{
  "ok": true,
  "role": "product",
  "slug": "azclce",
  "name": "AZ-CLCE",
  "version": "0.3.0",
  "one_line": "Score how consistently three written layers agree with each other.",
  "author": "Aziel Eliab",
  "identity": "Aziel Eliab",
  "aka": "Aziel Elroi Eliab",
  "license": "Apache-2.0",
  "github": "https://github.com/AzielEliab/az-clce",
  "skill_url": "https://aziel-runtime.vibelock.workers.dev/v1/pull/azclce/skill",
  "worker_skill": "https://azclce-download-tracker.vibelock.workers.dev/v1/skill",
  "skill": "---\nname: AZ-CLCE\ndescription: Use when calling AZ-CLCE or SPRE hosted /v1 or installing the local package. Dual surface: Worker /v1 + catalog MCP. This Worker /v1/mesh/* PROXY to aziel-runtime via AZIEL_RUNTIME. Suite mesh default OFF. QNM-BUILD-1.0 live|locked|isolated. QNS-CD-1.0 photon QNS1 packet transfer is a hub cite / Worker mesh cross-map only (no public qnsd proxy). No Node Gate. No auto-heal. Not anonymity. Does not merge AZCoherence (peer Softwares product, FragGate slug azcoherence) or AKM-TRIAD-1.0 fabric. Author Aziel Eliab.\n---\n\n# AZ-CLCE + SPRE\n\nCLCE detects inconsistency, not intent. Type D is a label, not a finding of malice. SPRE scores structural similarity to historically confirmed failures and never asserts guilt or conspiracy. Official narrative is not evidence. Author: **Aziel Eliab**.\n\n**THIS IS:** a Cross-Layer Consistency Engine (R/D/P Jaccard) plus SPRE (SP(c) = {P1..P5, E, C, T, D}; PC = SSI × E) — two of three Aziel triad verifiers (PhysLing lives in aziel-corpus). Transfer verify and AzielTether queue hooks included.\n\n**THIS IS NOT:** a finding of malice, a guilt or conspiracy verdict, a cybersecurity exploit, a scanner of other people's systems, a truth verdict, or a VPN (not MirageGrid). Hosted `/v1` does not increment downloads or views.\n\nAlways send `User-Agent: Mozilla/5.0`. Cloudflare Workers may 403 an empty agent.\n\n## Call these URLs\n\n- Worker OpenAPI: https://azclce-download-tracker.vibelock.workers.dev/openapi.json\n- Catalog OpenAPI: https://aziel-runtime.vibelock.workers.dev/openapi.json\n- MCP: `POST https://aziel-runtime.vibelock.workers.dev/mcp`\n- Live skill (this markdown): `GET https://azclce-download-tracker.vibelock.workers.dev/v1/skill`\n- Suite mesh: `GET https://azclce-download-tracker.vibelock.workers.dev/v1/mesh` (PROXY; default OFF; QNS-CD-1.0 cross-map)\n\nOps (do **not** increment downloads or views):\n\n| Method | Path | What |\n|--------|------|------|\n| GET | `/v1/health` | Liveness. Does not increment downloads. |\n| GET | `/v1/skill` | This markdown. Does not increment downloads. |\n| GET | `/v1/example` | Sample CLCE layers. |\n| GET | `/v1/spre/example` | Synthetic SPRE case. Not a real case. |\n| GET | `/v1/mesh` | PROXY suite mesh status. Default OFF. QNM live|locked|isolated. QNS-CD-1.0 cross-map. Never enables. |\n| GET | `/v1/mesh/nodes` | PROXY Live Nodes roster (5-minute presence). |\n| POST | `/v1/mesh/{enable,disable,join,heartbeat,leave,broadcast}` | PROXY. Bearer required to enable. No auto-heal. Anon-broadcast is not a publish path. |\n| GET | `/v1/triad` | Component score schema for corpus merge (0–1 and 0–100). |\n| POST | `/v1/score` | Jaccard triple, pairwise average, CLCE+. Advisory. |\n| POST | `/v1/classify` | Same as score plus mismatch types. Type D is a label only. |\n| POST | `/v1/gate` | Pass iff triple >= min_score. Advisory, not a truth verdict. |\n| POST | `/v1/spre` | SPRE score. Structural similarity only. |\n| POST | `/v1/spre/score` | Alias of `/v1/spre`. |\n| POST | `/v1/verify-transfer` | Ingest hook: verify posted files, rescore SPRE + CLCE. |\n| POST | `/v1/tether-ingest` | Accept a hash-chained queue item. Zero retention. |\n\nGrok: import OpenAPI as a custom tool. ChatGPT: GPT Actions. Venice: HTTP tools.\n\n## Example\n\n```bash\ncurl -s -A 'Mozilla/5.0' https://azclce-download-tracker.vibelock.workers.dev/v1/health\ncurl -s -A 'Mozilla/5.0' https://azclce-download-tracker.vibelock.workers.dev/v1/skill\ncurl -s -A 'Mozilla/5.0' https://azclce-download-tracker.vibelock.workers.dev/v1/mesh\ncurl -s -A 'Mozilla/5.0' -X POST https://azclce-download-tracker.vibelock.workers.dev/v1/score \\\n  -H 'content-type: application/json' \\\n  -d '{\"r\":\"login button blue\",\"d\":\"login form submits\",\"p\":\"login button submits\"}'\ncurl -s -A 'Mozilla/5.0' -X POST https://azclce-download-tracker.vibelock.workers.dev/v1/spre \\\n  -H 'content-type: application/json' \\\n  -d '{\"official\":\"The office says the matter is closed.\",\"physics\":\"Independent chemistry disagrees.\"}'\n```\n\n## Local (after one-click install)\n\n```bash\ncurl -fsSL https://azclce-download-tracker.vibelock.workers.dev/install.sh | bash\nclce ui\nclce doctor\nclce verify-transfer PATH\nclce verify-transfer older_payloads/ --backfill --ndjson\nspre score --import case.json\nspre score older_payloads/ --ndjson\nspre verify-transfer PATH\n```\n\nThen open http://127.0.0.1:8845 (loopback only).\n\nCounted download (gzip HTTP 200, no 302): https://azclce-download-tracker.vibelock.workers.dev/download?asset=az-clce-0.3.0.tar.gz\nGitHub: https://github.com/AzielEliab/az-clce\n\n## Catalog + local UI\n\nAuthor: **Aziel Eliab**. Honest scope: Jaccard triple / pairwise / CLCE+ plus SPRE structural similarity. Detects inconsistency, not intent. Never guilt.\n\n- Catalog product: https://aziel-runtime.vibelock.workers.dev/p/azclce/\n- Catalog OpenAPI: https://aziel-runtime.vibelock.workers.dev/openapi.json\n- Catalog MCP: `POST https://aziel-runtime.vibelock.workers.dev/mcp`\n- This Worker skill: `GET https://azclce-download-tracker.vibelock.workers.dev/v1/skill`\n- This Worker OpenAPI: https://azclce-download-tracker.vibelock.workers.dev/openapi.json\n- Sample payload: `GET https://azclce-download-tracker.vibelock.workers.dev/v1/example`\n- Suite mesh: `GET https://azclce-download-tracker.vibelock.workers.dev/v1/mesh` PROXY (default OFF; QNS-CD-1.0 cross-map)\n\nLocal UI: **Import JSON file** (`type=file`) and **Export JSON**. Then `clce doctor`. Worker homepage Live Nodes strip polls `GET /v1/mesh` (default OFF).\n\nGrok: import catalog or Worker OpenAPI as a custom tool. ChatGPT: GPT Actions. Venice: HTTP tools.\n\n## Suite mesh (hosted Live Nodes)\n\nHosted `GET /v1/mesh` and `/v1/mesh/*` PROXY to aziel-runtime (`AZIEL_RUNTIME` / HTTPS fallback). Default OFF. Bearer required to enable. QNM-BUILD-1.0 live|locked|isolated. QNS-CD-1.0 (photon QNS1 packet transfer) is a hub cite / Worker mesh cross-map only — local qnsd in https://github.com/AzielEliab/qnm-node; runtime cites in https://github.com/AzielEliab/aziel-runtime; pair custody in https://github.com/AzielEliab/azinterface. Not a Softwares-tab product. No public qnsd proxy. No Node Gate. No auto-heal. Not anonymity. Catalog MCP `mesh_*` + FragGate `slug=mesh`. This is not AzielTether and not a VPN.\n\n## Node mesh (AzielTether)\n\nLocal software tether only. Prefer the central Worker when healthy. Offline, `clce verify-transfer` / `spre verify-transfer` append hash-chained items to `~/.az-clce/tether-queue.jsonl` (scopes `az-clce` and `spre`). AzielTether batches those items and reconciles to central on restore via `POST /v1/tether-ingest`. Not a VPN. Not MirageGrid.\n\n## Triad scores (for aziel-corpus)\n\nSPRE and CLCE emit `triad_component` plus a package `triad` on `verify-transfer`. Unit is **[0, 1]** (`score_100` is the 0–100 twin). PhysLing is an empty slot (`home: aziel-corpus`). Combined `final.score` is the mean of the three **only when all three have verified**. See `docs/triad.md`.\n\nBatch/backfill older payloads:\n\n```bash\nclce verify-transfer older_payloads/ --backfill --ndjson\nspre score older_payloads/ --ndjson\nspre score --import older_payloads/ --backfill\n```\n\n## Peers (do not merge)\n\nAZCoherence is a **peer Softwares product**, a separate product — not this engine. Alternate-triad / second-pass coherence (PASS/FLAG/NEUTRALIZE/REFUSE). FragGate slug `azcoherence` via aziel-runtime.\n\n- Worker: https://azcoherence-download-tracker.vibelock.workers.dev/\n- GitHub: https://github.com/AzielEliab/AZCoherence\n- Catalog: https://aziel-runtime.vibelock.workers.dev/p/azcoherence/\n- FragGate: slug `azcoherence` via `POST https://aziel-runtime.vibelock.workers.dev/mcp`\n\nAKM-TRIAD-1.0 is LIVE fabric memory on aziel-runtime — not a Softwares slug. Not AZCoherence. Do not merge engines. CLCE is not Coherence.\n",
  "download": "https://azclce-download-tracker.vibelock.workers.dev/download",
  "cite": "https://azclce-download-tracker.vibelock.workers.dev/cite.json",
  "llms": "https://azclce-download-tracker.vibelock.workers.dev/llms.txt",
  "sitemap": "https://azclce-download-tracker.vibelock.workers.dev/sitemap.xml",
  "count": "https://azclce-download-tracker.vibelock.workers.dev/count",
  "install": "https://azclce-download-tracker.vibelock.workers.dev/install.sh",
  "install_sh": "curl -fsSL -A 'Mozilla/5.0' -o install.sh https://azclce-download-tracker.vibelock.workers.dev/install.sh",
  "install_inspect": {
    "url": "https://azclce-download-tracker.vibelock.workers.dev/install.sh",
    "downloads": "That product Worker's install.sh. Typical next fetch is the counted /download on the same hostname. Not aziel-runtime. This runtime has no pipe installer.",
    "steps": [
      "curl -fsSL -A 'Mozilla/5.0' -o install.sh https://azclce-download-tracker.vibelock.workers.dev/install.sh",
      "Inspect install.sh (URLs, write paths, checksums if present).",
      "bash install.sh"
    ]
  },
  "update_check": "https://aziel-runtime.vibelock.workers.dev/v1/update/check?slug=azclce&version=0.3.0",
  "software": "https://aziel-runtime.vibelock.workers.dev/v1/software",
  "openapi": "https://azclce-download-tracker.vibelock.workers.dev/openapi.json",
  "runtime_openapi": "https://aziel-runtime.vibelock.workers.dev/openapi.json",
  "in_runtime": false,
  "ops": [
    {
      "op": "health",
      "method": "GET",
      "summary": "Liveness. Does not increment download KV."
    },
    {
      "op": "score",
      "method": "POST",
      "summary": "Jaccard triple / pairwise / CLCE+."
    },
    {
      "op": "classify",
      "method": "POST",
      "summary": "Mismatch types. Type D is a label only."
    },
    {
      "op": "gate",
      "method": "POST",
      "summary": "Pass iff triple ≥ min (default 0.7). Advisory."
    },
    {
      "op": "doctor",
      "method": "GET",
      "summary": "UI alias of health. Same FragGate backend as the Worker UI button."
    },
    {
      "op": "skill",
      "method": "GET",
      "summary": "Return AZ-CLCE skill markdown. Does not increment download KV."
    }
  ],
  "banner": "CLCE detects inconsistency, not intent. Type D is a label, not a finding of malice. Threshold 0.7 is advisory. AZCoherence (AZC-0.1) is a separate peer product (second-pass coherence). Not a replacement.",
  "limitations": "CLCE detects inconsistency, not intent. Type D is a label, not a finding of malice. Threshold 0.7 is advisory. AZCoherence (AZC-0.1) is a separate peer product (second-pass coherence). Not a replacement.",
  "aliases": {
    "catalog_card": "https://aziel-runtime.vibelock.workers.dev/p/azclce",
    "catalog_skill": "https://aziel-runtime.vibelock.workers.dev/p/azclce/skill",
    "catalog_health": "https://aziel-runtime.vibelock.workers.dev/p/azclce/health",
    "invoke_prefix": "https://aziel-runtime.vibelock.workers.dev/p/azclce",
    "update_check": "https://aziel-runtime.vibelock.workers.dev/v1/update/check?slug=azclce&version=0.3.0",
    "software": "https://aziel-runtime.vibelock.workers.dev/v1/software",
    "worker_home": "https://azclce-download-tracker.vibelock.workers.dev/",
    "slugs": [
      "azclce",
      "az-clce"
    ]
  },
  "doi": null,
  "doi_note": "No DOI. Zenodo software deposit needed. Do not invent one.",
  "skill_source": "https://azclce-download-tracker.vibelock.workers.dev/v1/skill (service binding)",
  "kv_increment": false
}