Probe
@probelabs • Next-gen context engineering for AI agents era. Use this route to separate flagship concentration from portfolio breadth before you treat a publisher as broadly strong.
Portfolio concentration
75%
Top three share
Shows whether the organization is driven by one breakout repo or several visible projects.
Breadth
29 repos
Visible snapshot
16 repositories updated in the last 90 days.
Leading language
Unknown
Portfolio mix
Unknown (8), TypeScript (5), Python (3)
Average size
3
Stars per repository
Useful for distinguishing one flagship-heavy publisher from a repeatable portfolio.
Updated: 2026-10-10(1h ago)GitHub API fallback29 repositories
75%
of the visible star count comes from this organization's top three repositories.
3
stars per repository in this same snapshot.
Unknown
is the most common language here, with 16 repositories updated in the last 90 days.
Why this rank
This organization stands out because its public portfolio is relatively balanced across 29 repositories.
Balanced portfolio across 29 reposTop 3 share 75%
Organization pages work best when you separate portfolio breadth from flagship concentration. In Probe's case, the visible top three repositories account for about 75% of total stars in this snapshot, which helps explain whether the organization is known for one breakout project or for a broader repeatable portfolio.
The dominant language mix here is Unknown (8), TypeScript (5), Python (3). That makes this page useful not just for popularity checks, but also for seeing what technical shape an organization's public ecosystem actually has.
Top Repositories
| # | Repository | Language | Stars |
|---|---|---|---|
| 1 | probelabs/maid A lightweight Mermaid diagram linter which helps humans and AI with perfect diagrams | TypeScript | 32 |
| 2 | probelabs/visor Visor — AI workflow engine for code review, assistants, and automation. Orchestrates checks, MCP tools, and AI providers with YAML-driven pipelines. Runs as GitHub Action, CLI, Slack bot, or HTTP API. | TypeScript | 23 |
| 3 | probelabs/memaris Stop re-teaching your AI. Turn past Claude Code sessions into persistent memory. | TypeScript | 7 |
| 4 | probelabs/afk Remote control and approval system for Claude Code via Telegram. Zero dependencies, Node.js 18+ built-ins only. | JavaScript | 6 |
| 5 | probelabs/logoscope AI‑Optimized Log Analysis CLI — patterns, temporal analytics, anomalies; streaming + npm wrapper. | Makefile | 5 |
| 6 | probelabs/aeo Measure whether Claude, Codex, and Grok mention your product. Two-arm local-CLI AEO: knowledge vs search, verbatim tool-call strings, a playbook for what to ship. | Python | 2 |
| 7 | probelabs/ste ASD-STE100 Simplified Technical English validator — Go library and AI-native CLI | JavaScript | 1 |
| 8 | probelabs/posthog-proof :hedgehog: PostHog is the leading platform for building self-driving products. Our developer tools – AI observability, analytics, session replay, flags, experiments, error tracking, logs, and more – capture all the context agents need to diagnose problems, uncover opportunities, and ship fixes. Steer it all from Slack, web, desktop, or the MCP. | 1 | |
| 9 | probelabs/graphql-fuzz Structure-aware GraphQL fuzzer: grammar-based query/operation/schema generators, GraphQL-aware mutations, and correctness gates for differential testing of GraphQL parsers (Rust). | Rust | 1 |
| 10 | probelabs/proof-action GitHub Action for running ReqProof verification audit on your project | Shell | 1 |
| 11 | probelabs/probelabs-assistant ProbeLabs AI Assistant - AI-powered assistant for exploring and working with ProbeLabs projects | Python | 1 |
| 12 | probelabs/probe-quickstart Quickstart template for building AI assistants with Probe — define skills, tools, and knowledge in YAML | 1 | |
| 13 | probelabs/SandboxJS Safe eval runtime | TypeScript | 1 |
| 14 | probelabs/visor-ee Visor Enterprise Edition - Commercial workflows for code analysis | 1 | |
| 15 | probelabs/omarchy Proof layer (requirements, tests, verified fixes) for Omarchy's menu and lock screen — a public case study. Upstream: omacom/omarchy. | Shell | 0 |
| 16 | probelabs/qc Deterministic checklist gate for AI-driven development (Cosmopolitan APE) | C | 0 |
| 17 | probelabs/visa-vulnerability-agentic-harness Visa Vulnerability Agentic Harness | 0 | |
| 18 | probelabs/cssomnom | 0 | |
| 19 | probelabs/amazon-bedrock-serverless-prompt-chaining-audit Private ReqProof audit workspace for aws-samples/amazon-bedrock-serverless-prompt-chaining. Contains undisclosed security findings — do not make public. | Python | 0 |
| 20 | probelabs/jsonparser THE fastest alternative JSON parser for Go that does not require schema | 0 | |
| 21 | probelabs/xml-fuzz | Rust | 0 |
| 22 | probelabs/json-fuzz Structure-aware JSON fuzzer: grammar-based generator, JSON-aware mutations, and correctness gates for differential testing of JSON parsers (Go). | Go | 0 |
| 23 | probelabs/xerj | Rust | 0 |
| 24 | probelabs/ssv-network SSV Network's smart contracts | TypeScript | 0 |
| 25 | probelabs/proof-tracker | 0 | |
| 26 | probelabs/proof-solidity-demo ReqProof Solidity Governor + Timelock dogfood case study | Solidity | 0 |
| 27 | probelabs/homebrew-proof Homebrew tap for the proof CLI | Ruby | 0 |
| 28 | probelabs/kind2 Multi-engine SMT-based automatic model checker for safety properties of Lustre programs | 0 | |
| 29 | probelabs/probelabs.com Official website for Probe Labs - home of Probe, Maid, and other developer tools | HTML | 0 |
Next step after the organization read
Open a flagship repository, compare a couple of portfolio leaders, or return to the organization map when you want a broader concentration read.
Learn and methodology
Keep trust-building context reachable, but behind the first data read instead of ahead of it.
How to read this organization snapshot
Total stars are useful as a discovery signal, but they do not tell you whether a team maintains every repository equally. Pair this page with release cadence, maintainer activity, and the flagship concentration shown above before making adoption decisions.
For broader background on GitStar's ranking logic and editorial guidance, see Methodology & Editorial Standards.