Our review
This skill guides security researchers in hunting for exploitable, reportable vulnerabilities in code repositories, filtering out noisy local-only findings and preparing bounty submissions.
Strengths
- Focuses on remotely reachable, user-controlled attack paths that matter for bounties.
- Provides a concrete triage workflow and a ready-to-use report structure.
- Explicitly avoids low-signal patterns that platforms often reject as informative or out of scope.
Limitations
- Requires hands-on security expertise to interpret tooling and validate exploitability.
- Does not replace deep manual review of each code path.
- Covers only a specific set of vulnerability patterns, not all possible issues.
Use when scanning a repository for exploitable vulnerabilities for a bounty program or responsible disclosure.
Do not use for general code quality reviews or CI/CD security best-practices audits outside of bounty scope.
Security analysis
CautionThe skill guides vulnerability discovery and includes a bash command to run semgrep, a static analysis tool. It does not instruct destructive or exfiltrating actions, but because it involves command execution and potential remote interaction for PoC verification, it is rated caution.
- •The skill instructs running semgrep via bash and crafting proof-of-concept requests, which involves executing commands and potentially interacting with remote systems; this is legitimate for bounty research but requires cautious handling.
Examples
Scan this repository for SSRF vulnerabilities. Focus on HTTP handlers that accept URLs from user input and trace the sink. Ignore local-only code paths and give me a ranked list of candidate vulnerabilities with code locations.Run semgrep on this repo and then triage the results. Drop tests, demos, fixtures, and vendored code. Keep only findings with a clear network or user-controlled route, and summarize the top exploit candidates.I found a command injection vulnerability in the file upload handler at src/upload.php line 45. The user-controlled filename is passed to shell_exec without sanitization. Write a complete bounty report with description, 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.