When the user wants to apply to startup accelerators, incubators, or fellowship programs. Also use when the user mentions "YC application", "Techstars", "accelerator", or "apply to programs".
中文简介正在准备中。当前显示原文说明。
When the user needs a security assessment — threat modeling, vulnerability review, auth flow audit, dependency scanning, or says "is this secure", "review for vulnerabilities", "threat model", "security audit", "pen test prep".
中文简介正在准备中。当前显示原文说明。
实测评分 未实测
查看安装方法安装前可以查看交给 AI 代理的指令内容。
From startup-context: tech stack, deployment environment, compliance requirements, data types. Also ask:
Follow a five-phase methodology. Automated scanning precedes manual review. Authorization verification is mandatory before active testing.
semgrep --config=auto across the codebasenpm audit / pip-audit / govulncheck / trivy fs .trivy image for containerized deployments# Security Review: [Scope Description]
## Executive Summary
Overall risk posture (Critical / High / Medium / Low), top findings count, and business impact summary.
## Threat Model (STRIDE)
| Threat | Category | Asset | Impact | Likelihood | Risk |
## Findings
### Critical / High / Medium / Low
- **[SEC-N] Title** — CVSS X.X — file:line — description, business impact, remediation with code example
## Auth Flow Assessment
End-to-end trace of authentication and authorization with findings.
## Dependency Vulnerabilities
| Package | Current Version | CVSS | Fix Version | Exploitable in Context? |
## Remediation Roadmap
Prioritized action list with timelines.
Apply to every component and data flow:
npm audit, pip-audit, trivy, govulnchecksemgrep --config=auto (all stacks), bandit (Python), gosec (Go), eslint-plugin-security (Node)npm audit / pip-audit / govulncheck / trivy fs .trivy imagecode-review — chain when findings require code-level fixes and reviewarchitecture-design — chain when findings reveal architectural security flawssoc2-prep — chain when review is part of compliance preparationExample prompt: "Review the security of our user authentication system. We use JWT with Express."
Good output snippet:
# Security Review: JWT Authentication System
## Executive Summary
Risk posture: **Critical**. Hardcoded JWT secret and non-expiring tokens.
## Findings
### Critical (CVSS 9.8)
- **[SEC-1] Hardcoded JWT secret** — auth/config.js:3 — Secret is
"supersecret123". Attacker can forge any token.
**Fix:** Move to env var, generate with `openssl rand -base64 64`.
### Critical (CVSS 9.1)
- **[SEC-2] Tokens never expire** — auth/jwt.js:12 — No `expiresIn`.
**Fix:** Set `expiresIn: '15m'`, implement refresh token rotation.
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When the user wants to apply to startup accelerators, incubators, or fellowship programs. Also use when the user mentions "YC application", "Techstars", "accelerator", or "apply to programs".
中文简介正在准备中。当前显示原文说明。
When the user needs to design or evaluate system architecture — service boundaries, data models, API contracts, infrastructure topology, database selection, or dependency analysis. Also activate for "design the system", "how should I architect this", "monolith vs microservices", or architecture decision records.
中文简介正在准备中。当前显示原文说明。
When the user needs to write a monthly or quarterly investor update, prepare a board deck, or communicate company progress to stakeholders.
中文简介正在准备中。当前显示原文说明。
When the user needs to identify at-risk accounts, understand why customers are leaving, reduce churn rate, build health scores, design save plays, or create win-back campaigns.
中文简介正在准备中。当前显示原文说明。
When the user needs to set up or improve CI/CD pipelines — GitHub Actions, GitLab CI, deployment automation, or says "set up CI", "automate deployment", "add tests to pipeline", "fix my build".
中文简介正在准备中。当前显示原文说明。
When the user asks for a code review, shares code for feedback, or says "review this", "check my code", "what's wrong with this". Also activate when reviewing a pull request or diff.
中文简介正在准备中。当前显示原文说明。