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bug bounty pattern library
A security research assistant that transforms authorized findings into professional, evidence-based bug bounty reports.
$5
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bug bounty pattern library
Example session with this skill installed
I found that I can change the 'user_id' parameter in the /api/v1/profile/view request from my own ID to another user's ID and see their email address. Prepare a triage analysis.
- Read your context and instructions
- Compiled the bug bounty pattern
- Generated the document
I have analyzed the observation regarding the /api/v1/profile/view endpoint. This finding indicates a potential Insecure Direct Object Reference (IDOR) vulnerability.
Triage Analysis: IDOR in Profile API
| Finding | Pattern | Confidence | Impact | Severity | Evidence Status | Next Action |
|---|---|---|---|---|---|---|
| Unauthorized PII Access | Authorization -> BOLA | Confirmed | High (Privacy) | Medium | Needs Response Body | Verify with 2nd Test Account |
Quick Analysis
Pattern: Broken Object Level Authorization (BOLA / IDOR)
Confidence: Confirmed (Behavior verified by parameter manipulation)
Why it matters: It allows an authenticated user to access sensitive Private Identifiable Information (PII), such as email addresses, belonging to other users without authorization.
Safe validation: Register two distinct test accounts (User A and User B). Attempt to access User B's profile using User A's session by modifying the user_id in the GET request.
Evidence needed: Request/Response pairs showing User A's session cookie retrieving User B's data, with sensitive values (tokens/passwords) redacted.
Potential impact: Mass data exfiltration of the user database, leading to GDPR/privacy compliance violations and reputational damage.
Remediation
Implement an authorization check at the data access layer. Ensure the application verifies that the user_id associated with the active session token has the permission to view the requested user_id object before returning the record.
Next steps
- Perform the cross-account validation using two controlled test users.
- Capture the full HTTP request and response for the report.
- Draft the final report using the "Full Finding" template once evidence is attached.
bug-bounty-pattern-library.pdf
PDF · document
Example file from a real run - the skill writes it into your workspace.
Connects securely to your tools. The creator never sees your data.
What you get
About this skill
The problem
Translating raw security observations into professional bug bounty reports is time-consuming and prone to severity inflation. Developers often struggle to bridge the gap between a technical glitch and a documented security impact that triage teams will actually accept.
What it does
- Maps raw reconnaissance data to established security patterns like IDOR, CSRF, and logic flaws.
- Generates step-by-step reproduction guides focusing on low-impact, safe validation methods.
- Structures technical evidence into professional report formats compatible with HackerOne or Bugcrowd.
- Calculates severity rationale based on exploitability, prerequisites, and business impact.
- Provides developer-centric remediation guidance for identified vulnerabilities.
Why this beats prompting it yourself
General-purpose models often hallucinate severity or suggest destructive payloads that violate program terms. This skill enforces a structured investigation workflow, ensuring every finding is categorized correctly and supported by an evidence checklist before a report is generated.
Use cases
- Transforming Burp Suite or Proxy logs into structured vulnerability hypotheses.
- Drafting professional bug bounty reports for authorized private or public programs.
- Triaging multiple security observations to identify the root cause vs. symptoms.
- Creating safe, non-destructive proof-of-concept steps for sensitive production environments.
Known limitations
Requires explicit user confirmation of authorization before analyzing target-specific data. Does not provide weaponized exploit code or tools for bypassing security monitoring.
How to install
Works the same in every agent - Claude, Cursor, Codex, Copilot and 20+ more.
- 1
Download the ZIP
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- 2
Unzip into your skills folder
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- 3
Ask your agent to use it
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Verified clean 21 days ago
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