skills/security-bounty-hunter/SKILL.md
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.
npx skillsauth add affaan-m/everything-claude-code security-bounty-hunterInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Use this when the goal is practical vulnerability discovery for responsible disclosure or bounty submission, not a broad best-practices review.
Bias toward remotely reachable, user-controlled attack paths and throw away patterns that platforms routinely reject as informative or out of scope.
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 |
These are usually low-signal or out of bounty scope unless the program says otherwise:
pickle.loads, torch.load, or equivalent with no remote patheval() or exec() in CLI-only toolingshell=True on fully hardcoded commandssemgrep --config=auto --severity=ERROR --severity=WARNING --json
Then manually filter:
## 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]
Before submitting:
development
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development
Use when multiple consumers and providers must evolve an API or event schema without field drift, integration surprises, or one side silently redefining the interface.
tools
Query live GPU inventory, submit an authenticated Itô fixed-rate RFQ, inspect RFQ or procurement status, and run explicitly gated node qualification through the separately installed canonical CLI. Use when a user asks to find H100/H200 capacity, request a fixed compute rate, check Itô compute status, or validate GPU nodes.
data-ai
Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents. v2.1 adds project-scoped instincts to prevent cross-project contamination.