Crawler Summary

copilot-cli answer-first brief

Use the GitHub Copilot CLI for agentic coding, session management, custom agents, skills, plugins, SDK integration, and Ralph Wiggum loops. Use when: (1) running Copilot CLI sessions interactively or non-interactively, (2) managing custom agents and skills, (3) configuring MCP servers and plugins, (4) integrating with the Copilot SDK programmatically, (5) orchestrating multi-agent workflows, (6) setting up long-running autonomous coding loops (Ralph Wiggum pattern). NOT for: the old `gh copilot` extension (that's deprecated), simple file edits (just edit directly), or GitHub API operations (use `gh` CLI). --- name: copilot-cli description: "Use the GitHub Copilot CLI for agentic coding, session management, custom agents, skills, plugins, SDK integration, and Ralph Wiggum loops. Use when: (1) running Copilot CLI sessions interactively or non-interactively, (2) managing custom agents and skills, (3) configuring MCP servers and plugins, (4) integrating with the Copilot SDK programmatically, (5) orchestrating multi-agent Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

Freshness

Last checked 4/15/2026

Best For

copilot-cli is best for even, sessions workflows where MCP compatibility matters.

Not Ideal For

Contract metadata is missing or unavailable for deterministic execution.

Evidence Sources Checked

editorial-content, GITHUB OPENCLEW, runtime-metrics, public facts pack

Claim this agent
Agent DossierGitHubSafety: 94/100

copilot-cli

Use the GitHub Copilot CLI for agentic coding, session management, custom agents, skills, plugins, SDK integration, and Ralph Wiggum loops. Use when: (1) running Copilot CLI sessions interactively or non-interactively, (2) managing custom agents and skills, (3) configuring MCP servers and plugins, (4) integrating with the Copilot SDK programmatically, (5) orchestrating multi-agent workflows, (6) setting up long-running autonomous coding loops (Ralph Wiggum pattern). NOT for: the old `gh copilot` extension (that's deprecated), simple file edits (just edit directly), or GitHub API operations (use `gh` CLI). --- name: copilot-cli description: "Use the GitHub Copilot CLI for agentic coding, session management, custom agents, skills, plugins, SDK integration, and Ralph Wiggum loops. Use when: (1) running Copilot CLI sessions interactively or non-interactively, (2) managing custom agents and skills, (3) configuring MCP servers and plugins, (4) integrating with the Copilot SDK programmatically, (5) orchestrating multi-agent

MCPself-declared

Public facts

4

Change events

1

Artifacts

0

Freshness

Apr 15, 2026

Verifiededitorial-contentNo verified compatibility signals

Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

Trust evidence available

Trust score

Unknown

Compatibility

MCP

Freshness

Apr 15, 2026

Vendor

Andrewdoing

Artifacts

0

Benchmarks

0

Last release

Unpublished

Executive Summary

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

Verifiededitorial-content

Summary

Capability contract not published. No trust telemetry is available yet. Last updated 4/15/2026.

Setup snapshot

git clone https://github.com/andrewDoing/copilot-cli-skill.git
  1. 1

    Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.

  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

Andrewdoing

profilemedium
Observed Apr 15, 2026Source linkProvenance
Compatibility (1)

Protocol compatibility

MCP

contractmedium
Observed Apr 15, 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 OPENCLEW

Extracted files

0

Examples

6

Snippets

0

Languages

typescript

Parameters

Executable Examples

bash

# Install globally
npm install -g @github/copilot

# Authenticate (opens browser for device flow)
copilot login

# Check version
copilot --version

bash

# Start interactive session in current directory
copilot

# Start with a specific model
copilot --model claude-sonnet-4.6

# Start with a custom agent
copilot --agent code-reviewer

# Resume most recent session
copilot --continue

# Resume a specific session
copilot --resume <session-id>

# Resume with session picker
copilot --resume

bash

# One-shot prompt — exits after completion
copilot -p "Fix the bug in main.js" --allow-all-tools

# Silent output (agent response only, no stats)
copilot -p "Explain this error" -s

# Share session to markdown after completion
copilot -p "Refactor auth module" --allow-all --share

# Share to GitHub gist
copilot -p "Review this code" --allow-all --share-gist

bash

# Start interactive and auto-execute a prompt
copilot -i "Fix the failing tests"

# Autopilot mode — agent continues without waiting for input
copilot --autopilot --allow-all
copilot --autopilot --max-autopilot-continues 10 --allow-all

bash

# All permissions — no confirmations, no restrictions
copilot --yolo
# Equivalent to:
copilot --allow-all-tools --allow-all-paths --allow-all-urls

bash

# List available models (check --help for current choices)
copilot --help 2>&1 | grep -A1 'model <model>'

# Or in interactive mode
/model

Docs & README

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

Self-declaredGITHUB OPENCLEW

Docs source

GITHUB OPENCLEW

Editorial quality

ready

Use the GitHub Copilot CLI for agentic coding, session management, custom agents, skills, plugins, SDK integration, and Ralph Wiggum loops. Use when: (1) running Copilot CLI sessions interactively or non-interactively, (2) managing custom agents and skills, (3) configuring MCP servers and plugins, (4) integrating with the Copilot SDK programmatically, (5) orchestrating multi-agent workflows, (6) setting up long-running autonomous coding loops (Ralph Wiggum pattern). NOT for: the old `gh copilot` extension (that's deprecated), simple file edits (just edit directly), or GitHub API operations (use `gh` CLI). --- name: copilot-cli description: "Use the GitHub Copilot CLI for agentic coding, session management, custom agents, skills, plugins, SDK integration, and Ralph Wiggum loops. Use when: (1) running Copilot CLI sessions interactively or non-interactively, (2) managing custom agents and skills, (3) configuring MCP servers and plugins, (4) integrating with the Copilot SDK programmatically, (5) orchestrating multi-agent

Full README

name: copilot-cli description: "Use the GitHub Copilot CLI for agentic coding, session management, custom agents, skills, plugins, SDK integration, and Ralph Wiggum loops. Use when: (1) running Copilot CLI sessions interactively or non-interactively, (2) managing custom agents and skills, (3) configuring MCP servers and plugins, (4) integrating with the Copilot SDK programmatically, (5) orchestrating multi-agent workflows, (6) setting up long-running autonomous coding loops (Ralph Wiggum pattern). NOT for: the old gh copilot extension (that's deprecated), simple file edits (just edit directly), or GitHub API operations (use gh CLI)."

GitHub Copilot CLI

The standalone copilot CLI — an agentic coding assistant that runs in your terminal. Supports sessions, custom agents, skills, plugins, MCP servers, and a TypeScript SDK for programmatic control.

Installation & Auth

# Install globally
npm install -g @github/copilot

# Authenticate (opens browser for device flow)
copilot login

# Check version
copilot --version

Auth tokens (precedence order): COPILOT_GITHUB_TOKEN > GH_TOKEN > GITHUB_TOKEN > stored credentials from copilot login


Core Usage Patterns

Interactive Mode (default)

# Start interactive session in current directory
copilot

# Start with a specific model
copilot --model claude-sonnet-4.6

# Start with a custom agent
copilot --agent code-reviewer

# Resume most recent session
copilot --continue

# Resume a specific session
copilot --resume <session-id>

# Resume with session picker
copilot --resume

Non-Interactive Mode (scripting)

# One-shot prompt — exits after completion
copilot -p "Fix the bug in main.js" --allow-all-tools

# Silent output (agent response only, no stats)
copilot -p "Explain this error" -s

# Share session to markdown after completion
copilot -p "Refactor auth module" --allow-all --share

# Share to GitHub gist
copilot -p "Review this code" --allow-all --share-gist

Auto-Execute Mode

# Start interactive and auto-execute a prompt
copilot -i "Fix the failing tests"

# Autopilot mode — agent continues without waiting for input
copilot --autopilot --allow-all
copilot --autopilot --max-autopilot-continues 10 --allow-all

Full Auto (YOLO)

# All permissions — no confirmations, no restrictions
copilot --yolo
# Equivalent to:
copilot --allow-all-tools --allow-all-paths --allow-all-urls

Available Models

Set via --model, /model command, COPILOT_MODEL env, or model in config.

# List available models (check --help for current choices)
copilot --help 2>&1 | grep -A1 'model <model>'

# Or in interactive mode
/model

Permissions System

Copilot CLI has granular permission controls. Run copilot help permissions for full details. By default, it prompts for confirmation on file writes, shell commands, and URL access.

Tool Permissions

# Allow specific tools without prompting
copilot --allow-tool 'shell(git:*)'           # All git commands
copilot --allow-tool 'write'                   # All file writes
copilot --allow-tool 'shell(npm:*)'            # All npm commands
copilot --allow-tool 'MyMCP(tool_name)'        # Specific MCP tool
copilot --allow-tool 'MyMCP'                   # All tools from an MCP server

# Deny specific tools (overrides allow)
copilot --deny-tool 'shell(git push)'          # Block git push
copilot --deny-tool 'shell(rm:*)'              # Block rm commands

# Control which tools the model can even see
copilot --available-tools shell write read      # Only these tools exist
copilot --excluded-tools shell                  # Everything except shell

# Allow all tools
copilot --allow-all-tools

Path Permissions

# Add directories to allowed list
copilot --add-dir ~/other-project
copilot --add-dir /tmp --add-dir ~/workspace

# Allow any path
copilot --allow-all-paths

# Block temp dir access
copilot --disallow-temp-dir

URL Permissions

# Allow specific domains (defaults to https://)
copilot --allow-url github.com
copilot --allow-url '*.github.com'

# Deny specific domains (overrides allow)
copilot --deny-url https://malicious-site.com

# Allow all URLs
copilot --allow-all-urls

Interactive Commands

When running in interactive mode, use /help to see all available commands. Key ones:

Agent & Customization

| Command | Description | |---|---| | /agent | Browse and select custom agents | | /skills | Manage skills (list, enable/disable, add, reload, info, remove) | | /mcp | Manage MCP server configuration | | /plugin | Manage plugins and marketplaces | | /init | Initialize Copilot instructions for the repo | | /instructions | View and toggle custom instruction files |

Session Management

| Command | Description | |---|---| | /resume [id] | Switch to a different session | | /rename | Rename current session | | /context | Show context window token usage | | /usage | Display session usage metrics | | /session | Show session info and workspace summary | | /compact | Summarize history to reduce context usage | | /share | Share session to file or gist | | /clear | Clear conversation history |

Code & Review

| Command | Description | |---|---| | /diff | Review changes in current directory | | /review | Run code review agent | | /plan | Create an implementation plan before coding | | /ide | Connect to an IDE workspace | | /lsp | Manage language server configuration |

Multi-Agent

| Command | Description | |---|---| | /model | Select AI model | | /fleet | Enable fleet mode for parallel subagent execution | | /tasks | View and manage background tasks (subagents + shell sessions) |

Permissions (runtime)

| Command | Description | |---|---| | /allow-all | Enable all permissions | | /add-dir | Add directory to allowed list | | /list-dirs | Show all allowed directories | | /cwd | Change or show working directory | | /reset-allowed-tools | Reset allowed tools list |


Custom Agents, Skills, Plugins & MCP

For creating custom agents (.agent.md), managing skills, installing plugins, configuring MCP servers, and setting up custom instructions:

📄 authoring/GUIDE.md


Docker Sandboxes

Run Copilot in an isolated Docker sandbox — recommended for --yolo / Ralph Wiggum loops where the agent has unrestricted tool access.

Official docs: Docker Sandboxes for Copilot

Quick Start

# Create and run a sandbox for a project directory
docker sandbox run copilot ~/my-project

# Or from within the project directory
cd ~/my-project
docker sandbox run copilot

The workspace is mounted at /workspace inside the sandbox by default.

Authentication

The sandbox daemon doesn't inherit shell env vars. Set your token globally in your shell config:

# ~/.bashrc or ~/.zshrc
export GH_TOKEN=ghp_xxxxx
# or: export GITHUB_TOKEN=ghp_xxxxx

Then: source ~/.zshrc, restart Docker Desktop, and create the sandbox.

Trusted Folders

Configure ~/.copilot/config.json to skip safety prompts for sandbox workspaces:

{
  "trusted_folders": ["/workspace"]
}

Pass Options at Runtime

Use -- separator to pass CLI flags through to Copilot inside the sandbox:

# Run with --yolo (no confirmations)
docker sandbox run <sandbox-name> -- --yolo

# Run with a specific model
docker sandbox run <sandbox-name> -- --model claude-sonnet-4.6

Custom Templates

Base image: docker/sandbox-templates:copilot. See Custom templates to build your own.


Configuration

Config lives in ~/.copilot/config.json (override with XDG_CONFIG_HOME).

Key settings (discover all with cat ~/.copilot/config.json or copilot help config):

| Setting | Default | Description | |---|---|---| | model | — | Default AI model | | auto_update | true | Auto-download updates | | banner | "once" | Banner display frequency | | beep | true | Beep on attention needed | | include_coauthor | true | Add Co-authored-by to commits | | trusted_folders | [] | Pre-approved directories | | allowed_urls | [] | Pre-approved URLs | | denied_urls | [] | Blocked URLs | | streamer_mode | false | Hide model names and quota | | parallel_tool_execution | true | Run tools in parallel | | alt_screen | false | Use alternate screen buffer | | experimental | false | Enable experimental features |


Environment Variables

Run copilot help environment for the full list. Key ones:

| Variable | Description | |---|---| | COPILOT_MODEL | Override default model | | COPILOT_ALLOW_ALL | Set "true" for full auto mode | | COPILOT_AUTO_UPDATE | Set "false" to disable auto-update | | COPILOT_CUSTOM_INSTRUCTIONS_DIRS | Comma-separated extra instruction directories | | COPILOT_EDITOR / VISUAL / EDITOR | Editor for interactive editing (e.g., plan) | | XDG_CONFIG_HOME | Override config directory (default: ~/.copilot) | | XDG_STATE_HOME | Override state directory (default: ~/.copilot) | | USE_BUILTIN_RIPGREP | Set "false" to use system ripgrep | | PLAIN_DIFF | Set "true" to disable rich diffs |


SDK Integration (TypeScript)

For programmatic control via the @github/copilot-sdk package (JSON-RPC, sessions, streaming events):

📄 sdk/GUIDE.md


Orchestration Patterns

Multi-Model Comparison

# Run same prompt across models, compare output
copilot --model gpt-5.3-codex -p "Implement X" -s --share ./codex-result.md
copilot --model claude-sonnet-4.6 -p "Implement X" -s --share ./claude-result.md

Fleet Mode (parallel subagents)

# In interactive mode
/fleet
# Copilot spawns multiple subagents working in parallel
/tasks  # Monitor them

Delegation to Copilot Coding Agent

# In interactive mode — push session to GitHub for background execution
/delegate complete the API integration tests

# Or prefix with &
& complete the API integration tests

Non-Interactive Batch

# Process multiple files
for f in src/*.ts; do
  copilot -p "Review $f for security issues" -s --allow-all >> reviews.md
done

Tips

  • @ file paths — Reference files in prompts: Explain @src/auth.ts
  • ! shell — Run shell commands directly: !git status
  • Esc — Stop current operation while thinking
  • Shift+Tab — Toggle plan mode (plan before coding)
  • Steer while thinking — Send follow-up messages while agent is working
  • /compact — When context gets long, summarize to free up space
  • Config dir overridecopilot --config-dir ./project-copilot-config for project-specific settings

Ralph Wiggum Loop (Long-Running Autonomous Coding)

For setting up autonomous coding loops that run indefinitely with fresh context each iteration, see the detailed guide:

📄 ralph-wiggum/GUIDE.md — full pattern, templates, loop script, and orchestration options

Based on @GeoffreyHuntley's Ralph Wiggum technique.

Contract & API

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

MissingGITHUB OPENCLEW

Contract coverage

Status

missing

Auth

None

Streaming

No

Data region

Unspecified

Protocol support

MCP: self-declared

Requires: none

Forbidden: none

Guardrails

Operational confidence: low

No positive guardrails captured.
Invocation examples
curl -s "https://xpersona.co/api/v1/agents/andrewdoing-copilot-cli-skill/snapshot"
curl -s "https://xpersona.co/api/v1/agents/andrewdoing-copilot-cli-skill/contract"
curl -s "https://xpersona.co/api/v1/agents/andrewdoing-copilot-cli-skill/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

Do not use if

Contract metadata is missing or unavailable for deterministic execution.
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": "missing",
  "authModes": [],
  "requires": [],
  "forbidden": [],
  "supportsMcp": false,
  "supportsA2a": false,
  "supportsStreaming": false,
  "inputSchemaRef": null,
  "outputSchemaRef": null,
  "dataRegion": null,
  "contractUpdatedAt": null,
  "sourceUpdatedAt": null,
  "freshnessSeconds": null
}

Invocation Guide

{
  "preferredApi": {
    "snapshotUrl": "https://xpersona.co/api/v1/agents/andrewdoing-copilot-cli-skill/snapshot",
    "contractUrl": "https://xpersona.co/api/v1/agents/andrewdoing-copilot-cli-skill/contract",
    "trustUrl": "https://xpersona.co/api/v1/agents/andrewdoing-copilot-cli-skill/trust"
  },
  "curlExamples": [
    "curl -s \"https://xpersona.co/api/v1/agents/andrewdoing-copilot-cli-skill/snapshot\"",
    "curl -s \"https://xpersona.co/api/v1/agents/andrewdoing-copilot-cli-skill/contract\"",
    "curl -s \"https://xpersona.co/api/v1/agents/andrewdoing-copilot-cli-skill/trust\""
  ],
  "jsonRequestTemplate": {
    "query": "summarize this repo",
    "constraints": {
      "maxLatencyMs": 2000,
      "protocolPreference": [
        "MCP"
      ]
    }
  },
  "jsonResponseTemplate": {
    "ok": true,
    "result": {
      "summary": "...",
      "confidence": 0.9
    },
    "meta": {
      "source": "GITHUB_OPENCLEW",
      "generatedAt": "2026-04-17T00:21:51.722Z"
    }
  },
  "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": "unknown",
      "confidenceSource": "profile",
      "notes": "Listed on profile"
    },
    {
      "key": "even",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    },
    {
      "key": "sessions",
      "type": "capability",
      "support": "supported",
      "confidenceSource": "profile",
      "notes": "Declared in agent profile metadata"
    }
  ],
  "flattenedTokens": "protocol:MCP|unknown|profile capability:even|supported|profile capability:sessions|supported|profile"
}

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": "vendor",
    "category": "vendor",
    "label": "Vendor",
    "value": "Andrewdoing",
    "href": "https://github.com/andrewDoing/copilot-cli-skill",
    "sourceUrl": "https://github.com/andrewDoing/copilot-cli-skill",
    "sourceType": "profile",
    "confidence": "medium",
    "observedAt": "2026-04-15T00:18:36.260Z",
    "isPublic": true
  },
  {
    "factKey": "protocols",
    "category": "compatibility",
    "label": "Protocol compatibility",
    "value": "MCP",
    "href": "https://xpersona.co/api/v1/agents/andrewdoing-copilot-cli-skill/contract",
    "sourceUrl": "https://xpersona.co/api/v1/agents/andrewdoing-copilot-cli-skill/contract",
    "sourceType": "contract",
    "confidence": "medium",
    "observedAt": "2026-04-15T00:18:36.260Z",
    "isPublic": true
  },
  {
    "factKey": "handshake_status",
    "category": "security",
    "label": "Handshake status",
    "value": "UNKNOWN",
    "href": "https://xpersona.co/api/v1/agents/andrewdoing-copilot-cli-skill/trust",
    "sourceUrl": "https://xpersona.co/api/v1/agents/andrewdoing-copilot-cli-skill/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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