Legacy Audit Detected (Pre-ARS 3.0)

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Ecosystem Discovery Analysis / opencode.ai

Agent-Readiness Index Report

score_version: ars-1.0.0 · ARS methodology

Enterprise Audit
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Executive PDF
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70
BGrade
/ 100
AI-FRIENDLY ECOSYSTEM
Agent Ecosystem Discovery
opencode.ai
AI-ready surfaces with complete discovery paths. Minor updates needed to reach elite index.
FrameworkCustom Docs
Surfaces
5/13
Large Pages
24pgs
Nav Gap
0pts
Developer Track & MCP Parity
Inspect in CLI or test live agent trajectories in Flight Simulator
Flight Simulator
Surface Inventory5 of 13 active
✓
sitemap.xml Index
ACTIVE
–
llms.txt Index
MISSING
–
llms-full.txt Spec
MISSING
✓
OpenAPI Schema
ACTIVE
–
MCP Configuration
MISSING
✓
GitHub Repository
ACTIVE
✓
Documentation Root
ACTIVE
–
API Reference
MISSING
–
Company Blog
MISSING
–
Developer Auth
MISSING
–
App Dashboard
MISSING
✓
Developer Changelog
ACTIVE
–
Status Page
MISSING
ARS 3.0 Machine Topology MapSub-5s Discovered Surfaces
Visual graph connecting verified machine-readable endpoints across the target ecosystem.
Active
Missing
Partial
opencode.aiactive

Host ecosystem entrypoint for autonomous agents.

Inspect Endpoint
Ecosystem Diagnostic Dimensions
Discoverability
100/100
Machine Entrypoints
35/100
Canonical Sources
80/100
Content Quality
100/100
Graph Connectivity
65/100
Journey Success
80/100
Freshness / Drift
50/100
Runtime Validity
38/100

Problems

10 detected
●llms.txt Index
surfaces

Missing canonical /llms.txt directory.

●llms-full.txt Spec
surfaces

Missing consolidated docs index.

●MCP Configuration
surfaces

No discoverable Model Context Protocol (mcp.json) config found.

●API Reference
surfaces

No separate API Reference link validated.

●Developer Auth
surfaces

Could not locate reachable developer login or console.

●App Dashboard
surfaces

No reachable app console detected.

●Support Center
surfaces

No valid support links found.

●Company Blog
surfaces

No active blog detected.

●Status Page
surfaces

No status page detected.

●SDK Guidelines
surfaces

No dedicated SDK documentation link detected.

Solutions

9 available
●Configure llms.txt AI Entrypoint
surfaces
Implement a /llms.txt file with Markdown summaries and links to guide AI crawlers.
●Consolidate llms-full.txt Spec
surfaces
Create /llms-full.txt containing the full text of your docs to allow single-shot retrieval.
●Expose MCP Server Tools
surfaces
Expose a /mcp.json configuration file describing available agent server tool entrypoints.
●Configure API Reference Link
surfaces
Publish a dedicated API Reference link to describe raw endpoints clearly.
●Bridge Developer Authentication Link
surfaces
Ensure login and API key provisioning screens are discoverable for automated credential setups.
●Add Developer Dashboard Link
surfaces
Ensure a links dashboard is provided for developer keys and workspace management.
●Connect Support Center Link
surfaces
Provide help/support links so agents can retrieve troubleshooting logs.
●Provide Status Page Link
surfaces
Link a public status page for runtime reliability signals.
●Add SDK Integration Guides
surfaces
Publish SDK install guides (npm/pip) linked from docs or homepage.

Audit Items

Problem Summary Prompt

Copy an ARS 3.0 compressed diagnostic defect summary structured by layer for teams or LLM pipelines.

Fixes / Solutions Prompt

Copy ARS 3.0 remediation files, patches, and CLI fix commands directly for Cursor, Claude Code, or Copilot.

Extracted Knowledge Base

Autonomous Agent Flight Simulator

Test Real Agent Execution In The Cockpit

Evaluate real-world agent execution against this ecosystem across Claude Code, Cursor & Windsurf, and Perplexity Sonar. Measure token consumption tax, schema friction risks, and autonomous credential handshakes.

5-Phase TrajectoryBPE Token Tax CounterTime-to-First-Tool-Call (TTFTC)Schema Friction Index
Launch Flight Simulator
Enterprise Infrastructure Audit

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Opencode Agent Readiness scorecard — 70/100
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