rhodawk-ai-devops-engine / EXTERNAL_INTEGRATIONS.md
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feat: integrate Galaxy bugbounty checklist, clientside resources, paper2code
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External Knowledge & Tool Integrations

Rhodawk now embeds three external knowledge / capability sources directly into the runtime so the orchestrator and analysis engines can use them offline, without round-tripping to the public web on every audit.

Vendor Lives at Python module What it gives Rhodawk
jo-inc/camofox-browser /opt/camofox (npm) + node server camofox_client.py Anti-detection Firefox-fork browsing for live web tasks (cve_intel, repo_harvester, knowledge_rag, red_team_fuzzer, bounty_gateway)
0xmaximus/Galaxy-Bugbounty-Checklist vendor/galaxy_bugbounty/ bugbounty_checklist.py 24-category bug bounty methodology + payload corpora keyed by CWE / vuln tag
zomasec/client-side-bugs-resources vendor/clientside_bugs/ clientside_resources.py Curated client-side (XSS / CSP / postMessage / prototype-pollution / CORS) reading list β€” section-indexed
PrathamLearnsToCode/paper2code vendor/paper2code/ paper2code_engine.py arXiv-paper β†’ citation-anchored, ambiguity-audited Python scaffold (uses the existing OpenClaude gRPC bridge for LLM calls)

Where they plug into the existing engines

bugbounty_checklist.py

  • vuln_classifier.py β€” after CWE classification, call bugbounty_checklist.match_for_tag(cwe) to surface the canonical Galaxy checklist for that class (24 categories covered: XSS, SSRF, SQLi, OAuth, CSRF bypass, IDOR, file upload, request smuggling, rate-limit bypass, password reset, IIS, Log4Shell, WordPress, …).
  • red_team_fuzzer.py / harness_factory.py β€” call payloads_for("sql_injection") to seed the SQLi corpus from Galaxy's SQL.txt, or payloads_for("xss") to harvest inline XSS payload snippets from the README.
  • hermes_orchestrator.py β€” call hints_for_finding(cwe=..., label=..., description=...) to inject hand-curated tradecraft bullets into the triage prompt.

clientside_resources.py

  • knowledge_rag.py β€” seed_urls() returns a flat unique list of the upstream README's links, perfect as initial input to the embedding-store ingest loop.
  • red_team_fuzzer.py β€” for_tag("postmessage") returns the reference write-ups to attach to a generated client-side PoC.
  • vuln_classifier.py β€” search("dompurify") etc. surfaces reference research write-ups when classifying client-side findings.

paper2code_engine.py

  • hermes_orchestrator.py Night-Hunt mode β€” when a new primitive surfaces in the wild, call paper2code_engine.run(arxiv_url) to scaffold a reproduction under /data/paper2code/{slug}/ with an ambiguity audit. The orchestrator can then hand the scaffold to the OpenClaude gRPC bridge for completion.
  • training_store.py β€” register the scaffold's REPRODUCTION_NOTES.md + ambiguity_audit.json as a training example for the data flywheel.
  • knowledge_rag.py β€” the ambiguity audit (per-dimension SPECIFIED / PARTIALLY_SPECIFIED / UNSPECIFIED classification) is embedded alongside the paper text so the RAG store learns what is uncertain, not just what was written.

Quick programmatic checks

import bugbounty_checklist as bb
print(bb.stats())                      # {'categories': 24, 'total_payloads': ...}
print(bb.list_categories())
print(bb.payloads_for('sqli', limit=5))
print(bb.hints_for_finding(cwe='CWE-918'))

import clientside_resources as cs
print(cs.stats())                      # sections + resource count
print(cs.for_tag('prototype_pollution'))

import paper2code_engine as p2c
print(p2c.stats())                     # vendor + LLM availability
result = p2c.run('https://arxiv.org/abs/1706.03762')   # heuristic mode if no LLM
print(result.to_dict())

Vendoring policy

  • All three repos are mirrored under vendor/ so the runtime is self-contained and reproducible β€” no surprise upstream changes can break a Rhodawk scan in the middle of an engagement.
  • Re-vendoring is a manual operation (just git clone the upstream and copy the relevant directories) β€” version pinning is implicit through git history.
  • Source licenses (MIT for camofox-browser and clientside-bugs, MIT for paper2code, MIT for Galaxy-Bugbounty-Checklist) are preserved alongside the vendored content.