open-interpreter
Drive CHERENKOV conformance checks via Open Interpreter using the cherenkov MCP tools.
Skill by moaidmoatasem
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/moaidmoatasem-open-interpreter
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About
Use cases: agent-building
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What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
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Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/open-interpreter
What's inside
- Skill name
open-interpreter- Description
- Drive CHERENKOV conformance checks via Open Interpreter using the cherenkov MCP tools.
- License
- Apache-2.0
- Instructions
- 101 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# CHERENKOV × Open Interpreter
## Purpose
Use Open Interpreter as a terminal-native AI that drives CHERENKOV conformance checks,
queries drift findings, and explains API violations — all via the MCP tools exposed
by `cherenkov mcp serve`.
## When to Use
- You want to run conformance checks from a conversational terminal agent
- You want to ask in plain English: "what APIs are drifting?" or "explain finding X"
- You want to automate QA workflows with an AI that can write and run code locally
## First-Time Setup
```bash
# Wire CHERENKOV into Open Interpreter's global config
bash scripts/setup_oi.sh
# Restart Open Interpreter — cherenkov tools appear automatically
interpreter
```
Or manually add to `~/.openinterpreter/mcp.json`:
```json
{
"mcpServers": {
"cherenkov": {
"command": "python3",
"args": ["/path/to/cherenkov-qa/cherenkov.py", "mcp", "serve"],
"cwd": "/path/to/cherenkov-qa",
"env": { "MCP_PROFILE": "full-dev" }
}
}
}
```
## Key Workflows
### 1. Run a conformance check
```
"Run a cherenkov conformance check against http://localhost:8000"
```
Uses: `run_conformance_check` → triggers `cherenkov validate`, returns passed/failed/drift_count.
### 2. Query drift findings
```
"Show me all high-severity drift findings"
"List drift findings for the /payments endpoint"
```
Uses: `list_drift_findings` with `severity` and `endpoint` filters.
### 3. Explain a finding
```
"Explain finding drift-abc123 in detail"
```
Uses: `explain_finding` → LLM produces what it means, why it matters, how to fix it.
### 4. Get spec-tightening suggestions
```
"What tightening suggestions does cherenkov have for POST /orders?"
```
Uses: `get_tightening_suggestions`
### 5. Approve a HITL item
```
"List pending HITL items, then approve item hitl-xyz"
```
Uses: `hitl_list` then `hitl_approve`
### 6. Check last report without a new run
```
"Show me the last cherenkov conformance report"
```
Uses: `get_last_report`
## Available Tools (via MCP)
| Tool | What to ask for |
|------|----------------|
| `run_conformance_check` | "Run a conformance check against \<url\>" |
| `get_last_report` | "Show last report" |
| `list_drift_findings` | "List drift findings" / "filter by severity: high" |
| `get_tightening_suggestions` | "Tightening suggestions for \<endpoint\>" |
| `explain_finding` | "Explain finding \<id\>" |
| `hitl_list` | "List pending HITL items" |
| `hitl_approve` | "Approve HITL item \<id\>" |
| `hitl_reject` | "Reject HITL item \<id\>" |
| `validate_run_gate` | "Run the validation gate" |
| `chat_explain_divergence` | "Why is \<endpoint\> diverging?" |
| `chat_run_test` | "Plan tests for \<endpoint\>" |
## D7 Invariant
All tools are suggest-only or read-only unless explicitly confirmed. `run_conformance_check`
writes a report to `.cherenkov/report.json` but never auto-edits test code.
## Troubleshooting
- Tools not visible? Restart Open Interpreter after editing `~/.openinterpreter/mcp.json`
- Server won't start? Run `PYTHONPATH=. python3 cherenkov.py mcp serve` in the terminal and check for import errors
- Wrong profile? Set `MCP_PROFILE=full-dev` in the `env` block or `export MCP_PROFILE=full-dev` before launching Open InterpreterFrom moaidmoatasem/cherenkov-qa, Apache-2.0.
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Signals
- Stars
- 1
- Forks
- 0
- Open issues
- 24
- Last commit (this folder)
- Jul 1, 2026 (4 months ago)
- Last release
- Aug 2, 2026 (2 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- Apache-2.0
- Repository
- github.com/moaidmoatasem/cherenkov-qa
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Cite this page
open-interpreter skill. Agent Mart. https://agentmart.dev/skills/moaidmoatasem-open-interpreter (last updated 2026-10-24)