REPOGEO REPORT · LITE
step-security/harden-runner
Default branch main · commit ab7a9404 · scanned 5/16/2026, 6:37:29 AM
GitHub: 1,146 stars · 100 forks
Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface step-security/harden-runner, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.
Action plan — copy-paste fixes
3 prioritized changes generated by gemini-2.5-flash. Mark items done after you ship the fix.
- highreadme#1Reposition the README H1 to explicitly state its GitHub Actions focus
Why:
CURRENT# Harden-Runner
COPY-PASTE FIX# Harden-Runner: EDR for GitHub Actions Runners
- mediumreadme#2Add a 'Key Differentiators' section to the README
Why:
COPY-PASTE FIX## Key Differentiators Unlike generic EDRs or broader security platforms, Harden-Runner is purpose-built for CI/CD environments, specifically GitHub Actions. Its core differentiators include: - **Automatic Least-Privilege GITHUB_TOKEN:** Dynamically applies the minimum necessary permissions for the `GITHUB_TOKEN` at runtime. - **Tailored Network Egress Filtering:** Restricts outbound connections based on workflow needs, preventing data exfiltration. - **CI/CD Context Awareness:** Correlates security events directly with specific workflow runs, providing actionable insights.
- lowexamples#3Add a section with concrete examples of threats Harden-Runner mitigates
Why:
COPY-PASTE FIX## How Harden-Runner Mitigates Threats Harden-Runner actively protects against common CI/CD threats, including: - **Secret Exfiltration:** Blocks unauthorized outbound connections to prevent secrets from leaving your runner. - **Malicious Code Injection:** Detects unexpected process execution or file modifications. - **Supply Chain Compromise:** Monitors for suspicious activity that could indicate a compromised dependency.
Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash
Category visibility — the real GEO test
Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?
Same questions for every model — switch tabs to compare answers and rankings.
- Aqua Security · recommended 2×
- Lacework · recommended 1×
- Falco · recommended 1×
- Wazuh · recommended 1×
- Sysdig Secure · recommended 1×
- CATEGORY QUERYHow can I secure GitHub Actions runners against runtime threats and monitor network egress?you: not recommendedAI recommended (in order):
- Lacework
- Falco
- Wazuh
- Aqua Security
- Sysdig Secure
- Palo Alto Networks Prisma Cloud
- Cloudflare Gateway
AI recommended 7 alternatives but never named step-security/harden-runner. This is the gap to close.
Show full AI answer
- CATEGORY QUERYWhat are effective solutions for supply chain security monitoring in ephemeral CI/CD environments?you: not recommendedAI recommended (in order):
- Aqua Security
- Snyk
- Anchore
- Tricentis
- GitLab Ultimate
- JFrog Xray
- Google Cloud's Assured Open Source Software
- Binary Authorization
AI recommended 8 alternatives but never named step-security/harden-runner. This is the gap to close.
Show full AI answer
Objective checks
Rule-based audits of metadata signals AI engines weight most.
- Metadata completenesspass
- README presencepass
Self-mention check
Does AI even know your repo exists when asked about it directly?
- Compared to common alternatives in this category, what is the core differentiator of step-security/harden-runner?passAI named step-security/harden-runner explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- If a team adopts step-security/harden-runner in production, what risks or prerequisites should they evaluate first?passAI named step-security/harden-runner explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- In one sentence, what problem does the repo step-security/harden-runner solve, and who is the primary audience?passAI named step-security/harden-runner explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
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step-security/harden-runner — Lite scans stay free; this card itemizes Pro deep limits vs Lite.
- Deep reports10 / month
- Brand-free category queries5 vs 2 in Lite
- Prioritized action items8 vs 3 in Lite