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hunt-business-logic

Hunting skill for business logic vulnerabilities. Built from 12 public bug bounty reports. Covers coupon-race-stacking (Instacart, Stripe, Reverb), negative-quantity-in-cart price tampering (Upserve, Eternal/Zomato), decimal/fraction price-field overflow (Shipt), client-side checkout amount trust on PayPal redirect (WordPress.org), price-per-unit mass-assignment (Krisp), and archived-price swap / cart-TOCTOU (Stripe). Use when hunting business logic — heavy emphasis on financial-impact-demonstrated cases.

76

Quality

96%

Does it follow best practices?

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SecuritybySnyk

Critical

Do not install without reviewing

SKILL.md
Quality
Evals
Security

Quality

Content

92%

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

The body is highly actionable with executable payloads, clear workflow, and validation checkpoints, and avoids teaching basics. Its main weakness is progressive disclosure: a large monolithic file where citations/scenarios could be externalized.

Suggestions

Move the 'Disclosed Report Citations' and 'Real Impact Examples' sections into a separate references file (e.g. references/report-citations.md) referenced one level deep from the body, improving progressive disclosure.

Consider extracting the detailed payload/detection patterns into references/payloads.md and keeping a concise overview inline to reduce the single-file length.

Add explicit pointer links (e.g. 'See references/x.md') once bundle files exist so navigation is clearly signaled rather than all content living inline.

DimensionReasoningScore

Conciseness

Every section adds information Claude would not already have (specific payloads, report citations, root causes) with no padding explaining what business-logic bugs are or how tools work, so the length earns its tokens.

3 / 3

Actionability

Provides copy-paste-ready curl/bash/HTTP payloads, concrete grep patterns, and exact request bodies (e.g. negative-quantity JSON, webhook POST) rather than pseudocode or vague direction.

3 / 3

Workflow Clarity

The 7-step methodology gives a clear sequence and the 'Gate 0 Validation' section provides explicit checkpoints (impact, victim loss, 10-minute reproducibility) with a refine-and-resubmit feedback loop.

3 / 3

Progressive Disclosure

Content is well sectioned but entirely monolithic in one ~230-line file; report citations and impact scenarios could be split into reference files, and there are no external references to verify.

2 / 3

Total

11

/

12

Passed

Description

100%

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A strong, specific description with concrete named subclasses, explicit trigger guidance, and a clear niche. It is third-person, comprehensive, and avoids vague fluff or over-claims.

DimensionReasoningScore

Specificity

Lists multiple concrete subclasses (coupon-race-stacking, negative-quantity-in-cart, decimal/fraction overflow, archived-price swap/cart-TOCTOU) with named platforms, matching the anchor for listing several specific concrete actions.

3 / 3

Completeness

Explicitly states what it does (hunts business-logic vulns, lists covered subclasses) and an explicit 'Use when hunting business logic' trigger clause, answering both what and when.

3 / 3

Trigger Term Quality

Includes natural hunting terms a user would say ('business logic vulnerabilities', 'price tampering', 'Use when hunting business logic') with good coverage rather than opaque jargon.

3 / 3

Distinctiveness Conflict Risk

Narrow niche (financial-impact business-logic hunting) with distinct, specific triggers unlikely to fire for unrelated skills like IDOR or race-condition hunting on their own.

3 / 3

Total

12

/

12

Passed

Validation

93%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

15

/

16

Passed

Repository
elementalsouls/Claude-BugHunter
Reviewed

Table of Contents

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