feat(detection-core): recognition target table and first express fact pack (8.2 part 1)

benchmarks/measurements/2026-10-30-recognition-coverage/NOTES.md

@@ -0,0 +1,26 @@
+# Recognition-coverage target table (valid-detection-benchmark task 7.1, detection-core 8.2)
+
+Manifest-only read of the 12 pilot-pool repositories (package.json / pyproject.toml /
+setup.py at repo root); no pool labels read.
+
+| repository | manifest | detected framework deps | in entry vocabulary |
+|---|---|---|---|
+| bytebase/dbhub | package.json | express | no |
+| contentful/contentful-mcp-server | package.json | (workspace-local) | no |
+| fastapi-users/fastapi-users | pyproject.toml | fastapi | no |
+| i18next/i18next-http-middleware | package.json | express, koa | no |
+| imzbf/md-editor-v3 | package.json | - | no |
+| jupyter-lsp/jupyterlab-lsp | package.json | - | no |
+| matrix-org/matrix-appservice-bridge | package.json | express | no |
+| nvbn/thefuck | setup.py | - | no |
+| ondata/ckan-mcp-server | package.json | express, @modelcontextprotocol/sdk | no |
+| webpack/webpack-bundle-analyzer | package.json | - | no |
+| zenitram/malla | pyproject.toml | flask | no |
+| zereight/gitlab-mcp | package.json | express, @modelcontextprotocol/sdk | no |
+
+Entry vocabulary today (`mapping/legacy.py` entry_framework): stapler, jetty, servlet,
+jaxrs, symfony, livewire, laravel, remix, tornado. **0/12 pilot repos covered.**
+
+First fact-pack target: **express** (5 repos; covers 2 of the 3 in-family access_control
+pilot cases: dbhub, matrix). Script: /tmp/opencode/recognition_table_71.py; raw:
+table.json.

benchmarks/measurements/2026-10-30-recognition-coverage/table.json

@@ -0,0 +1,105 @@
+{
+  "entry_vocabulary": [
+    "jaxrs",
+    "jetty",
+    "laravel",
+    "livewire",
+    "remix",
+    "servlet",
+    "stapler",
+    "symfony",
+    "tornado"
+  ],
+  "note": "manifest-only read; no pool labels",
+  "repositories": [
+    {
+      "frameworks": [
+        "Express:express"
+      ],
+      "in_entry_vocabulary": [],
+      "manifest": "package.json",
+      "repository": "bytebase/dbhub"
+    },
+    {
+      "frameworks": [],
+      "in_entry_vocabulary": [],
+      "manifest": "package.json",
+      "repository": "contentful/contentful-mcp-server"
+    },
+    {
+      "frameworks": [
+        "FastAPI:fastapi"
+      ],
+      "in_entry_vocabulary": [],
+      "manifest": "pyproject.toml",
+      "repository": "fastapi-users/fastapi-users"
+    },
+    {
+      "frameworks": [
+        "Express:express",
+        "Koa:koa"
+      ],
+      "in_entry_vocabulary": [],
+      "manifest": "package.json",
+      "repository": "i18next/i18next-http-middleware"
+    },
+    {
+      "frameworks": [],
+      "in_entry_vocabulary": [],
+      "manifest": "package.json",
+      "repository": "imzbf/md-editor-v3"
+    },
+    {
+      "frameworks": [],
+      "in_entry_vocabulary": [],
+      "manifest": "package.json",
+      "repository": "jupyter-lsp/jupyterlab-lsp"
+    },
+    {
+      "frameworks": [
+        "Express:express"
+      ],
+      "in_entry_vocabulary": [],
+      "manifest": "package.json",
+      "repository": "matrix-org/matrix-appservice-bridge"
+    },
+    {
+      "frameworks": [],
+      "in_entry_vocabulary": [],
+      "manifest": "setup.py",
+      "repository": "nvbn/thefuck"
+    },
+    {
+      "frameworks": [
+        "Express:express",
+        "MCP:@modelcontextprotocol/sdk"
+      ],
+      "in_entry_vocabulary": [],
+      "manifest": "package.json",
+      "repository": "ondata/ckan-mcp-server"
+    },
+    {
+      "frameworks": [],
+      "in_entry_vocabulary": [],
+      "manifest": "package.json",
+      "repository": "webpack/webpack-bundle-analyzer"
+    },
+    {
+      "frameworks": [
+        "Flask:flask"
+      ],
+      "in_entry_vocabulary": [],
+      "manifest": "pyproject.toml",
+      "repository": "zenitram/malla"
+    },
+    {
+      "frameworks": [
+        "Express:express",
+        "MCP:@modelcontextprotocol/sdk"
+      ],
+      "in_entry_vocabulary": [],
+      "manifest": "package.json",
+      "repository": "zereight/gitlab-mcp"
+    }
+  ]
+}