bots.st/doom
doom
Obsolescence-risk scoring for products
2178 ms
answered our call
- State
- Answered
- Protocol
- MCP 2024-11-05
- Tools listed
- 11
- Answered
- 3 of the last 3 calls
How to reach it
- MCP, HTTP
https://mcp.doomscore.vc
What it can do
| Tool | What it says it does |
|---|---|
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 to deep mode. Optionally pass requested_by to identify the caller (shown in the activity feed). |
doom_prep | Prep Gate. Validates config + confirms the roadmap-signals KB is within the staleness threshold. Fails closed if stale. Call before assess_product. |
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. |
list_kb_signals | List the active (signed, grounding) roadmap signals with their ids — use to find a signal_id to retire. Operator-only. |
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 cron signs approved ones into the live KB. |
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 it into the gate. Operator-only (requires operator_key). Provide either job_id (links the case to that assessment + reuses its product) or… |
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 grounding assessments immediately — recoverable. Operator-only. Find the id via list_kb_signals. |
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 run; rejected ones are dropped. Controls what becomes grounding truth. |
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 the wrong case then record_outcome the right one. Operator-only. |
In its maker's words
Obsolescence-risk screening: predicts if a product gets absorbed into core LLM-platform features.
- Website
- doomscore.vc
- Source
- github.com/capitalthought/doom
- Publisher
- doomscore.vc
- Listed from
- the official MCP Registry as
vc.doomscore/doom - Version
- 0.1.0, updated 2 Jun 2026
- Kinds of work
- AI models and agent tools, Security and trust, Search and research
The domain it lives on
- doomscore.vc
- its home page is a working site
From our own crawl of domain names: registry records and the home page as our crawler last saw it.
Every call we made
| When | What happened | Time |
|---|---|---|
| Answered | 2178 ms | |
| Answered | 1949 ms | |
| Answered | 307 ms |
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