Our review
Focused skill for hunting remotely exploitable, bounty-worthy vulnerabilities in a codebase, with emphasis on real reportable impact over theoretical issues.
Strengths
- Clear inclusion/exclusion criteria for what counts as a valid finding.
- Provides a concrete triage workflow from scope check to PoC validation.
- Emphasizes reading real code paths and proving user-controlled input reaches a meaningful sink.
- Includes a structured report template suitable for Huntr, HackerOne, and similar programs.
Limitations
- Assumes the user has a target bounty program with defined scope; may still miss logic bugs not covered by listed patterns.
- Relies on manual verification—static tooling results alone are not enough.
- PoCs must be kept minimal and safe, which can be tricky on live systems.
When you need to find and report security vulnerabilities that are likely to be accepted by a bug bounty program.
When you need a general security best-practices review or hardening audit without a specific bounty or disclosure target.
Security analysis
SafeThe skill instructs vulnerability hunting via static analysis and code review, with a responsible disclosure focus. The only command shown is semgrep, a read-only static analysis tool, and no destructive, exfiltrating, or obfuscated actions are recommended.
No concerns found
Examples
Use the security bounty hunter workflow to scan this repo and list only remotely reachable, user-controlled vulnerabilities that could qualify for a Huntr or HackerOne submission.Run semgrep with --config=auto on this project, then filter the results down to real entrypoints and drop tests, local-only issues, and out-of-scope patterns. Show the shortlist.I found a reachable SQL injection in the /api/users endpoint. Help me write a bounty report using the required structure with vulnerable code snippet, PoC, impact, and affected version.name: security-bounty-hunter description: Hunt for exploitable, bounty-worthy security issues in repositories. Focuses on remotely reachable vulnerabilities that qualify for real reports instead of noisy local-only findings. Use when hunting reportable, remotely reachable vulnerabilities in a repository. metadata: version: "1.0.0" origin: ECC direct-port adaptation
Security Bounty Hunter
Use this when the goal is practical vulnerability discovery for responsible disclosure or bounty submission, not a broad best-practices review.
When to Use
- Scanning a repository for exploitable vulnerabilities
- Preparing a Huntr, HackerOne, or similar bounty submission
- Triage where the question is "does this actually pay?" rather than "is this theoretically unsafe?"
How It Works
Bias toward remotely reachable, user-controlled attack paths and throw away patterns that platforms routinely reject as informative or out of scope.
In-Scope Patterns
These are the kinds of issues that consistently matter:
| Pattern | CWE | Typical impact | | --- | --- | --- | | SSRF through user-controlled URLs | CWE-918 | internal network access, cloud metadata theft | | Auth bypass in middleware or API guards | CWE-287 | unauthorized account or data access | | Remote deserialization or upload-to-RCE paths | CWE-502 | code execution | | SQL injection in reachable endpoints | CWE-89 | data exfiltration, auth bypass, data destruction | | Command injection in request handlers | CWE-78 | code execution | | Path traversal in file-serving paths | CWE-22 | arbitrary file read or write | | Auto-triggered XSS | CWE-79 | session theft, admin compromise |
Skip These
These are usually low-signal or out of bounty scope unless the program says otherwise:
- Local-only
pickle.loads,torch.load, or equivalent with no remote path eval()orexec()in CLI-only toolingshell=Trueon fully hardcoded commands- Missing security headers by themselves
- Generic rate-limiting complaints without exploit impact
- Self-XSS requiring the victim to paste code manually
- CI/CD injection that is not part of the target program scope
- Demo, example, or test-only code
Workflow
- Check scope first: program rules, SECURITY.md, disclosure channel, and exclusions.
- Find real entrypoints: HTTP handlers, uploads, background jobs, webhooks, parsers, and integration endpoints.
- Run static tooling where it helps, but treat it as triage input only.
- Read the real code path end to end.
- Prove user control reaches a meaningful sink.
- Confirm exploitability and impact with the smallest safe PoC possible.
- Check for duplicates before drafting a report.
Example Triage Loop
semgrep --config=auto --severity=ERROR --severity=WARNING --json
Then manually filter:
- drop tests, demos, fixtures, vendored code
- drop local-only or non-reachable paths
- keep only findings with a clear network or user-controlled route
Report Structure
## Description
[What the vulnerability is and why it matters]
## Vulnerable Code
[File path, line range, and a small snippet]
## Proof of Concept
[Minimal working request or script]
## Impact
[What the attacker can achieve]
## Affected Version
[Version, commit, or deployment target tested]
Quality Gate
Before submitting:
- The code path is reachable from a real user or network boundary
- The input is genuinely user-controlled
- The sink is meaningful and exploitable
- The PoC works
- The issue is not already covered by an advisory, CVE, or open ticket
- The target is actually in scope for the bounty program
Security Audit Scanner
Security
Analyzes code to detect OWASP Top 10 vulnerabilities.
OWASP Security Checklist
Security
Generates application security checklists based on the OWASP Top 10.
Threat Model Generator
Security
Generates threat model documents with STRIDE analysis.