---
name: exploits-search
description: Search for exploits across all vulnerabilities with filtering by ecosystem, severity, source, and EPSS
argument-hint: [search query]
user-invocable: true
allowed-tools: Bash, Read, Glob, Grep, Edit, Write
model: sonnet
---

# Vulnetix Exploit Search Skill

This skill searches for vulnerabilities with known exploits across the entire VDB, with filtering by ecosystem, severity, exploit source, EPSS score, and CISA KEV status. Use it to **discover** exploited vulnerabilities relevant to your repository's technology stack. **This skill does not modify application code** -- it only updates `.vulnetix/memory.yaml` to track findings.

**How this differs from `/vulnetix:exploits`:** The existing `/vulnetix:exploits <vuln-id>` skill performs deep analysis of a *single known* vulnerability (PoC fetching, ATT&CK mapping, CWSS scoring). This skill *discovers* exploited vulnerabilities across the landscape, optionally filtered to your repository's ecosystems.

## Vulnerability Memory (.vulnetix/memory.yaml)

This skill reads and updates the `.vulnetix/memory.yaml` file in the repository root. This file is shared with `/vulnetix:fix`, `/vulnetix:exploits`, `/vulnetix:package-search`, `/vulnetix:vuln`, and `/vulnetix:remediation`.

### Schema

The canonical schema is defined in `/vulnetix:fix`. This skill creates minimal stub entries for newly discovered vulnerabilities that affect the repository.

### Reading Prior State

**At the start of every invocation:**

1. Use **Glob** to check if `.vulnetix/memory.yaml` exists in the repo root
2. If it exists, use **Read** to load it -- used in Step 4 to annotate results with prior status
3. Use **Glob** for `.vulnetix/scans/*.cdx.json` -- cross-reference against search results

### Writing Updated State

**After completing the search (Step 5):**

For each result that matches a dependency in the repository and is **not already tracked**:
1. Create a stub entry with `status: under_investigation`, `discovery.source: scan`, `decision.choice: investigating`, `decision.reason: "Discovered via /vulnetix:exploits-search"`
2. Append to `history`: `event: discovered`, detail: `"Found via exploit search (<filters used>)"`

For existing entries, do **not** change `status` or `decision`.

### VEX Status Mapping

- `not_affected` --> "Not affected"
- `affected` --> "Vulnerable"
- `fixed` --> "Fixed"
- `under_investigation` --> "Investigating"

## Workflow

### Step 1: Load Memory and Detect Repository Ecosystems

1. Load `.vulnetix/memory.yaml` if it exists
2. Use **Glob** to detect manifest files and determine repository ecosystems:
   - `package.json`, `package-lock.json`, `yarn.lock`, `pnpm-lock.yaml` --> **npm**
   - `go.mod`, `go.sum` --> **go**
   - `Cargo.toml`, `Cargo.lock` --> **cargo**
   - `requirements.txt`, `pyproject.toml`, `Pipfile`, `poetry.lock`, `uv.lock` --> **pypi**
   - `Gemfile`, `Gemfile.lock` --> **rubygems**
   - `pom.xml`, `build.gradle`, `gradle.lockfile` --> **maven**
   - `composer.json`, `composer.lock` --> **packagist**

The detected ecosystem is used as a default filter if the user does not specify one.

### Step 2: Parse Filters from User Message

Map the user's natural language and any explicit arguments to CLI flags:

**CLI Reference** (from `vulnetix vdb exploits search` docs):

| Flag | Type | Default | Description |
|------|------|---------|-------------|
| `--ecosystem` | string | -- | Filter by package ecosystem (npm, pypi, maven, go, cargo, nuget, rubygems, packagist, etc.) |
| `--source` | enum | -- | Filter by exploit source: `exploitdb`, `metasploit`, `nuclei`, `vulncheck-xdb`, `crowdsec`, `github`, `poc` |
| `--severity` | enum | -- | Filter by CVSS severity: `CRITICAL`, `HIGH`, `MEDIUM`, `LOW` |
| `--in-kev` | bool | false | Only show exploits listed in CISA KEV catalog |
| `--min-epss` | float | -- | Minimum EPSS score threshold (0.0-1.0) |
| `-q` | string | -- | Free-text search query (CVE ID, title, description) |
| `--sort` | enum | recent | Sort order: `recent`, `epss`, `severity`, `maturity` |
| `--limit` | int | 100 | Maximum results per page (1-100) |
| `--offset` | int | 0 | Pagination offset |
| `-o, --output` | string | pretty | Output format: `json` or `pretty` |

**Natural language mapping examples:**

| User says | Flags |
|-----------|-------|
| "npm exploits" | `--ecosystem npm` |
| "critical vulnerabilities" | `--severity CRITICAL` |
| "metasploit modules" | `--source metasploit` |
| "actively exploited" / "in KEV" | `--in-kev` |
| "high EPSS" / "likely exploited" | `--min-epss 0.7 --sort epss` |
| "critical npm with metasploit" | `--ecosystem npm --severity CRITICAL --source metasploit` |
| "remote code execution" | `-q "remote code execution"` |
| "sort by severity" | `--sort severity` |
| "sort by maturity" | `--sort maturity` |
| "first 20" / "top 20" | `--limit 20` |
| "next page" / "more" | `--offset <previous + limit>` |

**Auto-ecosystem detection:** If the user does not specify an ecosystem and the repository uses a single ecosystem, automatically add `--ecosystem <detected>`. If the repo uses multiple ecosystems, ask whether to filter or search across all.

If the argument `$ARGUMENTS` is provided as free text (not a flag), use it as the `-q` value.

### Step 3: Execute Exploit Search

Build and run the CLI command:

```bash
vulnetix vdb exploits search [flags] -o json
```

Examples:
```bash
# Search for critical npm exploits
vulnetix vdb exploits search --ecosystem npm --severity CRITICAL -o json

# CISA KEV entries with high EPSS
vulnetix vdb exploits search --in-kev --min-epss 0.5 --sort epss -o json

# Free-text search
vulnetix vdb exploits search -q "remote code execution" --ecosystem npm -o json

# Metasploit modules for Maven
vulnetix vdb exploits search --source metasploit --ecosystem maven -o json

# Sort by exploitation maturity
vulnetix vdb exploits search --ecosystem pypi --sort maturity --limit 20 -o json
```

**Response structure** (from V2 OAS ExploitSearchResult schema):

```json
{
  "timestamp": 1711382400000,
  "total": 142,
  "limit": 100,
  "offset": 0,
  "hasMore": true,
  "filters": { "ecosystem": "npm", "severity": "CRITICAL" },
  "results": [
    {
      "cveId": "CVE-2021-44228",
      "state": "PUBLISHED",
      "title": "Apache Log4j2 JNDI injection",
      "description": "...",
      "aliases": ["GHSA-jfh8-c2jp-5v3q"],
      "metrics": {
        "cvssV3Score": 10.0,
        "cvssV3Vector": "AV:N/AC:L/PR:N/UI:N/S:C/C:H/I:H/A:H",
        "cvssV4Score": null
      },
      "epss": { "score": 0.97, "percentile": 0.999 },
      "cess": { "score": 0.92 },
      "cwes": [{ "id": "CWE-502", "description": "Deserialization" }],
      "affectedProducts": [{ "vendor": "apache", "product": "log4j" }],
      "fixAvailability": { "hasRegistryFix": true, "hasSourceFix": true },
      "kev": {
        "inCisaKev": true,
        "dateAdded": "2021-12-10",
        "dueDate": "2021-12-24",
        "overdue": true,
        "ransomwareUse": true
      },
      "exploitationMaturity": {
        "score": 95,
        "level": "WIDESPREAD",
        "confidence": "HIGH"
      },
      "exploitTriviality": { "level": "TRIVIAL" },
      "exploitSources": {
        "exploitdb": 3,
        "metasploit": 2,
        "nuclei": 5,
        "github": 12,
        "vulncheckXdb": 1,
        "crowdsec": 1
      },
      "sightings": {
        "totalSightings": 50000,
        "uniqueIPs": 12000,
        "isActive": true
      },
      "timeline": {
        "publishedDate": "2021-12-09",
        "firstExploitDate": "2021-12-09",
        "ageDays": 1567
      },
      "ecosystems": ["maven", "npm"]
    }
  ]
}
```

### Step 4: Present Results

Render a results table:

```
Exploit Search Results
Filters: ecosystem=npm, severity=CRITICAL
Total: N results (showing 1-20)

| # | CVE ID          | Severity | EPSS | Maturity   | Exploit Sources       | KEV | Fix? |
|---|-----------------|----------|------|------------|-----------------------|-----|------|
| 1 | CVE-2021-44228  | critical | 0.97 | WIDESPREAD | ExDB:3 MSF:2 Nuc:5   | Yes | Yes  |
| 2 | CVE-2024-XXXXX  | critical | 0.82 | ACTIVE     | MSF:1 GH:3            | Yes | Yes  |
| 3 | CVE-2023-YYYYY  | critical | 0.65 | WEAPONIZED | ExDB:1 Nuc:2          | No  | No   |
```

**Column definitions:**
- **CVE ID** -- primary identifier
- **Severity** -- CVSS severity (critical/high/medium/low)
- **EPSS** -- Exploit Prediction Scoring System probability (0.00-1.00)
- **Maturity** -- exploitation maturity level: NONE, POC, WEAPONIZED, ACTIVE, WIDESPREAD
- **Exploit Sources** -- abbreviated counts: ExDB (ExploitDB), MSF (Metasploit), Nuc (Nuclei), GH (GitHub PoCs), VCX (VulnCheck XDB), CS (CrowdSec)
- **KEV** -- in CISA Known Exploited Vulnerabilities catalog (Yes/No). If overdue, append "(overdue)"
- **Fix?** -- whether a registry or source fix is available (Yes/No)

**Below the table**, for each result cross-reference with memory:
- If tracked: `CVE-2021-44228 -- Fixed (2024-01-15)` (developer-friendly status)
- If not tracked: no annotation

**CrowdSec activity** -- if any result has active sightings, note: `"N results have active CrowdSec sightings (live exploitation detected)"`

**Ransomware flag** -- if any KEV result has `ransomwareUse: true`, note: `"N results are associated with known ransomware campaigns"`

**Pagination:** `Showing 1-20 of 142. Say "next page" or "page 3" for more.`

**Actionable recommendations:**
- For any result: `"Run /vulnetix:exploits <vuln-id> for deep exploit analysis (PoCs, ATT&CK mapping, CWSS scoring)"`
- For results with fixes: `"Run /vulnetix:fix <vuln-id> for fix intelligence"` or `"Run /vulnetix:remediation <vuln-id> for a context-aware remediation plan"`
- For details: `"Run /vulnetix:vuln <vuln-id> for full vulnerability info"`

### Step 5: Update Vulnerability Memory

1. Use **Read** to load the current memory file (or start fresh)
2. For each result that matches a dependency in the repository (cross-ref affected products/ecosystems against repo manifests):
   - If not already tracked, create a stub entry
   - Record the search filters used in the history detail
3. Use **Write** to save
4. Confirm: `"Vulnerability memory updated: N new vulnerabilities tracked from exploit search"`

If no results match repo dependencies, skip memory updates and note: `"No results match packages in this repository. Consider broadening the search or checking other ecosystems."`

## Error Handling

- If `vulnetix vdb exploits search` returns an error, suggest checking `vulnetix vdb status` for API health
- If no results found, suggest broadening filters (remove severity, lower min-epss, try different ecosystem)
- If the user's natural language is ambiguous, ask for clarification rather than guessing
- If `.vulnetix/memory.yaml` cannot be written, warn but do not block results display

## Important Reminders

1. This skill **does not modify application code** -- it is a discovery tool
2. This skill searches **across all vulnerabilities** -- it is not scoped to a single vuln ID (use `/vulnetix:exploits` for that)
3. Auto-detect the repo ecosystem as a default filter to keep results relevant
4. Exploitation maturity levels: NONE (0-14), POC (15-34), WEAPONIZED (35-54), ACTIVE (55-74), WIDESPREAD (75+)
5. EPSS display: decimal in tables (0.97), not percentage
6. Safe Harbour scores: not applicable to search results (they are per-version, not per-CVE)
7. **Always update `.vulnetix/memory.yaml`** for results matching repo dependencies
8. CrowdSec sightings indicate live exploitation -- flag prominently
9. Ransomware associations are high-priority signals -- always surface them
