primitive, 91 repos, priority: high) - dialog →
@platphorm/ui(ui/ui-primitive, 90 repos, priority: high) - avatar →
@platphorm/ui(ui/ui-primitive, 88 repos, priority: high) - progress →
@platphorm/ui(ui/ui-primitive, 87 repos, priority: high) - switch →
@platphorm/ui(ui/ui-primitive, 87 repos, priority: high) - table →
@platphorm/ui(ui/ui-primitive, 87 repos, priority: high) - accordion →
@platphorm/ui(ui/ui-primitive, 86 repos, priority: high) - checkbox →
@platphorm/ui(ui/ui-primitive, 86 repos, priority: high) - slider →
@platphorm/ui(ui/ui-primitive, 85 repos, priority: high) - toaster →
@platphorm/ui(ui/ui-primitive, 85 repos, priority: high) - chart →
@platphorm/ui(ui/ui-primitive, 84 repos, priority: high) - breadcrumb →
@platphorm/ui(ui/ui-primitive, 84 repos, priority: high) - alert-dialog →
@platphorm/ui(ui/ui-primitive, 84 repos, priority: high) - popover →
@platphorm/ui(ui/ui-primitive, 83 repos, priority: high) - carousel →
@platphorm/ui(ui/ui-primitive, 83 repos, priority: high) - scroll-area →
@platphorm/ui(ui/ui-primitive, 82 repos, priority: high) - sonner →
@platphorm/ui(ui/ui-primitive, 82 repos, priority: high) - navigation-menu →
@platphorm/ui(ui/ui-primitive, 81 repos, priority: high) - radio-group →
@platphorm/ui(ui/ui-primitive, 81 repos, priority: high) - toggle →
@platphorm/ui(ui/ui-primitive, 81 repos, priority: high) - form →
@platphorm/ui(ui/ui-primitive, 81 repos, priority: high) - calendar →
@platphorm/ui(ui/ui-primitive, 80 repos, priority: high) - aspect-ratio →
@platphorm/ui(ui/ui-primitive, 80 repos, priority: high) - pagination →
@platphorm/ui(ui/ui-primitive, 80 repos, priority: high) - input-otp →
@platphorm/ui(ui/ui-primitive, 80 repos, priority: high) - hover-card →
@platphorm/ui(ui/ui-primitive, 80 repos, priority: high) - resizable →
@platphorm/ui(ui/ui-primitive, 80 repos, priority: high) - drawer →
@platphorm/ui(ui/ui-primitive, 80 repos, priority: high) - command →
@platphorm/ui(ui/ui-primitive, 80 repos, priority: high) - toggle-group →
@platphorm/ui(ui/ui-primitive, 80 repos, priority: high) - menubar →
@platphorm/ui(ui/ui-primitive, 80 repos, priority: high)
AI scaffold opportunities
- ph3ar__newdittyswag-commerce (high): AI assisted editing, outline generation, summarization, and transformation; AI automation planner, script explanation, runbook synthesis, and approval flow generation; AI generated insights, anomaly detection, summaries, and next actions; AI log triage, clustering, summaries, and incident narratives; AI process assistant for checklists, SOPs, runbooks, and operational handoffs
- ph3ar__DeskThing-FortuneCookie (high): AI assisted editing, outline generation, summarization, and transformation; AI automation planner, script explanation, runbook synthesis, and approval flow generation; AI log triage, clustering, summaries, and incident narratives; AI process assistant for checklists, SOPs, runbooks, and operational handoffs; Security signal explanation, trust scoring, bot analysis, and anomaly detection
- mbarbine__tiktok-clone (high): AI assisted editing, outline generation, summarization, and transformation; AI automation planner, script explanation, runbook synthesis, and approval flow generation; AI generated insights, anomaly detection, summaries, and next actions; AI log triage, clustering, summaries, and incident narratives; AI process assistant for checklists, SOPs, runbooks, and operational handoffs
- mbarbine__starphone-fork-webby (high): AI assisted editing, outline generation, summarization, and transformation; AI automation planner, script explanation, runbook synthesis, and approval flow generation; AI generated insights, anomaly detection, summaries, and next actions; AI log triage, clustering, summaries, and incident narratives; AI process assistant for checklists, SOPs, runbooks, and operational handoffs
- mbarbine__scratchcraft (high): AI assisted editing, outline generation, summarization, and transformation; AI automation planner, script explanation, runbook synthesis, and approval flow generation; AI generated insights, anomaly detection, summaries, and next actions; AI log triage, clustering, summaries, and incident narratives; AI process assistant for checklists, SOPs, runbooks, and operational handoffs
- mbarbine__robot-clothing-marketplace (high): AI assisted editing, outline generation, summarization, and transformation; AI automation planner, script explanation, runbook synthesis, and approval flow generation; AI generated insights, anomaly detection, summaries, and next actions; AI log triage, clustering, summaries, and incident narratives; AI process assistant for checklists, SOPs, runbooks, and operational handoffs
- mbarbine__platphorm-news-alt-theme (high): AI assisted editing, outline generation, summarization, and transformation; AI automation planner, script explanation, runbook synthesis, and approval flow generation; AI generated insights, anomaly detection, summaries, and next actions; AI log triage, clustering, summaries, and incident narratives; AI process assistant for checklists, SOPs, runbooks, and operational handoffs
- mbarbine__multiplayer-puzzle-game (high): AI assisted editing, outline generation, summarization, and transformation; AI automation planner, script explanation, runbook synthesis, and approval flow generation; AI generated insights, anomaly detection, summaries, and next actions; AI log triage, clustering, summaries, and incident narratives; AI process assistant for checklists, SOPs, runbooks, and operational handoffs
- mbarbine__microwave-sticker-webby (high): AI assisted editing, outline generation, summarization, and transformation; AI automation planner, script explanation, runbook synthesis, and approval flow generation; AI generated insights, anomaly detection, summaries, and next actions; AI log triage, clustering, summaries, and incident narratives; AI process assistant for checklists, SOPs, runbooks, and operational handoffs
- mbarbine__mermaid-community-platform (high): AI assisted editing, outline generation, summarization, and transformation; AI automation planner, script explanation, runbook synthesis, and approval flow generation; AI generated insights, anomaly detection, summaries, and next actions; AI log triage, clustering, summaries, and incident narratives; AI process assistant for checklists, SOPs, runbooks, and operational handoffs
- mbarbine__global-anti-globalist-club-webby (high): AI assisted editing, outline generation, summarization, and transformation; AI automation planner, script explanation, runbook synthesis, and approval flow generation; AI documentation Q&A, summarization, indexing, and change explanation; AI generated insights, anomaly detection, summaries, and next actions; AI log triage, clustering, summaries, and incident narratives
- mbarbine__gamer (high): AI assisted editing, outline generation, summarization, and transformation; AI automation planner, script explanation, runbook synthesis, and approval flow generation; AI generated insights, anomaly detection, summaries, and next actions; AI log triage, clustering, summaries, and incident narratives; AI process assistant for checklists, SOPs, runbooks, and operational handoffs
- mbarbine__front-runners-webby (high): AI assisted editing, outline generation, summarization, and transformation; AI automation planner, script explanation, runbook synthesis, and approval flow generation; AI documentation Q&A, summarization, indexing, and change explanation; AI generated insights, anomaly detection, summaries, and next actions; AI log triage, clustering, summaries, and incident narratives
- mbarbine__evernote-js (high): AI log triage, clustering, summaries, and incident narratives; AI process assistant for checklists, SOPs, runbooks, and operational handoffs; Security signal explanation, trust scoring, bot analysis, and anomaly detection; Semantic search, query expansion, ranking, and recommendations
- mbarbine__drone-reel-webby (high): AI assisted editing, outline generation, summarization, and transformation; AI automation planner, script explanation, runbook synthesis, and approval flow generation; AI documentation Q&A, summarization, indexing, and change explanation; AI generated insights, anomaly detection, summaries, and next actions; AI log triage, clustering, summaries, and incident narratives
- mbarbine__dogstar-cybernetics-webby (high): AI assisted editing, outline generation, summarization, and transformation; AI automation planner, script explanation, runbook synthesis, and approval flow generation; AI generated insights, anomaly detection, summaries, and next actions; AI log triage, clustering, summaries, and incident narratives; AI process assistant for checklists, SOPs, runbooks, and operational handoffs
- mbarbine__FlaskFlow-www (high): AI assisted editing, outline generation, summarization, and transformation; AI automation planner, script explanation, runbook synthesis, and approval flow generation; AI log triage, clustering, summaries, and incident narratives; AI process assistant for checklists, SOPs, runbooks, and operational handoffs; Security signal explanation, trust scoring, bot analysis, and anomaly detection
- process-co__npm-element-types (enhance-existing): AI automation planner, script explanation, runbook synthesis, and approval flow generation; AI log triage, clustering, summaries, and incident narratives; AI process assistant for checklists, SOPs, runbooks, and operational handoffs; Security signal explanation, trust scoring, bot analysis, and anomaly detection; Shipment exception analysis, rate explanation, and workflow recommendations
- process-co__npm-element-dev-server (enhance-existing): AI automation planner, script explanation, runbook synthesis, and approval flow generation; AI log triage, clustering, summaries, and incident narratives; AI process assistant for checklists, SOPs, runbooks, and operational handoffs; Security signal explanation, trust scoring, bot analysis, and anomaly detection
- process-co__json-graph (enhance-existing): AI assisted editing, outline generation, summarization, and transformation; AI automation planner, script explanation, runbook synthesis, and approval flow generation; AI generated insights, anomaly detection, summaries, and next actions; AI log triage, clustering, summaries, and incident narratives; AI process assistant for checklists, SOPs, runbooks, and operational handoffs
- ph3ar__www_js_terminal (enhance-existing): AI automation planner, script explanation, runbook synthesis, and approval flow generation; AI generated insights, anomaly detection, summaries, and next actions; AI process assistant for checklists, SOPs, runbooks, and operational handoffs; Security signal explanation, trust scoring, bot analysis, and anomaly detection
- ph3ar__stripe-subscription-starter (enhance-existing): AI assisted editing, outline generation, summarization, and transformation; AI automation planner, script explanation, runbook synthesis, and approval flow generation; AI generated insights, anomaly detection, summaries, and next actions; AI log triage, clustering, summaries, and incident narratives; AI process assistant for checklists, SOPs, runbooks, and operational handoffs
- ph3ar__renegade-bbs-docker (enhance-existing): AI automation planner, script explanation, runbook synthesis, and approval flow generation; AI process assistant for checklists, SOPs, runbooks, and operational handoffs; Shipment exception analysis, rate explanation, and workflow recommendations
- ph3ar__radio-backend (enhance-existing): AI assisted editing, outline generation, summarization, and transformation; AI automation planner, script explanation, runbook synthesis, and approval flow generation; AI documentation Q&A, summarization, indexing, and change explanation; AI generated insights, anomaly detection, summaries, and next actions; AI log triage, clustering, summaries, and incident narratives
- ph3ar__platphorm-admin-dashboard (enhance-existing): AI assisted editing, outline generation, summarization, and transformation; AI automation planner, script explanation, runbook synthesis, and approval flow generation; AI generated insights, anomaly detection, summaries, and next actions; AI log triage, clustering, summaries, and incident narratives; AI process assistant for checklists, SOPs, runbooks, and operational handoffs
- ph3ar__ph3ar_radio_backend (enhance-existing): AI assisted editing, outline generation, summarization, and transformation; AI automation planner, script explanation, runbook synthesis, and approval flow generation; AI generated insights, anomaly detection, summaries, and next actions; AI log triage, clustering, summaries, and incident narratives; AI process assistant for checklists, SOPs, runbooks, and operational handoffs
- ph3ar__ph3ar-docs-enhanced-labs (enhance-existing): AI assisted editing, outline generation, summarization, and transformation; AI automation planner, script explanation, runbook synthesis, and approval flow generation; AI documentation Q&A, summarization, indexing, and change explanation; AI generated insights, anomaly detection, summaries, and next actions; AI log triage, clustering, summaries, and incident narratives
- ph3ar__mailthing-webby (enhance-existing): AI assisted editing, outline generation, summarization, and transformation; AI automation planner, script explanation, runbook synthesis, and approval flow generation; AI generated insights, anomaly detection, summaries, and next actions; AI log triage, clustering, summaries, and incident narratives; AI process assistant for checklists, SOPs, runbooks, and operational handoffs
- ph3ar__js_mongo_app_boilerplate (enhance-existing): AI assisted editing, outline generation, summarization, and transformation; AI automation planner, script explanation, runbook synthesis, and approval flow generation; AI log triage, clustering, summaries, and incident narratives; AI process assistant for checklists, SOPs, runbooks, and operational handoffs; Security signal explanation, trust scoring, bot analysis, and anomaly detection
- ph3ar__hope-auto-checkin (enhance-existing): AI automation planner, script explanation, runbook synthesis, and approval flow generation; AI process assistant for checklists, SOPs, runbooks, and operational handoffs; Security signal explanation, trust scoring, bot analysis, and anomaly detection
- mbarbine__zornixOS (enhance-existing): AI assisted editing, outline generation, summarization, and transformation; AI automation planner, script explanation, runbook synthesis, and approval flow generation; AI generated insights, anomaly detection, summaries, and next actions; AI log triage, clustering, summaries, and incident narratives; AI process assistant for checklists, SOPs, runbooks, and operational handoffs
- mbarbine__xsociety (enhance-existing): AI assisted editing, outline generation, summarization, and transformation; AI assisted writing, cleanup, conversion, summarization, and validation; AI automation planner, script explanation, runbook synthesis, and approval flow generation; AI generated insights, anomaly detection, summaries, and next actions; AI log triage, clustering, summaries, and incident narratives
- mbarbine__www-demo-biofeedback-app-development (enhance-existing): AI assisted editing, outline generation, summarization, and transformation; AI automation planner, script explanation, runbook synthesis, and approval flow generation; AI generated insights, anomaly detection, summaries, and next actions; AI log triage, clustering, summaries, and incident narratives; AI process assistant for checklists, SOPs, runbooks, and operational handoffs
- mbarbine__wildduck (enhance-existing): AI automation planner, script explanation, runbook synthesis, and approval flow generation; AI documentation Q&A, summarization, indexing, and change explanation; AI log triage, clustering, summaries, and incident narratives; AI process assistant for checklists, SOPs, runbooks, and operational handoffs; Security signal explanation, trust scoring, bot analysis, and anomaly detection
- mbarbine__vanlife-website (enhance-existing): AI assisted editing, outline generation, summarization, and transformation; AI automation planner, script explanation, runbook synthesis, and approval flow generation; AI documentation Q&A, summarization, indexing, and change explanation; AI generated insights, anomaly detection, summaries, and next actions; AI log triage, clustering, summaries, and incident narratives
- mbarbine__vanagon-website (enhance-existing): AI assisted editing, outline generation, summarization, and transformation; AI automation planner, script explanation, runbook synthesis, and approval flow generation; AI generated insights, anomaly detection, summaries, and next actions; AI log triage, clustering, summaries, and incident narratives; AI process assistant for checklists, SOPs, runbooks, and operational handoffs
- mbarbine__vanagain-site (enhance-existing): AI assisted editing, outline generation, summarization, and transformation; AI assisted writing, cleanup, conversion, summarization, and validation; AI automation planner, script explanation, runbook synthesis, and approval flow generation; AI generated insights, anomaly detection, summaries, and next actions; AI log triage, clustering, summaries, and incident narratives
- mbarbine__vanagain-dot-com-prod (enhance-existing): AI assisted editing, outline generation, summarization, and transformation; AI automation planner, script explanation, runbook synthesis, and approval flow generation; AI documentation Q&A, summarization, indexing, and change explanation; AI generated insights, anomaly detection, summaries, and next actions; AI log triage, clustering, summaries, and incident narratives
- mbarbine__vanagain-2025 (enhance-existing): AI assisted editing, outline generation, summarization, and transformation; AI automation planner, script explanation, runbook synthesis, and approval flow generation; AI generated insights, anomaly detection, summaries, and next actions; AI log triage, clustering, summaries, and incident narratives; AI process assistant for checklists, SOPs, runbooks, and operational handoffs
- mbarbine__v0-2025-year-in-review (enhance-existing): AI assisted editing, outline generation, summarization, and transformation; AI automation planner, script explanation, runbook synthesis, and approval flow generation; AI generated insights, anomaly detection, summaries, and next actions; AI log triage, clustering, summaries, and incident narratives; AI process assistant for checklists, SOPs, runbooks, and operational handoffs
Largest repositories by inventory count
- mbarbine__Scripts: 4770
- mbarbine__vanagain-site: 957
- mbarbine__platphorm-podcasts: 828
- mbarbine__vanagain-dot-com-prod: 544
- mbarbine__xsociety: 499
- mbarbine__ja4mlab: 405
- mbarbine__platphorm-insights: 399
- mbarbine__platphorm-opencontent: 349
- mbarbine__platphorm-trace: 347
- mbarbine__platphorm-mcp: 339
- mbarbine__platphorm-quake: 303
- mbarbine__zornixOS: 302
- mbarbine__platphorm-vercel-atlas: 274
- mbarbine__platphorm-opendocs: 271
- mbarbine__platphorm-openclaw: 269
- mbarbine__platphorm-jules: 264
- mbarbine__process-clone: 254
- mbarbine__platphorm-desa: 251
- mbarbine__platphorm-monitor: 251
- mbarbine__platphorm-bbs: 248
- mbarbine__calendar-app-webby: 247
- mbarbine__platphorm-content-showback-dashboard: 235
- mbarbine__platphorm-kanban: 227
- mbarbine__platphorm-codex: 226
- mbarbine__platphorm-spec-workbench: 226
- mbarbine__platphorm-shipments: 225
- mbarbine__platphorm-layout: 218
- mbarbine__platphorm-polymaths: 218
- mbarbine__onboard-platphorm-boilerplate-repo: 213
- mbarbine__desert-bus: 212
Artifact Datasets
Raw data outputs available for programmatic consumption.