exploits-search
GitHub在VDB中搜索已知漏洞的利用程序，支持按生态、严重性等过滤。自动检测仓库技术栈并读取记忆文件以去重和记录发现结果，仅更新状态不修改代码，用于发现相关风险。
Trigger Scenarios
Install
npx skills add davepoon/buildwithclaude --skill exploits-search -g -y
SKILL.md
Frontmatter
{
"name": "exploits-search",
"model": "sonnet",
"description": "Search for exploits across all vulnerabilities with filtering by ecosystem, severity, source, and EPSS",
"allowed-tools": "Bash, Read, Glob, Grep, Edit, Write",
"argument-hint": "[search query]",
"user-invocable": true
}
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:
- Use Glob to check if
.vulnetix/memory.yamlexists in the repo root - If it exists, use Read to load it -- used in Step 4 to annotate results with prior status
- 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:
- Create a stub entry with
status: under_investigation,discovery.source: scan,decision.choice: investigating,decision.reason: "Discovered via /vulnetix:exploits-search" - 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
- Load
.vulnetix/memory.yamlif it exists - Use Glob to detect manifest files and determine repository ecosystems:
package.json,package-lock.json,yarn.lock,pnpm-lock.yaml--> npmgo.mod,go.sum--> goCargo.toml,Cargo.lock--> cargorequirements.txt,pyproject.toml,Pipfile,poetry.lock,uv.lock--> pypiGemfile,Gemfile.lock--> rubygemspom.xml,build.gradle,gradle.lockfile--> mavencomposer.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:
vulnetix vdb exploits search [flags] -o json
Examples:
# 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):
{
"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
- Use Read to load the current memory file (or start fresh)
- 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
- Use Write to save
- 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 searchreturns an error, suggest checkingvulnetix vdb statusfor 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.yamlcannot be written, warn but do not block results display
Important Reminders
- This skill does not modify application code -- it is a discovery tool
- This skill searches across all vulnerabilities -- it is not scoped to a single vuln ID (use
/vulnetix:exploitsfor that) - Auto-detect the repo ecosystem as a default filter to keep results relevant
- Exploitation maturity levels: NONE (0-14), POC (15-34), WEAPONIZED (35-54), ACTIVE (55-74), WIDESPREAD (75+)
- EPSS display: decimal in tables (0.97), not percentage
- Safe Harbour scores: not applicable to search results (they are per-version, not per-CVE)
- Always update
.vulnetix/memory.yamlfor results matching repo dependencies - CrowdSec sightings indicate live exploitation -- flag prominently
- Ransomware associations are high-priority signals -- always surface them
Version History
- 502fc01 Current 2026-07-05 15:17
