# agentshield-dev/agentshield > Open-source defense for Kubernetes and AWS: builds a graph of workloads, policies and traffic, finds lateral-movement paths and proposes fixes with human approval. - Magnitude: 0.6 out of 10 — Steady - Stars: 54 total · +0 stars measured 2026-10-27, 10:04–11:06 UTC, ≈ 1 by evening - Star trust: star growth looks organic - Category: Security · Language: Go · License: Apache-2.0 · Created: 2026-10-21 · Last push: 2026-10-24 - GitHub: https://github.com/agentshield-dev/agentshield · Homepage: https://agent-shield.dev · Page: https://gitnova.dev/en/r/agentshield-dev/agentshield ## Useful for - Run the in-browser demo playground without a cluster or database - Check whether a new NetworkPolicy opened a path that did not exist before - Approve a proposed policy fix after a dry-run ## Why it’s here - Star-counter measurements on 2026-10-27 (UTC), 10:04–11:06: 54 → 54 stars (+0). This is the change over that interval. - The repository is 6 days old and already has 54 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet. ## Star trust Star growth looks organic. Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer. ## Numbers - Forks: 2 - Issues and pull requests: 15 - Watchers: 1 - Average over the last week: 8 per day - Usual pace: too little history (under two weeks) - Stars in the last hour (measured): 0 ## Stars per day, last 7 days (oldest → newest, today is partial) 2026-10-21 … 2026-10-27: 0, 34, 15, 1, 1, 3, 0 ## More in this category 1. **NVIDIA/SkillSpector** — 7.7 · Breakout · Security · Python · +439 stars measured 2026-10-27, 00:34–10:51 UTC, ≈ 909 by evening Security scanner for AI agent skills: detects vulnerabilities, malicious patterns, prompt injection, data exfiltration, and supply-chain risks in Claude Code, Codex, and MCP skills before installation. Full card: https://gitnova.dev/en/r/NVIDIA/SkillSpector.md 2. **KillaBoi/StealMyBitcoin-PoC** — 7.6 · Early signal · Security · Python · +69 stars measured 2026-10-27, 00:34–10:51 UTC, ≈ 261 by evening A single-file Python proof of concept reproducing a PHP 8.4.26 memory-exhaustion exploit chain: leaks heap and code addresses via session cookies, then forges a HashTable to reach zif_system and run a command. Full card: https://gitnova.dev/en/r/KillaBoi/StealMyBitcoin-PoC.md 3. **DrWhax/unfairplay** — 6.7 · Early signal · Security · Go · +120 stars measured 2026-10-27, 00:34–10:51 UTC, ≈ 304 by evening A Go utility that recovers a FairPlay model from an enrolled Mac and uses it to decrypt personalized iOS IPAs. It does not sign in to Apple or download apps — it only decrypts IPAs you already have. Full card: https://gitnova.dev/en/r/DrWhax/unfairplay.md 4. **hevnsnt/CVEngine** — 5.5 · Early signal · Security · Python · +16 stars measured 2026-10-27, 00:34–10:51 UTC, ≈ 72 by evening Self-hosted external attack surface assessment platform: discovers internet-facing assets, fingerprints services and versions, matches live CVEs, and validates findings with safe read-only checks. Full card: https://gitnova.dev/en/r/hevnsnt/CVEngine.md 5. **cloudflare/security-audit-skill** — 5.3 · Peaking · Security · JavaScript · +634 stars measured 2026-10-27, 00:34–10:51 UTC, ≈ 1,410 by evening A coding-agent skill that turns the agent into a security auditor, running a multi-phase code audit with independently verified, machine-readable findings. Full card: https://gitnova.dev/en/r/cloudflare/security-audit-skill.md --- Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score. Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast. Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself. Data as of 2026-10-27 11:09 UTC, updated every 30 minutes.