Crawler Summary

kiro-constellation answer-first brief

OpenClaw agent: kiro-constellation Kiro Constellation (Post-Cleanup Architecture) Refactored VS Code extension with unified webview architecture (graph constellation, health dashboard, sidebar), centralized panel registry, MCP stdio server, and worker-based dependency scanning. Evolved from the original POC into a cleaner, alias-driven structure. Overview Current pillars: 1. **Extension Core & Panel Registry** – Stable activation and centralized panel Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.

Freshness

Last checked 2/22/2026

Best For

Contract is available with explicit auth and schema references.

Not Ideal For

kiro-constellation is not ideal for teams that need stronger public trust telemetry, lower setup complexity, or more explicit contract coverage before production rollout.

Evidence Sources Checked

editorial-content, capability-contract, runtime-metrics, public facts pack

Claim this agent
Agent DossierGitHubSafety: 93/100

kiro-constellation

OpenClaw agent: kiro-constellation Kiro Constellation (Post-Cleanup Architecture) Refactored VS Code extension with unified webview architecture (graph constellation, health dashboard, sidebar), centralized panel registry, MCP stdio server, and worker-based dependency scanning. Evolved from the original POC into a cleaner, alias-driven structure. Overview Current pillars: 1. **Extension Core & Panel Registry** – Stable activation and centralized panel

MCPverified

Public facts

6

Change events

1

Artifacts

0

Freshness

Feb 22, 2026

Verifiededitorial-content1 verified compatibility signal

Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.

Schema refs publishedTrust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Feb 22, 2026

Vendor

Xxvalhallacoderxx

Artifacts

0

Benchmarks

0

Last release

0.0.1

Executive Summary

Key links, install path, and a quick operational read before the deeper crawl record.

Verifiededitorial-content

Summary

Published capability contract available. No trust telemetry is available yet. Last updated 2/24/2026.

Setup snapshot

git clone https://github.com/xXValhallaCoderXx/ide-constellation.git
  1. 1

    Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.

  2. 2

    Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Evidence Ledger

Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.

Verifiededitorial-content
Vendor (1)

Vendor

Xxvalhallacoderxx

profilemedium
Observed Feb 24, 2026Source linkProvenance
Compatibility (2)

Protocol compatibility

MCP

contracthigh
Observed Feb 24, 2026Source linkProvenance

Auth modes

mcp, api_key

contracthigh
Observed Feb 24, 2026Source linkProvenance
Artifact (1)

Machine-readable schemas

OpenAPI or schema references published

contracthigh
Observed Feb 24, 2026Source linkProvenance
Security (1)

Handshake status

UNKNOWN

trustmedium
Observed unknownSource linkProvenance
Integration (1)

Crawlable docs

6 indexed pages on the official domain

search_documentmedium
Observed Apr 15, 2026Source linkProvenance

Release & Crawl Timeline

Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.

Self-declaredagent-index

Artifacts Archive

Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.

Self-declaredGITHUB MCP

Extracted files

0

Examples

6

Snippets

0

Languages

typescript

Executable Examples

bash

npm install

bash

npm run compile

text

[ISO_TIMESTAMP] [INFO] messenger:send command=<command> size=<bytes>
[ISO_TIMESTAMP] [WARN] messenger:drop command=<command> reason=<reason> size=<bytes?>
[ISO_TIMESTAMP] [ERROR] messenger:send command=<command> error=<message>

text

<namespace>:<action>

bash

grep -R "panel.webview.postMessage" src | grep -v "TODO(remove-legacy-postMessage)" | grep -v "webview.messenger"

text

src/
├── extension.ts
├── services/
│   ├── panel-registry.service.ts
│   ├── graph.service.ts
│   └── ...
├── webview/
│   ├── webview.service.ts
│   ├── components/           # Shared UI components (primitives, layout, feedback, theming)
│   ├── providers/
│   └── ui/
│       ├── graph-constellation/
│       ├── dashboard-health/
│       ├── extension-sidebar/
│       └── shared/
├── mcp/
│   ├── mcp.provider.ts
│   └── mcp-stdio.server.ts
├── workers/
│   └── scan-project.worker.ts
├── utils/
└── types/

Docs & README

Full documentation captured from public sources, including the complete README when available.

Self-declaredGITHUB MCP

Docs source

GITHUB MCP

Editorial quality

ready

OpenClaw agent: kiro-constellation Kiro Constellation (Post-Cleanup Architecture) Refactored VS Code extension with unified webview architecture (graph constellation, health dashboard, sidebar), centralized panel registry, MCP stdio server, and worker-based dependency scanning. Evolved from the original POC into a cleaner, alias-driven structure. Overview Current pillars: 1. **Extension Core & Panel Registry** – Stable activation and centralized panel

Full README

Kiro Constellation (Post-Cleanup Architecture)

Refactored VS Code extension with unified webview architecture (graph constellation, health dashboard, sidebar), centralized panel registry, MCP stdio server, and worker-based dependency scanning. Evolved from the original POC into a cleaner, alias-driven structure.

Overview

Current pillars:

  1. Extension Core & Panel Registry – Stable activation and centralized panel opens.
  2. Unified Webview Layer – Three Preact apps under src/webview/ui/* with shared messaging & styles. Shared UI components live in src/webview/components/ containing cross-app UI primitives (layout, feedback, theme). Promote only broadly reusable pieces there; app‑specific components remain co-located under each app's components/ folder.
  3. MCP Provider & Server – Standard MCP provider with bundled stdio server (out/mcp-server.js). Provider registration is always attempted on activation; dev (NODE_ENV=development) emits [POC] diagnostic logs while production keeps output minimal.
  4. Worker-Based Graph Scan – Worker thread computes dependency graph (dist/workers/scanWorker.mjs).
  5. Health Analysis Dashboard – Risk scoring & recommendations panel.

Features

  • 🎯 Commands: constellation.showGraph, constellation.healthDashboard, constellation.scanProject
  • 🧭 Panel Registry mediated lifecycle
  • �️ Dependency graph (Cytoscape) + heatmap overlay
  • 📊 Health dashboard metrics & recommendations
  • 🔄 Active editor → graph highlight sync (debounced)
  • 🤖 MCP stdio server + provider (dev-gated POC logs)
  • 🧵 Worker-powered scan + caching
  • 🧪 Visual instruction pattern scaffold (dual payload parsing + debounce)
  • 🛡️ Consistent CSP + workspace path guards
  • � Path aliases (@/*, @webview/*) replacing deep relative imports

Installation & Development

Prerequisites

  • Node.js (v20.x or later)
  • VS Code (v1.103.0 or later)
  • npm

Setup

  1. Install dependencies:

    npm install
    
  2. Build the extension:

    npm run compile
    
  3. Run in VS Code:

    • Open this project in VS Code
    • Press F5 to launch a new Extension Development Host window
    • The extension will activate, register the MCP provider, and expose tools

Available Scripts

| Script | Purpose | |--------|---------| | compile | Type check, lint, build all bundles (extension, webviews, MCP, worker) | | compile:extension | Build extension host only | | compile:webview | Build all webview bundles | | compile:mcp | Build MCP stdio server bundle | | watch | Parallel type + esbuild watch | | check-types | TypeScript noEmit validation | | lint | ESLint over src |

Usage

1. Open Panels

  • Graph Panel: Command Palette → "Constellation: Show Codebase Map"
  • Health Dashboard: Command Palette → "Constellation: Open Health Dashboard"
  • Sidebar: Auto-registered activity bar view.

2. Run a Scan

Use "Constellation: Scan Project" to trigger worker-based analysis. Graph + health features consume emitted data.

3. MCP Provider

In development (NODE_ENV=development), POC logs ([POC]) validate provider registration; production suppresses them.

Architecture

High-Level Layers

| Layer | Key Elements | |-------|--------------| | Extension Host | extension.ts, PanelRegistry, command wiring, MCP provider gating | | MCP | mcp/ provider + mcp-stdio.server.ts bundle (stdio protocol) | | Worker | workers/scan-project.worker.tsdist/workers/scanWorker.mjs | | Webviews | webview/ui/* apps + webview.service.ts orchestration | | Graph & Health Services | services/graph.service.ts, transformers, caches, analysis | | Utilities | path, performance, debounce, heatmap processor |

Unified Webview Structure

See src/webview/README.md for detailed layout and bundle mapping.

Messaging & Panel Architecture

Constellation uses a centralized outbound messaging layer (see docs/graph-architecture-refactor.md for full details):

  • PanelRegistry (src/services/panel-registry.service.ts) is the ONLY entry point for opening/focusing panels. External code must not call WebviewManager.createOrShowPanel() directly.
  • WebviewMessenger (src/webview/webview.messenger.ts) encapsulates all extension → webview messages with size guards (1MB), structured logs, and typed helper methods.
  • Direct panel.webview.postMessage calls are forbidden outside the messenger except for a handful of temporary, clearly TODO(remove-legacy-postMessage)-tagged legacy paths (dashboard highlight, visualInstruction dispatch, export result callbacks). These are scheduled for removal in a subsequent milestone when inbound routing is unified.

Log format (parse-friendly):

[ISO_TIMESTAMP] [INFO] messenger:send command=<command> size=<bytes>
[ISO_TIMESTAMP] [WARN] messenger:drop command=<command> reason=<reason> size=<bytes?>
[ISO_TIMESTAMP] [ERROR] messenger:send command=<command> error=<message>

Adding a New Outbound Message

  1. Define / extend the discriminated union in src/types/messages.types.ts.
  2. Add a typed convenience method in WebviewMessenger returning the boolean result of send().
  3. Replace scattered direct sends with the new method.
  4. Update documentation if the message is user-observable.

Origin Naming Convention

Origins annotate why a panel was opened or an action triggered. Pattern:

<namespace>:<action>

Current namespaces:

  • sidebar:* user clicks in sidebar UI (see ORIGIN.SIDEBAR.*).
  • mcp:* automated machine/provider actions (see ORIGIN.MCP.*).
  • command:* invoked via VS Code command palette (ORIGIN.COMMAND.*).
  • system:* internal fallback / automatic flows (ORIGIN.SYSTEM.*).

When adding a new origin, extend ORIGIN in routing.types.ts and (optionally) document it inline—avoid anonymous string literals scattered throughout the code.

Grep Audit (Post-Refactor Invariant)

Only these are allowed to contain panel.webview.postMessage:

  1. webview.messenger.ts (internal send call).
  2. Explicit TODO-tagged legacy fallback lines.
  3. Webview (front-end) code posting back to extension (not part of this grep pattern, different context).

To verify:

grep -R "panel.webview.postMessage" src | grep -v "TODO(remove-legacy-postMessage)" | grep -v "webview.messenger"

Should return 0 lines (temporary exceptions will be removed in next milestone).

Overlay Messages (Milestone 1 Placeholder)

graph:overlay:apply / graph:overlay:clear are defined but have no UI implementation yet; they reserve contract space for a future interactive layering feature.

Build & Bundling

  • esbuild multi-context builds (extension, 3 webviews, MCP server, worker)
  • TypeScript strict + Preact automatic JSX
  • Production (--production) enables minification

API Endpoints

No HTTP endpoints. Communication uses MCP over stdio.

Cleanup / Optimization Outcomes (FR Summary)

| Focus | Outcome | |-------|---------| | FR1 Panel Registry | Single instance; all opens centralized | | FR2 Structure | Unified ui/* apps; legacy folders removed | | FR4/FR19 Imports | Deep relative paths replaced with aliases | | FR5 Config | Minimal env-gated POC logging | | FR10 Performance | Baseline + post-change timing (see tasks file) | | FR11 Logging | ISO timestamps + level tags standardized | | FR13 Security | Path guards + CSP unchanged | | FR17 Worker | Worker bundle resilient path resolution | | FR20 CSS | Legacy imports removed; consolidated main.css |

Troubleshooting

Server Won't Start

  • Check if port 31337 is available
  • Extension will try fallback ports (31338, 31339, etc.)
  • Check VS Code Developer Console for error messages

Webview Not Loading

  • Ensure both extension and webview builds completed successfully
  • Check browser console in webview for JavaScript errors
  • Verify CSS and JavaScript files are accessible

Status Check Fails

  • Verify MCP server is running (check extension logs)
  • Test server directly: curl http://127.0.0.1:31337/status
  • Run validation script: node validate-kiro-integration.js

Development Notes

Key Paths (Post-Cleanup)

src/
├── extension.ts
├── services/
│   ├── panel-registry.service.ts
│   ├── graph.service.ts
│   └── ...
├── webview/
│   ├── webview.service.ts
│   ├── components/           # Shared UI components (primitives, layout, feedback, theming)
│   ├── providers/
│   └── ui/
│       ├── graph-constellation/
│       ├── dashboard-health/
│       ├── extension-sidebar/
│       └── shared/
├── mcp/
│   ├── mcp.provider.ts
│   └── mcp-stdio.server.ts
├── workers/
│   └── scan-project.worker.ts
├── utils/
└── types/

Key Technologies

  • TypeScript - Type-safe development
  • Preact - Lightweight React alternative
  • VS Code MCP API - Server definition provider
  • esbuild - Fast bundling and compilation
  • VS Code Extension API - Platform integration

Future Enhancements (Deferred / Optional)

  • Alias lint enforcement rule
  • PanelRegistry + worker path unit tests
  • Telemetry for panel usage
  • Component-level CSS modules migration

Documentation

  • Webview structure: src/webview/README.md
  • Visual instruction pattern: docs/visual-instruction-pattern.md
  • Task execution log: tasks/tasks-project-cleanup-structure-optimization.md

License

This is a proof of concept for internal development and testing purposes.

Contract & API

Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.

Verifiedcapability-contract

Contract coverage

Status

ready

Auth

mcp, api_key

Streaming

No

Data region

global

Protocol support

MCP: verified

Requires: mcp, lang:typescript

Forbidden: none

Guardrails

Operational confidence: medium

Contract is available with explicit auth and schema references.
Trust confidence is not low and verification freshness is acceptable.
Protocol support is explicitly confirmed in contract metadata.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/mcp-xxvalhallacoderxx-ide-constellation/snapshot"
curl -s "https://xpersona.co/api/v1/agents/mcp-xxvalhallacoderxx-ide-constellation/contract"
curl -s "https://xpersona.co/api/v1/agents/mcp-xxvalhallacoderxx-ide-constellation/trust"

Reliability & Benchmarks

Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.

Missingruntime-metrics

Trust signals

Handshake

UNKNOWN

Confidence

unknown

Attempts 30d

unknown

Fallback rate

unknown

Runtime metrics

Observed P50

unknown

Observed P95

unknown

Rate limit

unknown

Estimated cost

unknown

No benchmark suites or observed failure patterns are available.

Media & Demo

Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.

Missingno-media
No screenshots, media assets, or demo links are available.

Related Agents

Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.

Self-declaredprotocol-neighbors
GITLAB_AI_CATALOGgitlab-mcp

Rank

83

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_PUBLIC_PROJECTSgitlab-mcp

Rank

80

A Model Context Protocol (MCP) server for GitLab

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_AI_CATALOGrmcp-openapi

Rank

74

Expose OpenAPI definition endpoints as MCP tools using the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP
GITLAB_AI_CATALOGrmcp-actix-web

Rank

72

An actix_web backend for the official Rust SDK for the Model Context Protocol (https://github.com/modelcontextprotocol/rust-sdk)

Traction

No public download signal

Freshness

Updated 2d ago

MCP
Machine Appendix

Contract JSON

{
  "contractStatus": "ready",
  "authModes": [
    "mcp",
    "api_key"
  ],
  "requires": [
    "mcp",
    "lang:typescript"
  ],
  "forbidden": [],
  "supportsMcp": true,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": "https://github.com/xXValhallaCoderXx/ide-constellation#input",
  "outputSchemaRef": "https://github.com/xXValhallaCoderXx/ide-constellation#output",
  "dataRegion": "global",
  "contractUpdatedAt": "2026-02-24T19:45:11.193Z",
  "sourceUpdatedAt": "2026-02-24T19:45:11.193Z",
  "freshnessSeconds": 4437359
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/mcp-xxvalhallacoderxx-ide-constellation/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/mcp-xxvalhallacoderxx-ide-constellation/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/mcp-xxvalhallacoderxx-ide-constellation/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-xxvalhallacoderxx-ide-constellation/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-xxvalhallacoderxx-ide-constellation/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/mcp-xxvalhallacoderxx-ide-constellation/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_MCP",
      "generatedAt": "2026-04-17T04:21:10.949Z"
    }
  },
  "retryPolicy": {
    "maxAttempts": 3,
    "backoffMs": [
      500,
      1500,
      3500
    ],
    "retryableConditions": [
      "HTTP_429",
      "HTTP_503",
      "NETWORK_TIMEOUT"
    ]
  }
}

Trust JSON

{
  "status": "unavailable",
  "handshakeStatus": "UNKNOWN",
  "verificationFreshnessHours": null,
  "reputationScore": null,
  "p95LatencyMs": null,
  "successRate30d": null,
  "fallbackRate": null,
  "attempts30d": null,
  "trustUpdatedAt": null,
  "trustConfidence": "unknown",
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Capability Matrix

{
  "rows": [
    {
      "key": "MCP",
      "type": "protocol",
      "support": "supported",
      "confidenceSource": "contract",
      "notes": "Confirmed by capability contract"
    }
  ],
  "flattenedTokens": "protocol:MCP|supported|contract"
}

Facts JSON

[
  {
    "factKey": "docs_crawl",
    "category": "integration",
    "label": "Crawlable docs",
    "value": "6 indexed pages on the official domain",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://xpersona.co/api/v1/agents/mcp-xxvalhallacoderxx-ide-constellation/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-xxvalhallacoderxx-ide-constellation/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:45:11.193Z",
    "isPublic": true
  },
  {
    "factKey": "auth_modes",
    "category": "compatibility",
    "label": "Auth modes",
    "value": "mcp, api_key",
    "href": "https://xpersona.co/api/v1/agents/mcp-xxvalhallacoderxx-ide-constellation/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-xxvalhallacoderxx-ide-constellation/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:45:11.193Z",
    "isPublic": true
  },
  {
    "factKey": "schema_refs",
    "category": "artifact",
    "label": "Machine-readable schemas",
    "value": "OpenAPI or schema references published",
    "href": "https://github.com/xXValhallaCoderXx/ide-constellation#input",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-xxvalhallacoderxx-ide-constellation/contract",
    "sourceType": "contract",
    "confidence": "high",
    "observedAt": "2026-02-24T19:45:11.193Z",
    "isPublic": true
  },
  {
    "factKey": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Xxvalhallacoderxx",
    "href": "https://github.com/xXValhallaCoderXx/ide-constellation",
    "sourceUrl": "https://github.com/xXValhallaCoderXx/ide-constellation",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-02-24T19:43:14.176Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/mcp-xxvalhallacoderxx-ide-constellation/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/mcp-xxvalhallacoderxx-ide-constellation/trust",
    "sourceType": "trust",
    "confidence": "medium",
    "observedAt": null,
    "isPublic": true
  }
]

Change Events JSON

[
  {
    "eventType": "docs_update",
    "title": "Docs refreshed: Sign in to GitHub · GitHub",
    "description": "Fresh crawlable documentation was indexed for the official domain.",
    "href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
    "sourceType": "search_document",
    "confidence": "medium",
    "observedAt": "2026-04-15T05:03:46.393Z",
    "isPublic": true
  }
]

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Ads related to kiro-constellation and adjacent AI workflows.