{
  "_id": "6a25380b4b233be198397ee9",
  "Package": "resLIK",
  "Type": "Package",
  "Title": "Representation-Level Control Surfaces for Reliability Sensing",
  "Version": "0.1.2",
  "Authors@R": "person(given = \"MD.\",\nfamily = \"Arshad\",\nrole = c(\"aut\", \"cre\"),\nemail = \"arshad10867c@gmail.com\")",
  "Description": "Implements the Representation-Level Control Surfaces\n(RLCS) paradigm for ensuring the reliability of autonomous\nsystems and AI models. It provides three deterministic sensors:\nResidual Likelihood (ResLik) for population-level anomaly\ndetection, Temporal Consistency Sensor (TCS) for drift and\nshock detection, and Agreement Sensor for multi-modal\nredundancy checks. These sensors feed into a standardized\ncontrol surface that issues 'PROCEED', 'DEFER', or 'ABSTAIN'\nsignals based on strict safety invariants, allowing systems to\ndetect and react to out-of-distribution states, sensor\nfailures, and environmental shifts before they propagate to\ndecision-making layers.",
  "License": "MIT + file LICENSE",
  "Encoding": "UTF-8",
  "VignetteBuilder": "knitr",
  "RoxygenNote": "7.3.3",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-06-07 09:18:55 UTC",
    "User": "root"
  },
  "Author": "MD. Arshad [aut, cre]",
  "Maintainer": "MD. Arshad <arshad10867c@gmail.com>",
  "Repository": "https://sulkysubject37.r-universe.dev",
  "Date/Publication": "2026-02-06 14:10:02 UTC",
  "RemoteUrl": "https://github.com/cran/resLIK",
  "RemoteRef": "HEAD",
  "RemoteSha": "9195d712cb2db14734ae05e596d989dba07d3752",
  "MD5sum": "2ce0ab6cc16407d33a085bf2ae227557",
  "_user": "sulkysubject37",
  "_type": "src",
  "_file": "resLIK_0.1.2.tar.gz",
  "_fileid": "f388da898fd0e44f7824c58c825dfceddae00f16df94570a8a4a22ccd49037e4",
  "_filesize": 220746,
  "_sha256": "f388da898fd0e44f7824c58c825dfceddae00f16df94570a8a4a22ccd49037e4",
  "_created": "2026-06-07T09:18:55.000Z",
  "_published": "2026-06-07T09:21:15.785Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 79947402120,
      "time": 112,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7462760414"
    },
    {
      "job": 79947402106,
      "time": 106,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7462759641"
    },
    {
      "job": 79947402124,
      "time": 91,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7462757543"
    },
    {
      "job": 79947402115,
      "time": 97,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7462758315"
    },
    {
      "job": 79947254182,
      "time": 155,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7462745399"
    },
    {
      "job": 79947402114,
      "time": 97,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7462758254"
    },
    {
      "job": 79947402134,
      "time": 75,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "7462755363"
    },
    {
      "job": 79947402122,
      "time": 67,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "7462754401"
    },
    {
      "job": 79947402126,
      "time": 66,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7462754270"
    }
  ],
  "_buildurl": "https://github.com/r-universe/sulkysubject37/actions/runs/27088392582",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/cran/resLIK",
  "_commit": {
    "id": "9195d712cb2db14734ae05e596d989dba07d3752",
    "author": "MD. Arshad <arshad10867c@gmail.com>",
    "committer": "cran-robot <csardi.gabor+cran@gmail.com>",
    "message": "version 0.1.2\n",
    "time": 1770387002
  },
  "_maintainer": {
    "name": "MD. Arshad",
    "email": "arshad10867c@gmail.com",
    "login": "sulkysubject37",
    "uuid": 98695355
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "utils",
      "role": "Imports"
    },
    {
      "package": "testthat",
      "role": "Suggests"
    },
    {
      "package": "stats",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    }
  ],
  "_owner": "cran",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2026-06",
      "n": 1
    }
  ],
  "_tags": [
    {
      "name": "0.1.2",
      "date": "2026-02-06"
    }
  ],
  "_stars": 0,
  "_contributors": [
    {
      "user": "sulkysubject37",
      "count": 1,
      "uuid": 98695355
    }
  ],
  "_userbio": {
    "uuid": 98695355,
    "type": "user",
    "name": "MD. Arshad",
    "description": "Enthusiast, bioinformatician, musician, literature nerd, and an average photographer"
  },
  "_downloads": {
    "count": 78,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/resLIK"
  },
  "_searchresults": 4,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/readme.html",
    "extra/readme.md",
    "extra/resLIK.html",
    "manual.pdf"
  ],
  "_realowner": "sulkysubject37",
  "_cranurl": false,
  "_releases": [
    {
      "version": "0.1.2",
      "date": "2026-02-06"
    }
  ],
  "_exports": [
    "agreement",
    "reslik",
    "rlcs_control",
    "tcs"
  ],
  "_help": [
    {
      "page": "agreement",
      "title": "Agreement Sensor",
      "topics": [
        "agreement"
      ]
    },
    {
      "page": "reslik",
      "title": "Residual Likelihood Sensor",
      "topics": [
        "reslik"
      ]
    },
    {
      "page": "rlcs_control",
      "title": "RLCS Control Surface",
      "topics": [
        "rlcs_control"
      ]
    },
    {
      "page": "tcs",
      "title": "Temporal Consistency Sensor",
      "topics": [
        "tcs"
      ]
    }
  ],
  "_readme": "https://github.com/cran/resLIK/raw/HEAD/README.md",
  "_rundeps": [],
  "_vignettes": [
    {
      "source": "rlcs-end-to-end.Rmd",
      "filename": "rlcs-end-to-end.html",
      "title": "End-to-End RLCS Demonstration",
      "engine": "knitr::rmarkdown",
      "headings": [
        "1. Conceptual Overview",
        "2. Synthetic Dataset",
        "3. Minimal Encoder",
        "4. Reference Statistics",
        "5. Sensors",
        "5.1 ResLik (Population Sensor)",
        "5.2 Temporal Consistency Sensor (TCS)",
        "5.3 Agreement Sensor",
        "6. Control Surface",
        "7. Results",
        "Interpretation"
      ],
      "created": "2026-02-06 14:10:02",
      "modified": "2026-02-06 14:10:02",
      "commits": 1
    },
    {
      "source": "rlcs-introduction.Rmd",
      "filename": "rlcs-introduction.html",
      "title": "Introduction to RLCS",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Overview",
        "The Problem",
        "Core Sensors",
        "1. ResLik (Residual Likelihood)",
        "2. TCS (Temporal Consistency Sensor)",
        "3. Agreement Sensor",
        "The Control Surface",
        "Example Workflow"
      ],
      "created": "2026-02-06 14:10:02",
      "modified": "2026-02-06 14:10:02",
      "commits": 1
    }
  ],
  "_score": 3,
  "_indexed": true,
  "_nocasepkg": "reslik",
  "_universes": [
    "sulkysubject37"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.1.2",
      "date": "2026-06-07T09:20:51.000Z",
      "distro": "noble",
      "commit": "9195d712cb2db14734ae05e596d989dba07d3752",
      "fileid": "36f5592fe71094557a89e0cc1a0d469d93582f699420f7a1c348ba5aaf77bef6",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/sulkysubject37/actions/runs/27088392582"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "0.1.2",
      "date": "2026-06-07T09:20:45.000Z",
      "distro": "noble",
      "commit": "9195d712cb2db14734ae05e596d989dba07d3752",
      "fileid": "5a3341682a062cd8f992fc24654a8531be64b00b82ce33c37911905a262c9840",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/sulkysubject37/actions/runs/27088392582"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.1.2",
      "date": "2026-06-07T09:20:30.000Z",
      "commit": "9195d712cb2db14734ae05e596d989dba07d3752",
      "fileid": "5b323b223aed44198b97935d253192969d5d87b9103b4fd286ee2443cea7bcb8",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/sulkysubject37/actions/runs/27088392582"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "0.1.2",
      "date": "2026-06-07T09:20:35.000Z",
      "commit": "9195d712cb2db14734ae05e596d989dba07d3752",
      "fileid": "73fa443bb65296f8471d02ac166198a102ef4f35ddce46fb28346da8a084ac44",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/sulkysubject37/actions/runs/27088392582"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.1.2",
      "date": "2026-06-07T09:20:45.000Z",
      "commit": "9195d712cb2db14734ae05e596d989dba07d3752",
      "fileid": "4deee697f8388469e59fa3ca28912e352c42a71f5e447ed9eaa5965c60a751e1",
      "status": "success",
      "buildurl": "https://github.com/r-universe/sulkysubject37/actions/runs/27088392582"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.1.2",
      "date": "2026-06-07T09:20:07.000Z",
      "commit": "9195d712cb2db14734ae05e596d989dba07d3752",
      "fileid": "bc31fc740ca841b4d4aaddec07a9799ff09122d26948cbb0179e42101e3043c6",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/sulkysubject37/actions/runs/27088392582"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.1.2",
      "date": "2026-06-07T09:20:00.000Z",
      "commit": "9195d712cb2db14734ae05e596d989dba07d3752",
      "fileid": "8141e2d079b948bd1f01143b6e054c2f53e3c48f5ab171747e2db07016e0d4fe",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/sulkysubject37/actions/runs/27088392582"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "0.1.2",
      "date": "2026-06-07T09:20:00.000Z",
      "commit": "9195d712cb2db14734ae05e596d989dba07d3752",
      "fileid": "745cae271a1fa058ace7a3947a00d6773a9587b839d8cd2bbb86f049664f60e7",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/sulkysubject37/actions/runs/27088392582"
    }
  ]
}