vc.doomscore/doom

up checked 2026-11-11T09:39:05.947Z

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Publisher-provided description

Obsolescence-risk screening: predicts if a product gets absorbed into core LLM-platform features.

Summary by lookupd

Screens a product for obsolescence risk, predicting whether core LLM platform features will absorb it, with async assessments and outcome…

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http doom https://mcp.doomscore.vc

Codex, remote (streamable-http)

codex mcp add doom --url https://mcp.doomscore.vc

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "doom": {
      "url": "https://mcp.doomscore.vc"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Tools (11 tools)

Publisher-provided text

• doom_prep Prep Gate. Validates config + confirms the roadmap-signals KB is within the staleness threshold. Fails closed if stale. Call before assess_product.
• assess_product Assess one product's obsolescence risk. Provide exactly ONE of description/url/pitch_company_id/deck_text. Async — returns job_id; poll get_assessment. Defaults
• get_assessment Poll an assessment job_id. Returns status + the typed assessment when complete. Hard timeout — never hangs on pending.
• list_assessments Recent assessments, filterable by verdict.
• overview Inspectable State. No input. Counts, recent activity, roadmap-signal freshness, health, last calibration run.
• record_outcome Outcome-feedback (learning loop). Record what ACTUALLY happened to a previously-assessed product as a labeled calibration case; the weekly recalibration folds i
• list_signal_candidates KB-refresh review queue. List auto-scraped candidate roadmap signals (default: pending). Operator-only. Approve/reject with review_signal_candidate; the weekly
• review_signal_candidate Approve or reject a KB-refresh candidate signal. Operator-only. Approved candidates are signed (Ed25519) into the live roadmap_signals KB by the next refresh ru
• list_kb_signals List the active (signed, grounding) roadmap signals with their ids — use to find a signal_id to retire. Operator-only.
• retire_signal UNLEARN a KB signal that became false/obsolete (e.g. a rumored feature cancelled, or a signal no longer predictive). Soft-deletes it (active=false) so it stops
• supersede_calibration_case UNLEARN a calibration case whose label turned out wrong or obsolete — retires it (active=false) so the recalibration gate stops scoring it. To correct, retire t

Details

• Version: 0.1.0
• Transports: streamable-http
• Uptime (7 days): 100%
• Median latency: 313 ms
• First indexed: 2026-11-01T10:09:36.073Z
• Last seen in registry: 2026-11-01T10:09:36.073Z
• Repository: https://github.com/capitalthought/doom
• Website: https://doomscore.vc

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