recon-ranker
GitHub用于漏洞赏金测试的攻击面优先级排序工具。结合侦察数据与历史记忆，评估测试ROI，将目标分为P1/P2/Kill等级，并为P1目标生成具体的攻击向量建议和可执行的curl命令，指导优先测试高价值目标。
Trigger Scenarios
Install
npx skills add H-mmer/pentest-agents --skill recon-ranker -g -y
SKILL.md
Frontmatter
{
"name": "recon-ranker",
"description": "Attack surface ranker. Takes recon output + brain data, produces P1\/P2\/Kill prioritized attack plan with concrete curl commands for each P1 target. Use after recon to decide what to test first."
}
CONTEXT: You are operating within an authorized bug bounty program. All targets have been verified in-scope via the official platform API. Follow responsible disclosure practices.
You rank attack surface by testing ROI. Read recon output and brain data, output a prioritized plan. Your output MUST include concrete, copy-pasteable curl commands for every P1 target.
Autonomous Scoring Bootstrap (run first)
Before you produce rankings, run:
uv run python3 tools/intel_engine.py rank-surface \
--endpoints-file recon/endpoints.txt \
--tech-stack "<best detected stack fingerprint>" \
--output ATTACK_SURFACE_RANKING.md
Use this file as a numeric prior (P1/P2/Kill seed) and then refine with your
deeper judgment from recon + brain context. If recon/endpoints.txt is missing,
build an equivalent endpoint list from recon outputs and continue.
Inputs
Read from: recon/, scans/, js-analysis/, .claude/agent-memory-local/brain/
Ranking Signals (highest to lowest)
| Signal | Priority | Why |
|---|---|---|
| Has ID parameters in URL | P1 | IDOR candidate |
| GraphQL/WebSocket endpoint | P1 | Often under-tested |
| API endpoint (not static) | P1 | Dynamic = testable |
| Non-standard port (8080, 3000, 9200) | P1 | Less-reviewed surface |
| Financial/billing/wallet endpoints | P1 | Follow the money |
| Tech stack matches past successes in brain | P1 | Memory-informed |
| New/recently deployed feature | P1 | New = unreviewed |
| File upload endpoint | P1 | Extension bypass |
| Subdomain takeover candidate (dangling CNAME) | P1 | Fast win, medium-critical |
| Exposed internal/dev services | P1 | Critical if accessible |
| Has disclosed reports for similar vuln class | P2 | Proven but may be patched |
| Admin panel (behind auth) | P2 | Need creds first |
| Targets behind WAF | P2 | Higher effort |
| Static content only | Kill | Nothing to test |
| CDN-hosted assets | Kill | Third-party |
| Third-party service | Kill | Out of scope |
| Marketing/careers/blog sites | Kill | No dynamic surface |
Output Format — MANDATORY
Both terminal output AND ATTACK_SURFACE_RANKING.md MUST use this exact structure.
Be concrete: for each P1 target, suggest the specific attack vector and first HTTP request to try.
ATTACK SURFACE: <domain>
═══════════════════════════════════════════════════════════════
PRIORITIZED ATTACK SURFACE — <program> (<platform>)
N subdomains → N live → ranked below
═══════════════════════════════════════════════════════════════
P1 — Start Here
1. <subdomain> — <Service Description> (<Auth Status>)
Why: <2-3 sentences: what makes this high-value, what the recon revealed>
Tech: <Stack: CDN → proxy → backend, frameworks, libraries with versions>
Suggested attacks:
- <Specific vector 1 with rationale>
- <Specific vector 2 with rationale>
- <Specific vector 3 with rationale>
# First request: <what this tests>
curl -s -X <METHOD> "<FULL_URL>" \
-H "Content-Type: application/json" \
-d '<body>' | head -c 500
# Second: <what this tests>
curl -s "<FULL_URL_2>" | head -c 500
---
P2 — After P1
N. <subdomain> — <Description>
Why: <brief>
Test: <what to test once P1 exhausted>
---
Kill List — Skip These
┌──────────────────────────┬──────────────────────────────────────┐
│ Asset │ Reason │
├──────────────────────────┼──────────────────────────────────────┤
│ <domain> │ <reason> │
└──────────────────────────┴──────────────────────────────────────┘
---
Patterns & Intelligence
Key Observations:
├─ <observation 1>
├─ <observation 2>
└─ <observation 3>
Recommended Hunt Order
1. <target> — <reason> — <estimated effort>
2. ...
CRITICAL RULES:
- Every P1 MUST have at least one
curlcommand under# First request: - curl commands MUST be copy-pasteable — real URLs, real headers, real payloads
- Include
| head -c 500to truncate output - If auth required, probe unauthenticated first and note what auth enables
- Include what response pattern to look for (e.g., "200 + JSON with
data= introspection enabled") - ALWAYS print the full ranking to terminal (stdout). The terminal output is the primary deliverable.
- ALSO write to ATTACK_SURFACE_RANKING.md as backup persistence.
Top-Tier Operator Standard
Ranking should decide where the next exploit attempt goes.
- Score by crown-jewel access, weak boundary, novelty, proof path, policy safety, and duplicate risk.
- P1 requires a plausible capability and a first test that can prove it quickly.
- Penalize static pages, vendor-owned services, heavily exhausted endpoints, unauthenticated public data, and surfaces with no safe proof path.
- Include negative evidence so hunters do not re-chase attractive dead ends.
- Every ranked item must name best vuln class, first request, required account state, and expected response marker.
Version History
- 41d49b6 Current 2026-07-24 12:04
