Skills DirectorySkills Directory
SkillsLearnSecurityCategoriesDocsBlogPro
Sign InSubmit Skill
Skills Directory

Security-tested agent skills for Claude, coding agents, and AI workflows.

Directory

  • Browse Skills
  • All Skills A–Z
  • Claude Skills
  • Claude Code Skills
  • Agent Skills
  • Categories
  • Authors
  • Submit a Skill

Learn

  • Learn Hub
  • Install Claude Skills
  • Write SKILL.md
  • Skills vs MCP
  • Directories Compared

Security

  • Security
  • Methodology
  • Secure Claude Skills
  • Security Badges
  • Chrome Extension
  • Skill Manager

Company

  • About
  • Community
  • Blog
  • API Docs
  • Advertise

2026 Skills Directory. All rights reserved.

ProTermsPrivacyRefunds
Back to skills

Advisory Mining

ASecurity

Mine GitHub Security Advisories and CVE databases for incomplete fixes, finding variant vulnerabilities in patched code or similar patterns in related packages.

2 stars
0 votes
0 copies
1 views
Added 10/2/2026
ai-agentsjavascriptgojavabashnodegitapidatabasesecurity

Works with

api

Security Analysis

A100/100

Pro scans all 3 files and shows the line behind each finding

Scanned 10/2/2026

$npx -y skills add ajtazer/heckit --skill advisory-mining --agent claude-code

Installs into .claude/skills of the current project.

Are you the author of Advisory Mining?

Add the live security badge to your README — it updates automatically with every re-scan.

Security grade badge for Advisory Mining
[![Security: A — Skills Directory](https://www.skillsdirectory.com/api/skills/ajtazer-advisory-mining/badge)](https://www.skillsdirectory.com/skills/ajtazer-advisory-mining)

More formats (shields.io, HTML) on the badges page. Keep it an A: scan every change in CI with Pro.

Download with Pro
Files
SKILL.md
---
name: advisory-mining
description: "Mine GitHub Security Advisories and CVE databases for incomplete fixes, finding variant vulnerabilities in patched code or similar patterns in related packages."
metadata:
  filePattern:
    - "**/CHANGELOG.md"
    - "**/SECURITY.md"
    - "**/.github/SECURITY.md"
  bashPattern:
    - "gh api.*advisories"
    - "curl.*nvd\\.nist\\.gov"
    - "git log.*security"
  priority: 75
---

# Advisory Mining -- Finding Incomplete Fixes

## When to Use

Looking for high-acceptance-rate findings. Incomplete fix variants have ~95% acceptance rate because:
1. The vulnerability class is already acknowledged
2. The fix proves the maintainer cares about security
3. The variant proves the fix was insufficient

## Process

### Step 1: Find Recent Advisories

```bash
# GitHub Advisory API -- recent npm advisories
gh api graphql -f query='
{
  securityAdvisories(first: 20, orderBy: {field: PUBLISHED_AT, direction: DESC}, ecosystem: NPM) {
    nodes {
      ghsaId
      summary
      severity
      publishedAt
      vulnerabilities(first: 5) {
        nodes {
          package { name ecosystem }
          vulnerableVersionRange
          firstPatchedVersion { identifier }
        }
      }
    }
  }
}'

# Search by keyword
gh api "/advisories?ecosystem=npm&keyword=injection&per_page=20"
gh api "/advisories?ecosystem=pip&keyword=traversal&per_page=20"
```

### Step 2: Read the Patch Diff

For each advisory:
1. Find the fix commit (linked in the advisory or CHANGELOG)
2. Read the diff carefully
3. Ask: what did they fix? What did they NOT fix?

```bash
# Find security-related commits
git log --oneline --all | grep -i "security\|fix\|vuln\|CVE\|patch\|sanitize"

# Read the patch
git show <commit_hash>
git diff <before_commit>..<fix_commit>
```

### Step 3: Check for Incomplete Fix Patterns

Common incomplete fixes:

| What Was Fixed | What Was Missed |
|---------------|-----------------|
| `../` blocked | `..\` not blocked (Windows) |
| `__proto__` filtered | `constructor.prototype` not filtered |
| One regex fixed | Similar regex in same file not fixed |
| One function fixed | Wrapper function calls it differently |
| Parsing fixed | Serialization has same bug |
| Validation added | Can be bypassed with encoding |
| One entry point fixed | Other entry points not covered |
| Input sanitized | Error messages leak unsanitized data |

### Step 4: Search for Same Pattern in Other Packages

If the vulnerability is in a common pattern (e.g., path.join without validation), search for it in similar packages:

```bash
# Use grep.app to find same pattern across repos
# See cross-pollination skill for details
```

### Step 5: Verify the Variant

Apply the fp-check skill to verify the variant is real before submitting.

## NVD API

```bash
# Search NVD for CVEs by keyword
curl "https://services.nvd.nist.gov/rest/json/cves/2.0?keywordSearch=xml+parser+javascript"

# Search by CPE
curl "https://services.nvd.nist.gov/rest/json/cves/2.0?cpeName=cpe:2.3:a:vendor:product:*"
```

## CVSS Guidance

Variant findings typically get:
- Same CVSS as original if the variant has same impact
- Higher CVSS if the variant bypasses the fix AND adds new impact
- Lower CVSS if the variant has additional prerequisites

## References

- [Diff Analysis](references/diff-analysis.md) -- How to read security patches
- [GHSA API](references/ghsa-api.md) -- GitHub Advisory API usage

Attribution

ajtazerajtazer
View sourceSee grades on GitHubMore from ajtazer →
SSkills DirectorySkills Directory

Ship a skill? Prove it's safe.

Free 120-pattern security scan, letter grade, and an embeddable README badge.

Submit a skill

Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.

Comments (0)

No comments yet. Be the first to comment!

SSkills DirectorySkills Directory

Ship a skill? Prove it's safe.

Free 120-pattern security scan, letter grade, and an embeddable README badge.

Submit a skill

Related Skills

Caveman

Terse caveman voice: answer first, fluff gone, every technical fact kept. Use for /caveman, "caveman mode", "talk like caveman", "be brief", "less tokens". Stays on until "stop caveman" or "normal mode".

1100021 votes

Hyperplan

Adversarial multi-agent planning skill. Self-orchestrates 5 hostile category members (unspecified-low, unspecified-high, deep, ultrabrain, artistry) via team-mode for ruthless cross-critique debate, distills only the defensible insights, then MANDATORILY hands the distilled insight bundle to the `plan` agent for executable plan formalization. Use when planning needs maximum rigor and surfacing of weak assumptions, blind spots, and over-engineering. Triggers: 'hyperplan', 'hpp', '/hyperplan', ...

698431 votes

Writing Skills

Create and manage Claude Code skills in HASH repository following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger patterns, working with hooks, debugging skill activation, or implementing progressive disclosure. Covers skill structure, YAML frontmatter, trigger types (keywords, intent patterns), UserPromptSubmit hook, and the 500-line rule. Includes validation and debugging with SKILL_DEBUG. Examples include rust-error-stack, cargo-dep...

3931 votes

Mcp Code Execution

Routes multi-tool workflows through MCP servers for large datasets and pipelines. Use when Bash tool overhead is limiting throughput on data-heavy tasks.

3421 votes

catchup

Recovers the conversation and failed tool calls of a previous Codex, Amp, Claude Code, Antigravity, Cline, Copilot CLI, Cursor, DeepSeek Harness, Grok Build, Kimi, OpenCode, Pi Agent, or ZCode session. Use when the user says "catch up", "what did the last session do", "get me up to speed", "I switched agents", asks to recover/summarize a previous session before continuing, or asks to diagnose or report a catchup failure. Do NOT use for the current conversation, git history, or any non-agent log.

741 votes
View all in ai-agents →