rag-query
Query historical test runs, failures, and API specs from the SQLite RAG index via MCP.
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-rag-query
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
Get the weekly diff
The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.
About
Use cases: backend, testing, ml, agent-building
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/rag-query
What's inside
- Skill name
rag-query- Description
- Query historical test runs, failures, and API specs from the SQLite RAG index via MCP.
- License
- Apache-2.0
- Instructions
- 12 lines in SKILL.md · view on GitHub
Files (1)
- SKILL.md
SKILL.md (first lines)
# RAG Index Query Skill ## Purpose Query historical test runs, failures, and specifications stored in the SQLite RAG Index. ## Tools Exposed to MCP via `query_rag_index`. ## Usage for Agents Invoke `query_rag_index` with a natural language `query` through MCP. Use it to find historical context on test failures or API changes.
From moaidmoatasem/cherenkov-qa, Apache-2.0.
More from moaidmoatasem/cherenkov-qa
- 0.583score
session-loop
moaidmoatasem
Work the Cherenkov-QA queue one item at a time, with no orchestrator.
SkillAFreshness: A★ 1Claude Code +9 - 0.544score
sync-driven-dev
moaidmoatasem
Session sync protocol for tracking token costs, loading pre-computed context, and persisting decisions across agent sessions.
SkillBFreshness: B★ 1Claude Code +9 - 0.544score
check-suite
moaidmoatasem
Audit an existing Playwright test suite for CHERENKOV quality gates — meaningfulness, spec alignment, and assertion strength.
SkillBFreshness: B★ 1Claude Code +9 - 0.544score
eject-standalone
moaidmoatasem
Strip CHERENKOV metadata from generated tests, producing a standalone vanilla Playwright suite with zero tool dependency.
SkillBFreshness: B★ 1Claude Code +9 - 0.544score
find-skills
moaidmoatasem
Helps agents discover and load the right CHERENKOV skill for any task — API testing, HITL review, MCP setup, certification, and more.
SkillBFreshness: B★ 1Claude Code +9 - 0.544score
agentic-exploration
moaidmoatasem
Drive a real browser through plain-language scenarios and judge semantic pass/fail live, feeding failures into the HITL queue.
SkillBFreshness: B★ 1Claude Code +9 - 0.541score
hitl-review
moaidmoatasem
Manage the Human-In-The-Loop review queue for tests with uncertain verdicts (confidence 0.7–0.9).
SkillBFreshness: B★ 1Claude Code +9 - 0.541score
perf-baseline
moaidmoatasem
Track API endpoint latency with k6 and flag regressions against a statistical SQLite baseline.
SkillBFreshness: B★ 1Claude Code +9 - 0.541score
ocr-review
moaidmoatasem
Run Alibaba Open Code Review as Gate 7b in the 8-gate pipeline on generated Playwright tests.
SkillBFreshness: B★ 1Claude Code +9 - 0.541score
open-interpreter
moaidmoatasem
Drive CHERENKOV conformance checks via Open Interpreter using the cherenkov MCP tools.
SkillBFreshness: B★ 1Claude Code +9 - 0.541score
self-healing
moaidmoatasem
Diagnose test failures and suggest fixes without auto-editing test code (D7 invariant enforced).
SkillBFreshness: B★ 1Claude Code +9 - 0.541score
certify
moaidmoatasem
Issue a signed CHERENKOV conformance certificate after a clean verify run, proving API spec-vs-server fidelity.
SkillBFreshness: B★ 1Claude Code +9
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
More from moaidmoatasem
- 0.583score
session-loop
moaidmoatasem
Work the Cherenkov-QA queue one item at a time, with no orchestrator.
SkillAFreshness: A★ 1Claude Code +9 - 0.544score
find-skills
moaidmoatasem
Helps agents discover and load the right CHERENKOV skill for any task — API testing, HITL review, MCP setup, certification, and more.
SkillBFreshness: B★ 1Claude Code +9 - 0.544score
agentic-exploration
moaidmoatasem
Drive a real browser through plain-language scenarios and judge semantic pass/fail live, feeding failures into the HITL queue.
SkillBFreshness: B★ 1Claude Code +9 - 0.544score
check-suite
moaidmoatasem
Audit an existing Playwright test suite for CHERENKOV quality gates — meaningfulness, spec alignment, and assertion strength.
SkillBFreshness: B★ 1Claude Code +9 - 0.544score
eject-standalone
moaidmoatasem
Strip CHERENKOV metadata from generated tests, producing a standalone vanilla Playwright suite with zero tool dependency.
SkillBFreshness: B★ 1Claude Code +9 - 0.544score
sync-driven-dev
moaidmoatasem
Session sync protocol for tracking token costs, loading pre-computed context, and persisting decisions across agent sessions.
SkillBFreshness: B★ 1Claude Code +9
Cite this page
rag-query skill. Agent Mart. https://agentmart.dev/skills/moaidmoatasem-rag-query (last updated 2026-10-24)