Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Crawler Summary
Invoke Claude Code CLI from Python orchestrators and shell scripts. Use when asked to "spawn claude as subprocess", "automate claude cli", "run claude headless", "configure --allowedTools", "set up claude hooks", or "parallel claude invocation". Covers permissions, directory access (--add-dir), hooks, sandbox mode, and async patterns. --- name: using-claude-code-cli description: | Invoke Claude Code CLI from Python orchestrators and shell scripts. Use when asked to "spawn claude as subprocess", "automate claude cli", "run claude headless", "configure --allowedTools", "set up claude hooks", or "parallel claude invocation". Covers permissions, directory access (--add-dir), hooks, sandbox mode, and async patterns. license: MIT allowed-tools: - Read - Capability contract not published. No trust telemetry is available yet. 2 GitHub stars reported by the source. Last updated 4/15/2026.
Freshness
Last checked 4/15/2026
Best For
using-claude-code-cli is best for general automation 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
Invoke Claude Code CLI from Python orchestrators and shell scripts. Use when asked to "spawn claude as subprocess", "automate claude cli", "run claude headless", "configure --allowedTools", "set up claude hooks", or "parallel claude invocation". Covers permissions, directory access (--add-dir), hooks, sandbox mode, and async patterns. --- name: using-claude-code-cli description: | Invoke Claude Code CLI from Python orchestrators and shell scripts. Use when asked to "spawn claude as subprocess", "automate claude cli", "run claude headless", "configure --allowedTools", "set up claude hooks", or "parallel claude invocation". Covers permissions, directory access (--add-dir), hooks, sandbox mode, and async patterns. license: MIT allowed-tools: - Read -
Public facts
5
Change events
1
Artifacts
0
Freshness
Apr 15, 2026
Capability contract not published. No trust telemetry is available yet. 2 GitHub stars reported by the source. Last updated 4/15/2026.
Trust score
Unknown
Compatibility
MCP
Freshness
Apr 15, 2026
Vendor
Spillwavesolutions
Artifacts
0
Benchmarks
0
Last release
Unpublished
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Capability contract not published. No trust telemetry is available yet. 2 GitHub stars reported by the source. Last updated 4/15/2026.
Setup snapshot
git clone https://github.com/SpillwaveSolutions/using-claude-code-cli-agent-skill.gitSetup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
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.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Spillwavesolutions
Protocol compatibility
MCP
Adoption signal
2 GitHub stars
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
6
Snippets
0
Languages
typescript
Parameters
text
CLI Automation Setup: - [ ] 1. Identify required tools, add to --allowedTools - [ ] 2. List directories Claude needs, add to --add-dir - [ ] 3. Choose pattern: sync, async, or parallel (see references/) - [ ] 4. Configure hooks if logging/monitoring needed - [ ] 5. Enable sandbox mode for untrusted operations - [ ] 6. Add fallback strategy if using OpenCode backup - [ ] 7. Test with simple prompt before full automation - [ ] 8. Validate setup (see Validation section)
bash
claude -p "Your prompt" --allowedTools Write Read Edit --max-turns 5
bash
claude \ --model sonnet \ --add-dir /path/to/skills \ --add-dir /path/to/templates \ --allowedTools Write Read Edit Bash Task \ --output-format json \ -p "Your automation prompt"
bash
claude --settings '{"hooks":{},"sandbox":{"enabled":true}}' -p "prompt"bash
--allowedTools "mcp__perplexity-ask__perplexity_ask" --allowedTools "mcp__context7__get-library-docs"
bash
claude --settings '{"sandbox":{"enabled":true,"autoAllowBashIfSandboxed":true}}' -p "prompt"Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB OPENCLEW
Editorial quality
ready
Invoke Claude Code CLI from Python orchestrators and shell scripts. Use when asked to "spawn claude as subprocess", "automate claude cli", "run claude headless", "configure --allowedTools", "set up claude hooks", or "parallel claude invocation". Covers permissions, directory access (--add-dir), hooks, sandbox mode, and async patterns. --- name: using-claude-code-cli description: | Invoke Claude Code CLI from Python orchestrators and shell scripts. Use when asked to "spawn claude as subprocess", "automate claude cli", "run claude headless", "configure --allowedTools", "set up claude hooks", or "parallel claude invocation". Covers permissions, directory access (--add-dir), hooks, sandbox mode, and async patterns. license: MIT allowed-tools: - Read -
name: using-claude-code-cli description: | Invoke Claude Code CLI from Python orchestrators and shell scripts. Use when asked to "spawn claude as subprocess", "automate claude cli", "run claude headless", "configure --allowedTools", "set up claude hooks", or "parallel claude invocation". Covers permissions, directory access (--add-dir), hooks, sandbox mode, and async patterns. license: MIT allowed-tools:
Patterns for programmatically invoking Claude Code CLI from orchestrators, scripts, and automation pipelines.
Copy and track as you work:
CLI Automation Setup:
- [ ] 1. Identify required tools, add to --allowedTools
- [ ] 2. List directories Claude needs, add to --add-dir
- [ ] 3. Choose pattern: sync, async, or parallel (see references/)
- [ ] 4. Configure hooks if logging/monitoring needed
- [ ] 5. Enable sandbox mode for untrusted operations
- [ ] 6. Add fallback strategy if using OpenCode backup
- [ ] 7. Test with simple prompt before full automation
- [ ] 8. Validate setup (see Validation section)
Minimal automation:
claude -p "Your prompt" --allowedTools Write Read Edit --max-turns 5
Full automation:
claude \
--model sonnet \
--add-dir /path/to/skills \
--add-dir /path/to/templates \
--allowedTools Write Read Edit Bash Task \
--output-format json \
-p "Your automation prompt"
With settings JSON:
claude --settings '{"hooks":{},"sandbox":{"enabled":true}}' -p "prompt"
| Flag | Purpose | Example |
|------|---------|---------|
| -p | Non-interactive mode (required) | claude -p "query" |
| --allowedTools | Pre-approve tools | --allowedTools Write Read Bash |
| --add-dir | Grant directory access | --add-dir ../lib |
| --settings | Pass hooks/permissions JSON | --settings ./settings.json |
| --model | Select model | --model sonnet |
| --output-format | Output: text, json, stream-json | --output-format json |
| --max-turns | Limit agentic turns | --max-turns 5 |
Recommended tools for automation:
Write, Read, Edit, Glob, Grep, LSBash, Task, SkillWebFetch, WebSearchMCP tools require full path:
--allowedTools "mcp__perplexity-ask__perplexity_ask"
--allowedTools "mcp__context7__get-library-docs"
See references/cli-reference.md for complete flag documentation.
Enable sandbox for safe file operations:
Via settings JSON:
claude --settings '{"sandbox":{"enabled":true,"autoAllowBashIfSandboxed":true}}' -p "prompt"
Via stdin (pass /sandbox before prompt):
stdin_content = "/sandbox\nYour actual prompt"
subprocess.run(["claude", "-p"], input=stdin_content, text=True)
See references/hooks-examples.md for full sandbox options.
Before full automation, verify setup works:
# 1. Test tool pre-approval (should complete without prompts)
claude -p "Create file test.txt with 'hello'" --allowedTools Write
# 2. Test directory access
claude -p "List files in /path/to/dir" --add-dir /path/to/dir --allowedTools LS
# 3. Test JSON output
claude -p "Return {\"status\": \"ok\"}" --output-format json | jq .
# 4. Test hooks (check log file after)
claude --settings '{"hooks":{...}}' -p "Simple task" --allowedTools Read
If any step fails, see Troubleshooting.
| Problem | Solution |
|---------|----------|
| Permission prompts appearing | Verify tool names match exactly (case-sensitive); MCP tools need full path |
| Hooks not firing | Check script is executable (chmod +x), has shebang, timeout not exceeded |
| Subprocess hangs | Add timeout; check if waiting for permission (missing --allowedTools) |
| Working directory issues | Use absolute paths in --add-dir; set cwd in subprocess |
| JSON parse errors | Use --output-format json; see json-extraction.md |
This skill is for subprocess invocation. Do not use for:
claude mcp command)| File | Contents | |------|----------| | cli-reference.md | Complete CLI commands and flags | | subprocess-patterns.md | Python sync/async/parallel patterns | | hooks-examples.md | Hook scripts and settings JSON | | json-extraction.md | Parsing JSON from CLI output | | orchestrator_example.py | Complete Python orchestrator class |
When using OpenCode as fallback, note key differences:
| Feature | Claude CLI | OpenCode CLI |
|---------|------------|--------------|
| Headless | claude -p "prompt" | opencode run "prompt" |
| Model | --model sonnet | --model provider/model |
| Settings | --settings JSON | Not supported |
| Add dirs | --add-dir /path | Not supported |
Try-Claude-then-OpenCode pattern:
import subprocess
def invoke_with_fallback(prompt: str, timeout: int = 300) -> str:
"""Try Claude CLI first, fall back to OpenCode on failure."""
try:
result = subprocess.run(
["claude", "-p", prompt, "--allowedTools", "Write", "Read"],
capture_output=True, text=True, timeout=timeout
)
if result.returncode == 0:
return result.stdout
except (subprocess.TimeoutExpired, FileNotFoundError):
pass # Fall through to OpenCode
result = subprocess.run(
["opencode", "run", prompt],
capture_output=True, text=True, timeout=timeout
)
return result.stdout
See subprocess-patterns.md for advanced patterns.
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
curl -s "https://xpersona.co/api/v1/agents/spillwavesolutions-using-claude-code-cli-agent-skill/snapshot"
curl -s "https://xpersona.co/api/v1/agents/spillwavesolutions-using-claude-code-cli-agent-skill/contract"
curl -s "https://xpersona.co/api/v1/agents/spillwavesolutions-using-claude-code-cli-agent-skill/trust"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
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
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
Rank
83
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
Rank
80
A Model Context Protocol (MCP) server for GitLab
Traction
No public download signal
Freshness
Updated 2d ago
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
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
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/spillwavesolutions-using-claude-code-cli-agent-skill/snapshot",
"contractUrl": "https://xpersona.co/api/v1/agents/spillwavesolutions-using-claude-code-cli-agent-skill/contract",
"trustUrl": "https://xpersona.co/api/v1/agents/spillwavesolutions-using-claude-code-cli-agent-skill/trust"
},
"curlExamples": [
"curl -s \"https://xpersona.co/api/v1/agents/spillwavesolutions-using-claude-code-cli-agent-skill/snapshot\"",
"curl -s \"https://xpersona.co/api/v1/agents/spillwavesolutions-using-claude-code-cli-agent-skill/contract\"",
"curl -s \"https://xpersona.co/api/v1/agents/spillwavesolutions-using-claude-code-cli-agent-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": "2026-04-17T00:21:04.849Z"
}
},
"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"
}
],
"flattenedTokens": "protocol:MCP|unknown|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": "Spillwavesolutions",
"href": "https://github.com/SpillwaveSolutions/using-claude-code-cli-agent-skill",
"sourceUrl": "https://github.com/SpillwaveSolutions/using-claude-code-cli-agent-skill",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T04:13:12.241Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "MCP",
"href": "https://xpersona.co/api/v1/agents/spillwavesolutions-using-claude-code-cli-agent-skill/contract",
"sourceUrl": "https://xpersona.co/api/v1/agents/spillwavesolutions-using-claude-code-cli-agent-skill/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-04-15T04:13:12.241Z",
"isPublic": true
},
{
"factKey": "traction",
"category": "adoption",
"label": "Adoption signal",
"value": "2 GitHub stars",
"href": "https://github.com/SpillwaveSolutions/using-claude-code-cli-agent-skill",
"sourceUrl": "https://github.com/SpillwaveSolutions/using-claude-code-cli-agent-skill",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-04-15T04:13:12.241Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://xpersona.co/api/v1/agents/spillwavesolutions-using-claude-code-cli-agent-skill/trust",
"sourceUrl": "https://xpersona.co/api/v1/agents/spillwavesolutions-using-claude-code-cli-agent-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
}
]Sponsored
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