REPOGEO REPORT · LITE
asamassekou10/ship-safe
Default branch main · commit bdc59e22 · scanned 6/14/2026, 1:01:10 PM
GitHub: 729 stars · 82 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 asamassekou10/ship-safe, 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 README opening to clearly state its core function and target problems
Why:
CURRENT<p align="center"><strong>AI security agent for developers. Scan, fix, and ship safely.</strong></p>
COPY-PASTE FIX<p align="center"><strong>Ship-safe is a CLI security scanner for the agentic era. It detects CI/CD misconfigurations, hardcoded secrets, and AI/LLM supply chain risks, with automated fixes.</strong></p>
- mediumtopics#2Add more specific security topics to improve category visibility
Why:
CURRENTcli, devscops, npm, owasp, secrets, security, security-tools, static-analysis
COPY-PASTE FIXcli, devsecops, npm, owasp, secrets, security, security-tools, static-analysis, ci-cd-security, supply-chain-security, ai-security, llm-security, vulnerability-scanner, code-analysis
- mediumreadme#3Add a dedicated 'Problems Ship-safe Solves' section to the README
Why:
COPY-PASTE FIX## What Problems Does Ship-safe Solve? Ship-safe helps developers and security teams proactively identify and remediate critical vulnerabilities across their codebase, specifically targeting: - **CI/CD Misconfigurations:** Prevent pipeline exploits and insecure deployments. - **Hardcoded Secrets:** Eliminate exposed API keys, tokens, and credentials. - **Agent Permission Risks & MCP Tool Injection:** Secure your AI-driven development workflows. - **DMCA-flagged AI Dependencies:** Identify and mitigate risks from problematic AI components. - **Supply Chain Attacks:** Scan for vulnerabilities introduced via third-party packages and dependencies.
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.
- GitGuardian Internal Monitoring · recommended 1×
- trufflesecurity/trufflehog · recommended 1×
- semgrep/semgrep · recommended 1×
- bridgecrewio/checkov · recommended 1×
- Snyk Code · recommended 1×
- CATEGORY QUERYHow to find and fix CI/CD misconfigurations and hardcoded secrets in my codebase?you: not recommendedAI recommended (in order):
- GitGuardian Internal Monitoring
- TruffleHog (trufflesecurity/trufflehog)
- Semgrep (semgrep/semgrep)
- Checkov (bridgecrewio/checkov)
- Snyk Code
- SpectralOps
- Detectify
AI recommended 7 alternatives but never named asamassekou10/ship-safe. This is the gap to close.
Show full AI answer
- CATEGORY QUERYWhat are the best tools for scanning AI dependencies and automatically fixing code vulnerabilities?you: not recommendedAI recommended (in order):
- Snyk
- Dependabot
- OWASP Dependency-Check
- Trivy
- Black Duck by Synopsys
- Fossa
AI recommended 6 alternatives but never named asamassekou10/ship-safe. 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 asamassekou10/ship-safe?passAI did not name asamassekou10/ship-safe — likely talking about a different project
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
- If a team adopts asamassekou10/ship-safe in production, what risks or prerequisites should they evaluate first?passAI named asamassekou10/ship-safe 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 asamassekou10/ship-safe solve, and who is the primary audience?passAI named asamassekou10/ship-safe explicitly
AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?
Embed your GEO score
Drop this badge into the README of asamassekou10/ship-safe. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.
[](https://repogeo.com/en/r/asamassekou10/ship-safe)<a href="https://repogeo.com/en/r/asamassekou10/ship-safe"><img src="https://repogeo.com/badge/asamassekou10/ship-safe.svg" alt="RepoGEO" /></a>Subscribe to Pro for deep diagnoses
asamassekou10/ship-safe — 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