litmus
System Prompt Tester
Test, analyze and version system prompts against the LLM you ship on — LLM-as-judge rubrics, deterministic tool/agent checks, variance and speed metrics. Local-first, BYOK, no backend.
Add to Chrome Explore litmus →Eleven free Chrome extensions that apply AI to real engineering jobs: digesting repositories into token-budgeted prompt bundles, tracing bugs to code, auditing technical SEO, testing prompts, reviewing code, optimising queries, generating tests, assessing skill and answering questions from documentation.
System Prompt Tester
Test, analyze and version system prompts against the LLM you ship on — LLM-as-judge rubrics, deterministic tool/agent checks, variance and speed metrics. Local-first, BYOK, no backend.
Add to Chrome Explore litmus →AI Code Review & Code Query Engine
AI-powered code review plus a natural-language query engine for any repository — get review feedback and ask questions about the codebase right on the page.
Add to Chrome Explore RepoSpector →Grounded DB Query Optimiser
Scan any GitHub or GitLab repo for database queries and get grounded, output-identical rewrites re-verified against your actual codebase before you see them.
Add to Chrome Explore speeDB →Engineer Skill Assessment
Evidence-based engineer skill assessment from GitLab & GitHub review data. Your keys, your browser, no backend — every claim cites a specific pull or merge request.
Add to Chrome Explore EngGauge AI →AI Test Case Generator
Turn any feature, user story or requirement into structured test cases — positive, negative, edge and boundary scenarios — in seconds. Stop writing QA test cases by hand.
Add to Chrome Explore QAtalyst →AI API Test Generator
Capture live XHR and fetch network traffic and auto-generate runnable API tests with AI — payloads, headers and assertions included. No hand-written requests.
Add to Chrome Explore XHRScribe →Jira Ticket Analysis
AI-powered Jira ticket analysis right in your browser — surface insights, spot risks and make smarter project-management decisions without leaving the board.
Add to Chrome Explore Jira Compass →Local Help Search
Crawl a documentation site, index it entirely in your browser, and answer questions from that index with source citations — zero servers, zero per-query cost.
Add to Chrome Explore Sherpa →SEO & AI-Search Audit
Deep technical SEO and AI-readiness audit: indexability chains, 80+ on-page checks, JS vs HTML diff, bot view, and 1,000-page crawl. 100% local-first.
Add to Chrome Explore Refract SEO →Trace Bugs to Code & Flows
Trace reported bugs to exact repository lines and broken user flows. Use local Ollama or your own API key to diagnose root causes with test verification.
Add to Chrome Explore Tracely →LLM Repo Digests & Code Maps
Turn GitHub or GitLab repos and PRs into token-budgeted LLM digests. Generate hallucination-checked architecture READMEs with zero tracking or telemetry.
Add to Chrome Explore GitScribe →Most AI tools answer questions in a chat window that has none of your context. These extensions work from what's in your browser: the repository you're viewing, the traffic your app sends, the ticket on your board or the docs site you rely on. Several of them check the AI's answer before showing it. speeDB re-verifies every cited file and line against the repository, EngGauge AI cites a specific merge or pull request for every claim, and Sherpa answers with numbered citations and says when its index can't answer.
Several of these tools have no backend. litmus runs in a side panel with your own API keys and no account, EngGauge AI keeps tokens and keys in your Chrome profile, and Sherpa bundles its embedding model inside the extension, so queries cost nothing. Before you install any extension, check its Chrome Web Store listing for the exact permissions and privacy details.
If you ship LLM features, read the guide on building LLM-as-judge rubrics for system prompt testing. For the non-AI side of testing, see the QA testing extensions and the API testing extensions.