{"adoption": {"forks": 569, "observed_at": "2026-08-28T04:08:13.521845+00:00", "stars": 3672}, "canonical_url": "https://ross.abutalabs.com/products/raptor", "card": {"archived": false, "artifact_type": "framework", "description": "Raptor turns Claude Code into a general-purpose AI offensive/defensive security agent. By using Claude.md and creating rules, sub-agents, and skills, and orchestrating security tool usage, we configure the agent for adversarial thinking, and perform research or attack/defense operations.", "domain": ["security", "penetration-testing", "artificial-intelligence", "developer-tools"], "enriched": true, "function": ["agent-framework", "security", "penetration-testing", "vulnerability-scanning", "llm-inference", "prompt-engineering"], "health_score": 98, "homepage": null, "language": "Python", "license": "NOASSERTION", "license_family": "other", "maturity": "active", "member_repos": ["gadievron/raptor"], "name": "gadievron/raptor", "platform": ["python", "cli"], "pushed_at": "2026-08-26T12:17:28+00:00", "repo": "gadievron/raptor", "stars": 3672, "tags": ["claude-code", "offensive-security", "vulnerability-research", "exploit-development", "red-team", "autonomous-agents", "binary-analysis", "static-analysis", "ai-agents", "linux", "macos"], "topics": [], "urls": [], "use_cases": ["run autonomous penetration testing against a codebase", "validate and triage vulnerabilities with an LLM agent", "generate exploits for discovered bugs", "automate security research on binaries", "configure Claude Code as a red team / blue team agent", "automatically write patches for found vulnerabilities"], "what_it_is": "RAPTOR is an autonomous offensive/defensive security research framework built on top of Claude Code, chaining static analysis, binary analysis, LLM-powered vulnerability validation, exploit generation, and patch writing into a single workflow. It configures the AI agent for adversarial thinking via rules, sub-agents, and skills, and orchestrates security tool usage against codebases or binaries.", "when_to_avoid": ["you need polished, production-grade security tooling with support guarantees", "you cannot use Claude Code or an equivalent LLM analysis layer", "your use case is commercial and incompatible with the CodeQL license restrictions"], "when_to_choose": ["you already use Claude Code and want a security-focused agent setup", "you need an orchestrated pipeline from static/binary analysis to exploit and patch generation", "you want an extensible framework with sub-agents and skills for adversarial security research"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/raptor", "repo": "gadievron/raptor", "role": "main", "score": 66}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:08:13.521845+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-29T18:31:18.401893+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "548b09911e0b7436e7ce12726476d99dd1cb843ff8777d5bb11585fbcaa2757a", "fetched_at": "2026-08-28T04:08:13.521845+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gadievron/raptor"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:08:13.521845+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-29T18:31:18.401893+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "548b09911e0b7436e7ce12726476d99dd1cb843ff8777d5bb11585fbcaa2757a", "fetched_at": "2026-08-28T04:08:13.521845+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gadievron/raptor"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-29T18:31:18.401893+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "548b09911e0b7436e7ce12726476d99dd1cb843ff8777d5bb11585fbcaa2757a", "fetched_at": "2026-08-28T04:08:13.521845+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gadievron/raptor"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:08:13.521845+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:08:13.521845+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:08:13.521845+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-29T18:31:18.401893+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "548b09911e0b7436e7ce12726476d99dd1cb843ff8777d5bb11585fbcaa2757a", "fetched_at": "2026-08-28T04:08:13.521845+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gadievron/raptor"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:08:13.521845+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:08:13.521845+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-29T18:31:18.401893+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "548b09911e0b7436e7ce12726476d99dd1cb843ff8777d5bb11585fbcaa2757a", "fetched_at": "2026-08-28T04:08:13.521845+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gadievron/raptor"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:08:13.521845+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:08:13.521845+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:08:13.521845+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-29T18:31:18.401893+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "548b09911e0b7436e7ce12726476d99dd1cb843ff8777d5bb11585fbcaa2757a", "fetched_at": "2026-08-28T04:08:13.521845+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gadievron/raptor"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:08:13.521845+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:08:13.521845+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-29T18:31:18.401893+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "548b09911e0b7436e7ce12726476d99dd1cb843ff8777d5bb11585fbcaa2757a", "fetched_at": "2026-08-28T04:08:13.521845+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gadievron/raptor"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-29T18:31:18.401893+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "548b09911e0b7436e7ce12726476d99dd1cb843ff8777d5bb11585fbcaa2757a", "fetched_at": "2026-08-28T04:08:13.521845+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gadievron/raptor"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-29T18:31:18.401893+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "548b09911e0b7436e7ce12726476d99dd1cb843ff8777d5bb11585fbcaa2757a", "fetched_at": "2026-08-28T04:08:13.521845+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gadievron/raptor"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-29T18:31:18.401893+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "548b09911e0b7436e7ce12726476d99dd1cb843ff8777d5bb11585fbcaa2757a", "fetched_at": "2026-08-28T04:08:13.521845+00:00", "kind": "readme", "missing": false, "url": "https://github.com/gadievron/raptor"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 99, "longevity": 22, "rhythm": 48}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": ["no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 320, "days_push": 7, "days_rel": 132, "gap_med": null, "n_releases_24m": 1}, "score": 66, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}