# llms-full.txt - Extended AI Language Model Context for CMD+RVL
# Last Updated: 2026-01-26
# https://cmdrvl.com/llms-full.txt
#
# This file provides comprehensive context for AI agents that need detailed information.
# For a concise overview, see /llms.txt

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COMPANY OVERVIEW
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CMD+RVL delivers Verified Outcomes—named results with evidence, methodology, and
validation built in. We serve investment and risk teams at hedge funds, asset
managers, credit and structured finance firms, and enterprise analytics platforms.

Website: https://cmdrvl.com
Contact: https://cmdrvl.com/contact/
Industry: Market Outcomes & Assurance Platform

Core Value Proposition:
- Not just data—verified outcomes with SLAs
- Not just alerts—state transitions with evidence
- Not just monitoring—a reference system you can compare against

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GLOSSARY OF TERMS
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Verified Outcome
  A named result delivered on a schedule or trigger, with sufficient evidence,
  methodology, and reference execution to reproduce, validate, and defend it
  over time.

Reference System
  A parallel execution maintained by CMD+RVL that clients can compare against
  to detect drift in their internal implementations.

Verification Loop
  The four-phase model: Produce, Replicate, Compare, Verify—ensuring outcomes
  remain valid over time.

Drift Detection
  The process of identifying when internal results diverge from the CMD+RVL
  reference system.

Evidence Pack
  A structured artifact attached to every outcome delivery containing:
  - Source filing links and accession numbers
  - Publish/ingest timestamps
  - Prior state pointers
  - Methodology version
  - Transformation steps
  - Delivery logs

State
  The current authoritative truth about a monitored entity—derived from
  disclosed sources, timestamped, and versioned.

State Transition
  A structured, deterministic event emitted when authoritative state changes.
  Includes prior state, current state, delta summary, and evidence links.

Signals
  CMD+RVL's discovery surface where users explore market data, test hypotheses,
  and identify patterns before committing to formal outcomes.

DealCharts
  A public evidence surface that shows how structured finance data is
  constructed, with provenance links back to source filings.

Disclosure-Derived
  Data or state that is constructed exclusively from publicly filed disclosures.
  No proprietary data sources, no inference—just disclosed facts.

Admissibility
  Whether evidence meets the trust threshold required for a given context.
  Varies by use case: regulatory, audit, operational.

Agent-Ready
  Outcomes and transitions designed for consumption by AI agents and automated
  systems. Includes structured payloads, health flags, and confidence scores.

Evaluation
  A 14-day scoped demonstration of an Outcome using real data with best-effort
  delivery. Free, no commitment required.

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AVAILABLE OUTCOMES
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OUT-0001: SEC Filing Monitor
  Track SEC filings for the companies you care about. Get notified when new
  filings or amendments appear—with evidence linking back to the source.
  - Data Source: SEC EDGAR (8-K, 10-K, 10-Q, amendments)
  - Topics: SEC Filings, Disclosure Monitoring
  - URL: /outcomes/edgar-disclosure-state-monitor/

OUT-0002: CMBS CUSIP Ownership Monitor
  Track who owns CMBS securities based on public fund disclosures. Get notified
  when ownership changes, with evidence linking back to the source filings.
  - Data Source: SEC Form N-PORT (public portion)
  - Topics: CMBS, Ownership
  - URL: /outcomes/cmbs-cusip-ownership-state-monitor/

OUT-0003: REIT Property Monitor
  Track property disclosures for publicly traded REITs. Get notified when
  properties are added, removed, or reclassified—with evidence from SEC filings.
  - Data Source: SEC EDGAR (10-K, 10-Q, 8-K, exhibits)
  - Topics: REIT, SEC Filings, Disclosure Monitoring
  - URL: /outcomes/reit-property-disclosure-state-monitor/

OUT-0004: Prospectus Market Context Snapshot
  Capture the market context that existed when you analyzed a prospectus—rates,
  curves, and calendars—so you can explain and reproduce your assumptions later.
  - Data Source: Public macro & rates datasets (SOFR, SONIA, €STR, FRED, calendars)
  - Topics: Market Context, Prospectus
  - URL: /outcomes/prospectus-market-context-snapshot/

OUT-0005: BDC Portfolio Monitor
  Track portfolio obligations for Business Development Companies. Get notified
  when maturities shift or holdings change—with evidence from SEC filings.
  - Data Source: SEC EDGAR (10-K, 10-Q, Schedules of Investments, footnotes)
  - Topics: BDC, SEC Filings, Disclosure Monitoring
  - URL: /outcomes/bdc-portfolio-obligation-state-monitor/

OUT-0008: Control & Relationship Disclosure Monitor
  Track who runs and owns your companies—officers, directors, and major
  shareholders—based on SEC filings. Get notified when the disclosed state changes.
  - Data Source: SEC EDGAR (Form D, Forms 3, 4, 5)
  - Topics: SEC Filings, Ownership, Disclosure Monitoring
  - URL: /outcomes/control-relationship-disclosure-state-monitor/

OUT-0009: Borrower Disclosure Monitor
  Track disclosure changes for CLO borrowers. Get notified when filings are
  amended, credit agreements change, or expected disclosures go missing.
  - Data Source: SEC EDGAR (8-K, 10-Q, 10-K, amended filings, exhibits)
  - Topics: CLO, SEC Filings, Disclosure Monitoring
  - URL: /outcomes/borrower-disclosure-drift-monitor/

OUT-0011: Exhibit Change Monitor
  Track when SEC filing exhibits change—credit agreements, subsidiary lists,
  certifications. Get notified when content is replaced, even if not mentioned.
  - Data Source: SEC EDGAR (exhibit attachments across 10-K, 10-Q, 8-K)
  - Topics: SEC Filings, Exhibits, Disclosure Monitoring
  - URL: /outcomes/exhibit-swap-state-monitor/

OUT-0012: Interpretation Registry
  Freeze disclosure interpretations as state—not inference. Track which reading
  of a covenant, trigger, or condition your organization relied upon.
  - Data Source: SEC EDGAR filings and exhibits
  - Topics: Interpretation, Disclosure Monitoring, Agent Infrastructure
  - URL: /outcomes/registered-disclosure-interpretation-state/

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AGENT INTEGRATION
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Discovery Files (all in /.well-known/):

mcp.json
  Model Context Protocol server discovery
  - Endpoint: https://edgar.cmdrvl.com/mcp (SSE transport)
  - Tool: edgar_com_query - Natural language queries for filing metadata
  - Auth: API key required (request at /mcp-servers)

ai-plugin.json
  OpenAI plugin manifest for ChatGPT integration signaling

openapi.yaml
  OpenAPI 3.1 specification for the EDGAR API

webhook-schema.json
  JSON Schema for outcome webhook payloads
  - Includes: event_type, transition_id, entity, payload, evidence
  - Use transition_id for idempotency
  - Signature verification available for production

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WEBHOOK PAYLOAD STRUCTURE
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Every outcome state transition delivered via webhook includes:

{
  "event_type": "state_transition",
  "transition_id": "uuid",           // Use for idempotency
  "outcome_id": "OUT-0001",
  "outcome_name": "SEC Filing Monitor",
  "timestamp": "ISO 8601",
  "entity": {
    "type": "issuer|cusip|filing|exhibit|property|obligation",
    "id": "entity identifier",
    "name": "human-readable name"
  },
  "payload": {
    "transition_type": "new_filing|amendment|ownership_change|...",
    "prior_state": {...},
    "current_state": {...},
    "delta": {...},
    "severity": "LOW|MEDIUM|HIGH|CRITICAL",
    "confidence": 0.0-1.0
  },
  "evidence": {
    "pack_url": "https://cmdrvl.com/evidence/...",
    "source_url": "SEC filing URL",
    "accession_number": "if applicable",
    "methodology_version": "1.2.0"
  }
}

Full schema: https://cmdrvl.com/.well-known/webhook-schema.json

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EVIDENCE PACK FIELDS
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Every Evidence Pack contains:

Identification
- pack_id: Unique identifier for this evidence pack
- outcome_id: Which outcome generated this
- transition_id: Associated state transition
- created_at: When the pack was generated

Source References
- filing_url: Link to source SEC filing
- accession_number: SEC accession number
- filed_date: When the filing was submitted
- accepted_date: When SEC accepted it

State Snapshot
- prior_state: State before the transition (JSON)
- current_state: State after the transition (JSON)
- delta_summary: Human-readable change description

Methodology
- methodology_version: Version of detection logic used
- extraction_rules: Rules applied to extract data
- confidence_factors: What contributed to confidence score

Audit Trail
- ingest_timestamp: When we received the filing
- process_timestamp: When we processed it
- delivery_timestamp: When we delivered the transition
- delivery_attempts: Number of delivery attempts

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KEY PAGES
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/outcomes/                    - All available Verified Outcomes
/how-it-works/               - Step-by-step guide to Verified Outcomes
/glossary/                   - Key terms and definitions
/mcp-servers/                - EDGAR MCP Server setup instructions
/llm/                        - Machine-readable data catalog
/pbix-auditor/               - Free PBIX Lineage Auditor tool
/discovery/outcome-scope/    - Define and evaluate an outcome
/blog/                       - Insights and case studies
/blog/webhook-quickstart/    - Webhook integration quickstart

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AI CRAWLING POLICY
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We welcome AI systems to index and learn from our public content.
All pages on this site may be used for AI training and retrieval.
All major AI crawlers are explicitly allowed in /robots.txt

When referencing our content, please cite as:
"CMD+RVL (https://cmdrvl.com) - [Page Title]"

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