{"adoption": {"forks": 72, "observed_at": "2026-08-28T04:03:25.096807+00:00", "stars": 1058}, "canonical_url": "https://ross.abutalabs.com/products/chainreactors-spray", "card": {"archived": false, "artifact_type": "cli-tool", "description": "最好用最智能最可控的目录Fuzz工具 | The most powerful, user-friendly, intelligent, and precise HTTP Fuzzer.", "domain": ["security", "penetration-testing", "web-development"], "enriched": true, "function": ["security", "web-scraping", "http-client", "cli", "developer-tools"], "health_score": 95, "homepage": "https://chainreactors.github.io/wiki/spray/", "language": "Go", "license": "GPL-3.0", "license_family": "copyleft", "maturity": "active", "member_repos": ["chainreactors/spray"], "name": "chainreactors/spray", "platform": ["windows", "cli", "go"], "pushed_at": "2026-07-19T20:32:35+00:00", "repo": "chainreactors/spray", "stars": 1058, "tags": ["directory-bruteforce", "content-discovery", "http-fuzzing", "fingerprinting", "red-team", "wordlist-generation", "waf-detection", "command-line", "linux", "macos"], "topics": ["security-tools", "redteam", "security"], "urls": [], "use_cases": ["bruteforce hidden directories and files on a web server", "generate wordlists with masks and hashcat-style rules", "fingerprint web technologies during reconnaissance", "scan for backup files and common sensitive files", "bulk scan multiple URLs for interesting paths", "resume an interrupted directory scan", "detect WAF blocking and bans during fuzzing"], "what_it_is": "Spray is a high-performance HTTP directory fuzzing and content discovery tool written in Go, positioned as a next-generation alternative to feroxbuster, ffuf, and dirsearch. It combines directory bruteforcing with mask/rule-based wordlist generation, intelligent dynamic filtering, web fingerprinting, sensitive information extraction, and resume support.", "when_to_avoid": ["you need a general-purpose HTTP parameter fuzzing tool with complex payload injection (use ffuf)", "you only need a simple, minimal directory scanner with a small feature set", "you require a GUI-driven scanning workflow", "you need a distributed scanning solution today (cloud/distribution features are still on the roadmap)"], "when_to_choose": ["you need faster directory bruteforcing than ffuf or feroxbuster, especially across many targets", "you want built-in fingerprinting, crawling, and backup-file discovery in one tool", "you need mask- or rule-based dictionary generation instead of static wordlists", "you want smart automatic filtering of invalid pages with fine-grained control"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/chainreactors-spray", "repo": "chainreactors/spray", "role": "main", "score": 93}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:03:25.096807+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T06:57:45.518805+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "32f874104605538f5637d0557dd5da668a4523a5635112f0efc10e25f641f15e", "fetched_at": "2026-08-28T04:03:25.096807+00:00", "kind": "readme", "missing": false, "url": "https://github.com/chainreactors/spray"}, {"content_hash": "23296d5b0afbfae707eba84fbd389fedb9efbbf4136dbbe12f5daeca54e2a7e5", "fetched_at": "2026-08-29T12:59:20.213392+00:00", "kind": "homepage", "missing": false, "url": "https://chainreactors.github.io/wiki/spray/"}, {"content_hash": "d505cd303139cefd7592b9085e50254603a0bbaf5a4fff16fb2051843422813c", "fetched_at": "2026-08-29T12:59:20.222901+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started"}, {"content_hash": "1f963ba08c60424c07940e791184a6487516092c7186be9f2418b6a5f8e89bc9", "fetched_at": "2026-08-29T12:59:20.225303+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started/concepts"}, {"content_hash": "7741cdba9ce12d437f176c943fef32d39f5c805d2283e4aff79be884a0de4f63", "fetched_at": "2026-08-29T12:59:20.227394+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started/design"}, {"content_hash": "8758eccc1a0710a612e12e626b9fbb8d39428d42ed12acc984c6116bb99aafd4", "fetched_at": "2026-08-29T12:59:20.229703+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started/roadmap"}, {"content_hash": "d51ca7e7c06fdbc37c822f7ee6a59be347c3d883e458e794285bf89b6b8bf729", "fetched_at": "2026-08-29T12:59:20.231586+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/user-guide/client-quickstart"}, {"content_hash": "868defb49d3fa550de4970f17c6d3dc9a41188a3e314fb82fb4b5eb0b4b719c9", "fetched_at": "2026-08-29T12:59:20.233350+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/development/mals/quickstart"}, {"content_hash": "529a7d141f184e6e12d567aaf4cac24d41d6f4de024763cc951c0cdb638780ca", "fetched_at": "2026-08-29T12:59:20.235498+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/malefic/getting-started"}, {"content_hash": "72cb7cbd407c9d8773e53cc9b750673cb0f0262399ae51de80587e0bb04702e8", "fetched_at": "2026-08-29T12:59:20.237435+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/malefic/getting-started/architecture"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:03:25.096807+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T06:57:45.518805+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "32f874104605538f5637d0557dd5da668a4523a5635112f0efc10e25f641f15e", "fetched_at": "2026-08-28T04:03:25.096807+00:00", "kind": "readme", "missing": false, "url": "https://github.com/chainreactors/spray"}, {"content_hash": "23296d5b0afbfae707eba84fbd389fedb9efbbf4136dbbe12f5daeca54e2a7e5", "fetched_at": "2026-08-29T12:59:20.213392+00:00", "kind": "homepage", "missing": false, "url": "https://chainreactors.github.io/wiki/spray/"}, {"content_hash": "d505cd303139cefd7592b9085e50254603a0bbaf5a4fff16fb2051843422813c", "fetched_at": "2026-08-29T12:59:20.222901+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started"}, {"content_hash": "1f963ba08c60424c07940e791184a6487516092c7186be9f2418b6a5f8e89bc9", "fetched_at": "2026-08-29T12:59:20.225303+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started/concepts"}, {"content_hash": "7741cdba9ce12d437f176c943fef32d39f5c805d2283e4aff79be884a0de4f63", "fetched_at": "2026-08-29T12:59:20.227394+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started/design"}, {"content_hash": "8758eccc1a0710a612e12e626b9fbb8d39428d42ed12acc984c6116bb99aafd4", "fetched_at": "2026-08-29T12:59:20.229703+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started/roadmap"}, {"content_hash": "d51ca7e7c06fdbc37c822f7ee6a59be347c3d883e458e794285bf89b6b8bf729", "fetched_at": "2026-08-29T12:59:20.231586+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/user-guide/client-quickstart"}, {"content_hash": "868defb49d3fa550de4970f17c6d3dc9a41188a3e314fb82fb4b5eb0b4b719c9", "fetched_at": "2026-08-29T12:59:20.233350+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/development/mals/quickstart"}, {"content_hash": "529a7d141f184e6e12d567aaf4cac24d41d6f4de024763cc951c0cdb638780ca", "fetched_at": "2026-08-29T12:59:20.235498+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/malefic/getting-started"}, {"content_hash": "72cb7cbd407c9d8773e53cc9b750673cb0f0262399ae51de80587e0bb04702e8", "fetched_at": "2026-08-29T12:59:20.237435+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/malefic/getting-started/architecture"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T06:57:45.518805+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "32f874104605538f5637d0557dd5da668a4523a5635112f0efc10e25f641f15e", "fetched_at": "2026-08-28T04:03:25.096807+00:00", "kind": "readme", "missing": false, "url": "https://github.com/chainreactors/spray"}, {"content_hash": "23296d5b0afbfae707eba84fbd389fedb9efbbf4136dbbe12f5daeca54e2a7e5", "fetched_at": "2026-08-29T12:59:20.213392+00:00", "kind": "homepage", "missing": false, "url": "https://chainreactors.github.io/wiki/spray/"}, {"content_hash": "d505cd303139cefd7592b9085e50254603a0bbaf5a4fff16fb2051843422813c", "fetched_at": "2026-08-29T12:59:20.222901+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started"}, {"content_hash": "1f963ba08c60424c07940e791184a6487516092c7186be9f2418b6a5f8e89bc9", "fetched_at": "2026-08-29T12:59:20.225303+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started/concepts"}, {"content_hash": "7741cdba9ce12d437f176c943fef32d39f5c805d2283e4aff79be884a0de4f63", "fetched_at": "2026-08-29T12:59:20.227394+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started/design"}, {"content_hash": "8758eccc1a0710a612e12e626b9fbb8d39428d42ed12acc984c6116bb99aafd4", "fetched_at": "2026-08-29T12:59:20.229703+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started/roadmap"}, {"content_hash": "d51ca7e7c06fdbc37c822f7ee6a59be347c3d883e458e794285bf89b6b8bf729", "fetched_at": "2026-08-29T12:59:20.231586+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/user-guide/client-quickstart"}, {"content_hash": "868defb49d3fa550de4970f17c6d3dc9a41188a3e314fb82fb4b5eb0b4b719c9", "fetched_at": "2026-08-29T12:59:20.233350+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/development/mals/quickstart"}, {"content_hash": "529a7d141f184e6e12d567aaf4cac24d41d6f4de024763cc951c0cdb638780ca", "fetched_at": "2026-08-29T12:59:20.235498+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/malefic/getting-started"}, {"content_hash": "72cb7cbd407c9d8773e53cc9b750673cb0f0262399ae51de80587e0bb04702e8", "fetched_at": "2026-08-29T12:59:20.237435+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/malefic/getting-started/architecture"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:03:25.096807+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:03:25.096807+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:03:25.096807+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T06:57:45.518805+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "32f874104605538f5637d0557dd5da668a4523a5635112f0efc10e25f641f15e", "fetched_at": "2026-08-28T04:03:25.096807+00:00", "kind": "readme", "missing": false, "url": "https://github.com/chainreactors/spray"}, {"content_hash": "23296d5b0afbfae707eba84fbd389fedb9efbbf4136dbbe12f5daeca54e2a7e5", "fetched_at": "2026-08-29T12:59:20.213392+00:00", "kind": "homepage", "missing": false, "url": "https://chainreactors.github.io/wiki/spray/"}, {"content_hash": "d505cd303139cefd7592b9085e50254603a0bbaf5a4fff16fb2051843422813c", "fetched_at": "2026-08-29T12:59:20.222901+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started"}, {"content_hash": "1f963ba08c60424c07940e791184a6487516092c7186be9f2418b6a5f8e89bc9", "fetched_at": "2026-08-29T12:59:20.225303+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started/concepts"}, {"content_hash": "7741cdba9ce12d437f176c943fef32d39f5c805d2283e4aff79be884a0de4f63", "fetched_at": "2026-08-29T12:59:20.227394+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started/design"}, {"content_hash": "8758eccc1a0710a612e12e626b9fbb8d39428d42ed12acc984c6116bb99aafd4", "fetched_at": "2026-08-29T12:59:20.229703+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started/roadmap"}, {"content_hash": "d51ca7e7c06fdbc37c822f7ee6a59be347c3d883e458e794285bf89b6b8bf729", "fetched_at": "2026-08-29T12:59:20.231586+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/user-guide/client-quickstart"}, {"content_hash": "868defb49d3fa550de4970f17c6d3dc9a41188a3e314fb82fb4b5eb0b4b719c9", "fetched_at": "2026-08-29T12:59:20.233350+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/development/mals/quickstart"}, {"content_hash": "529a7d141f184e6e12d567aaf4cac24d41d6f4de024763cc951c0cdb638780ca", "fetched_at": "2026-08-29T12:59:20.235498+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/malefic/getting-started"}, {"content_hash": "72cb7cbd407c9d8773e53cc9b750673cb0f0262399ae51de80587e0bb04702e8", "fetched_at": "2026-08-29T12:59:20.237435+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/malefic/getting-started/architecture"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:03:25.096807+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:03:25.096807+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T06:57:45.518805+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "32f874104605538f5637d0557dd5da668a4523a5635112f0efc10e25f641f15e", "fetched_at": "2026-08-28T04:03:25.096807+00:00", "kind": "readme", "missing": false, "url": "https://github.com/chainreactors/spray"}, {"content_hash": "23296d5b0afbfae707eba84fbd389fedb9efbbf4136dbbe12f5daeca54e2a7e5", "fetched_at": "2026-08-29T12:59:20.213392+00:00", "kind": "homepage", "missing": false, "url": "https://chainreactors.github.io/wiki/spray/"}, {"content_hash": "d505cd303139cefd7592b9085e50254603a0bbaf5a4fff16fb2051843422813c", "fetched_at": "2026-08-29T12:59:20.222901+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started"}, {"content_hash": "1f963ba08c60424c07940e791184a6487516092c7186be9f2418b6a5f8e89bc9", "fetched_at": "2026-08-29T12:59:20.225303+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started/concepts"}, {"content_hash": "7741cdba9ce12d437f176c943fef32d39f5c805d2283e4aff79be884a0de4f63", "fetched_at": "2026-08-29T12:59:20.227394+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started/design"}, {"content_hash": "8758eccc1a0710a612e12e626b9fbb8d39428d42ed12acc984c6116bb99aafd4", "fetched_at": "2026-08-29T12:59:20.229703+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started/roadmap"}, {"content_hash": "d51ca7e7c06fdbc37c822f7ee6a59be347c3d883e458e794285bf89b6b8bf729", "fetched_at": "2026-08-29T12:59:20.231586+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/user-guide/client-quickstart"}, {"content_hash": "868defb49d3fa550de4970f17c6d3dc9a41188a3e314fb82fb4b5eb0b4b719c9", "fetched_at": "2026-08-29T12:59:20.233350+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/development/mals/quickstart"}, {"content_hash": "529a7d141f184e6e12d567aaf4cac24d41d6f4de024763cc951c0cdb638780ca", "fetched_at": "2026-08-29T12:59:20.235498+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/malefic/getting-started"}, {"content_hash": "72cb7cbd407c9d8773e53cc9b750673cb0f0262399ae51de80587e0bb04702e8", "fetched_at": "2026-08-29T12:59:20.237435+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/malefic/getting-started/architecture"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:03:25.096807+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:03:25.096807+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:03:25.096807+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T06:57:45.518805+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "32f874104605538f5637d0557dd5da668a4523a5635112f0efc10e25f641f15e", "fetched_at": "2026-08-28T04:03:25.096807+00:00", "kind": "readme", "missing": false, "url": "https://github.com/chainreactors/spray"}, {"content_hash": "23296d5b0afbfae707eba84fbd389fedb9efbbf4136dbbe12f5daeca54e2a7e5", "fetched_at": "2026-08-29T12:59:20.213392+00:00", "kind": "homepage", "missing": false, "url": "https://chainreactors.github.io/wiki/spray/"}, {"content_hash": "d505cd303139cefd7592b9085e50254603a0bbaf5a4fff16fb2051843422813c", "fetched_at": "2026-08-29T12:59:20.222901+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started"}, {"content_hash": "1f963ba08c60424c07940e791184a6487516092c7186be9f2418b6a5f8e89bc9", "fetched_at": "2026-08-29T12:59:20.225303+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started/concepts"}, {"content_hash": "7741cdba9ce12d437f176c943fef32d39f5c805d2283e4aff79be884a0de4f63", "fetched_at": "2026-08-29T12:59:20.227394+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started/design"}, {"content_hash": "8758eccc1a0710a612e12e626b9fbb8d39428d42ed12acc984c6116bb99aafd4", "fetched_at": "2026-08-29T12:59:20.229703+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started/roadmap"}, {"content_hash": "d51ca7e7c06fdbc37c822f7ee6a59be347c3d883e458e794285bf89b6b8bf729", "fetched_at": "2026-08-29T12:59:20.231586+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/user-guide/client-quickstart"}, {"content_hash": "868defb49d3fa550de4970f17c6d3dc9a41188a3e314fb82fb4b5eb0b4b719c9", "fetched_at": "2026-08-29T12:59:20.233350+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/development/mals/quickstart"}, {"content_hash": "529a7d141f184e6e12d567aaf4cac24d41d6f4de024763cc951c0cdb638780ca", "fetched_at": "2026-08-29T12:59:20.235498+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/malefic/getting-started"}, {"content_hash": "72cb7cbd407c9d8773e53cc9b750673cb0f0262399ae51de80587e0bb04702e8", "fetched_at": "2026-08-29T12:59:20.237435+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/malefic/getting-started/architecture"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:03:25.096807+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:03:25.096807+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T06:57:45.518805+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "32f874104605538f5637d0557dd5da668a4523a5635112f0efc10e25f641f15e", "fetched_at": "2026-08-28T04:03:25.096807+00:00", "kind": "readme", "missing": false, "url": "https://github.com/chainreactors/spray"}, {"content_hash": "23296d5b0afbfae707eba84fbd389fedb9efbbf4136dbbe12f5daeca54e2a7e5", "fetched_at": "2026-08-29T12:59:20.213392+00:00", "kind": "homepage", "missing": false, "url": "https://chainreactors.github.io/wiki/spray/"}, {"content_hash": "d505cd303139cefd7592b9085e50254603a0bbaf5a4fff16fb2051843422813c", "fetched_at": "2026-08-29T12:59:20.222901+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started"}, {"content_hash": "1f963ba08c60424c07940e791184a6487516092c7186be9f2418b6a5f8e89bc9", "fetched_at": "2026-08-29T12:59:20.225303+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started/concepts"}, {"content_hash": "7741cdba9ce12d437f176c943fef32d39f5c805d2283e4aff79be884a0de4f63", "fetched_at": "2026-08-29T12:59:20.227394+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started/design"}, {"content_hash": "8758eccc1a0710a612e12e626b9fbb8d39428d42ed12acc984c6116bb99aafd4", "fetched_at": "2026-08-29T12:59:20.229703+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started/roadmap"}, {"content_hash": "d51ca7e7c06fdbc37c822f7ee6a59be347c3d883e458e794285bf89b6b8bf729", "fetched_at": "2026-08-29T12:59:20.231586+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/user-guide/client-quickstart"}, {"content_hash": "868defb49d3fa550de4970f17c6d3dc9a41188a3e314fb82fb4b5eb0b4b719c9", "fetched_at": "2026-08-29T12:59:20.233350+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/development/mals/quickstart"}, {"content_hash": "529a7d141f184e6e12d567aaf4cac24d41d6f4de024763cc951c0cdb638780ca", "fetched_at": "2026-08-29T12:59:20.235498+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/malefic/getting-started"}, {"content_hash": "72cb7cbd407c9d8773e53cc9b750673cb0f0262399ae51de80587e0bb04702e8", "fetched_at": "2026-08-29T12:59:20.237435+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/malefic/getting-started/architecture"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T06:57:45.518805+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "32f874104605538f5637d0557dd5da668a4523a5635112f0efc10e25f641f15e", "fetched_at": "2026-08-28T04:03:25.096807+00:00", "kind": "readme", "missing": false, "url": "https://github.com/chainreactors/spray"}, {"content_hash": "23296d5b0afbfae707eba84fbd389fedb9efbbf4136dbbe12f5daeca54e2a7e5", "fetched_at": "2026-08-29T12:59:20.213392+00:00", "kind": "homepage", "missing": false, "url": "https://chainreactors.github.io/wiki/spray/"}, {"content_hash": "d505cd303139cefd7592b9085e50254603a0bbaf5a4fff16fb2051843422813c", "fetched_at": "2026-08-29T12:59:20.222901+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started"}, {"content_hash": "1f963ba08c60424c07940e791184a6487516092c7186be9f2418b6a5f8e89bc9", "fetched_at": "2026-08-29T12:59:20.225303+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started/concepts"}, {"content_hash": "7741cdba9ce12d437f176c943fef32d39f5c805d2283e4aff79be884a0de4f63", "fetched_at": "2026-08-29T12:59:20.227394+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started/design"}, {"content_hash": "8758eccc1a0710a612e12e626b9fbb8d39428d42ed12acc984c6116bb99aafd4", "fetched_at": "2026-08-29T12:59:20.229703+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started/roadmap"}, {"content_hash": "d51ca7e7c06fdbc37c822f7ee6a59be347c3d883e458e794285bf89b6b8bf729", "fetched_at": "2026-08-29T12:59:20.231586+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/user-guide/client-quickstart"}, {"content_hash": "868defb49d3fa550de4970f17c6d3dc9a41188a3e314fb82fb4b5eb0b4b719c9", "fetched_at": "2026-08-29T12:59:20.233350+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/development/mals/quickstart"}, {"content_hash": "529a7d141f184e6e12d567aaf4cac24d41d6f4de024763cc951c0cdb638780ca", "fetched_at": "2026-08-29T12:59:20.235498+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/malefic/getting-started"}, {"content_hash": "72cb7cbd407c9d8773e53cc9b750673cb0f0262399ae51de80587e0bb04702e8", "fetched_at": "2026-08-29T12:59:20.237435+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/malefic/getting-started/architecture"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T06:57:45.518805+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "32f874104605538f5637d0557dd5da668a4523a5635112f0efc10e25f641f15e", "fetched_at": "2026-08-28T04:03:25.096807+00:00", "kind": "readme", "missing": false, "url": "https://github.com/chainreactors/spray"}, {"content_hash": "23296d5b0afbfae707eba84fbd389fedb9efbbf4136dbbe12f5daeca54e2a7e5", "fetched_at": "2026-08-29T12:59:20.213392+00:00", "kind": "homepage", "missing": false, "url": "https://chainreactors.github.io/wiki/spray/"}, {"content_hash": "d505cd303139cefd7592b9085e50254603a0bbaf5a4fff16fb2051843422813c", "fetched_at": "2026-08-29T12:59:20.222901+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started"}, {"content_hash": "1f963ba08c60424c07940e791184a6487516092c7186be9f2418b6a5f8e89bc9", "fetched_at": "2026-08-29T12:59:20.225303+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started/concepts"}, {"content_hash": "7741cdba9ce12d437f176c943fef32d39f5c805d2283e4aff79be884a0de4f63", "fetched_at": "2026-08-29T12:59:20.227394+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started/design"}, {"content_hash": "8758eccc1a0710a612e12e626b9fbb8d39428d42ed12acc984c6116bb99aafd4", "fetched_at": "2026-08-29T12:59:20.229703+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started/roadmap"}, {"content_hash": "d51ca7e7c06fdbc37c822f7ee6a59be347c3d883e458e794285bf89b6b8bf729", "fetched_at": "2026-08-29T12:59:20.231586+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/user-guide/client-quickstart"}, {"content_hash": "868defb49d3fa550de4970f17c6d3dc9a41188a3e314fb82fb4b5eb0b4b719c9", "fetched_at": "2026-08-29T12:59:20.233350+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/development/mals/quickstart"}, {"content_hash": "529a7d141f184e6e12d567aaf4cac24d41d6f4de024763cc951c0cdb638780ca", "fetched_at": "2026-08-29T12:59:20.235498+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/malefic/getting-started"}, {"content_hash": "72cb7cbd407c9d8773e53cc9b750673cb0f0262399ae51de80587e0bb04702e8", "fetched_at": "2026-08-29T12:59:20.237435+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/malefic/getting-started/architecture"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T06:57:45.518805+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "32f874104605538f5637d0557dd5da668a4523a5635112f0efc10e25f641f15e", "fetched_at": "2026-08-28T04:03:25.096807+00:00", "kind": "readme", "missing": false, "url": "https://github.com/chainreactors/spray"}, {"content_hash": "23296d5b0afbfae707eba84fbd389fedb9efbbf4136dbbe12f5daeca54e2a7e5", "fetched_at": "2026-08-29T12:59:20.213392+00:00", "kind": "homepage", "missing": false, "url": "https://chainreactors.github.io/wiki/spray/"}, {"content_hash": "d505cd303139cefd7592b9085e50254603a0bbaf5a4fff16fb2051843422813c", "fetched_at": "2026-08-29T12:59:20.222901+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started"}, {"content_hash": "1f963ba08c60424c07940e791184a6487516092c7186be9f2418b6a5f8e89bc9", "fetched_at": "2026-08-29T12:59:20.225303+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started/concepts"}, {"content_hash": "7741cdba9ce12d437f176c943fef32d39f5c805d2283e4aff79be884a0de4f63", "fetched_at": "2026-08-29T12:59:20.227394+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started/design"}, {"content_hash": "8758eccc1a0710a612e12e626b9fbb8d39428d42ed12acc984c6116bb99aafd4", "fetched_at": "2026-08-29T12:59:20.229703+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/getting-started/roadmap"}, {"content_hash": "d51ca7e7c06fdbc37c822f7ee6a59be347c3d883e458e794285bf89b6b8bf729", "fetched_at": "2026-08-29T12:59:20.231586+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/user-guide/client-quickstart"}, {"content_hash": "868defb49d3fa550de4970f17c6d3dc9a41188a3e314fb82fb4b5eb0b4b719c9", "fetched_at": "2026-08-29T12:59:20.233350+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/IoM/development/mals/quickstart"}, {"content_hash": "529a7d141f184e6e12d567aaf4cac24d41d6f4de024763cc951c0cdb638780ca", "fetched_at": "2026-08-29T12:59:20.235498+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/malefic/getting-started"}, {"content_hash": "72cb7cbd407c9d8773e53cc9b750673cb0f0262399ae51de80587e0bb04702e8", "fetched_at": "2026-08-29T12:59:20.237435+00:00", "kind": "site_page", "missing": false, "url": "https://wiki.chainreactors.red/malefic/getting-started/architecture"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 93, "longevity": 100, "rhythm": 90}, "computed_at": "2026-09-03T02:20:16.233290+00:00", "flags": [], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1455, "days_push": 45, "days_rel": 65, "gap_med": 21.0, "n_releases_24m": 15}, "score": 93, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}