docs(performance): rerun project evidence benchmark on memo 0.82

performance/projects/evidence/README.md

@@ -111,3 +111,33 @@ The numbered points are from the first run; the section above says which of them
 - Speed at scale: the store has 13 texts. Reads and bytes are counted; time is not.
 - Any real project or account: no owner data was used.
 - Interpretation: whether a found text supports a fact, a task or a decision. That is the next stage.
+
+## 2026-10-20 rerun
+
+Same machine (AMD Ryzen AI 9 HX 470, Linux 7.0.0-38), Node v24.19.0, same fixture, labels and script. memo 0.82.0
+built from `main` at `a461598` (a detached checkout, `pnpm build`), with `@wirecat/cli-core` 0.371.0. The store is in a
+fresh temporary folder. The run exited 0; its output is [`result-2026-10-20.json`](result-2026-10-20.json).
+
+| Run | Found | Precision | Precision, project items | Recall, all relevant | Recall, reachable | Missed |
+|---|---:|---:|---:|---:|---:|---|
+| Fresh store, `--no-catch-up`, 60 days | 6 | 0.67 | 0.75 | 0.50 | 0.67 | reply, mail, document, own note |
+| Default, 60 days | 9 | 0.67 | 0.71 | 0.75 | 1.00 | reply, own note |
+| Default, 365 days | 10 | 0.70 | 0.75 | 0.78 | 1.00 | reply, own note |
+
+- The default 60-day run took 15 reads (5 searches × 3 sources), 720 bytes of text plus 493 bytes of context. The
+  index step reported `index: updated` (4 mail and 3 document rows).
+- With `--max-pages 2` the run continued 7 times with `--cursor` and returned the same 9 references, with no
+  duplicates.
+- `--source all` read 3 sources and listed the own notes as unread.
+
+What changed since "After the fixes": Core 0.349.0 to 0.371.0 and memo 0.72/0.328 to 0.82.0, which bring paging of
+large documents and document paragraphs in `around`. Nothing moved: every number in the table, the reads, the bytes
+and the references found are the same as before, and the two missed texts are the same.
+
+That is expected, not evidence the new code works. The two imported documents in the fixture are a few lines long, so
+they fit in one page and paging never starts. The context of a message hit holds messages, and no document hit has
+paragraphs worth showing. The rerun shows only that the changes did not break or shift the small case.
+
+Not measured in this rerun: a large document (paging), the paragraphs around a document hit, time or speed, any
+real project, and whether the context is enough to read a hit. The fixture and labels were not changed to cover them;
+a case for them would need a new labelled fixture, kept apart from the frozen baseline.

performance/projects/evidence/result-2026-10-20.json

@@ -0,0 +1,173 @@
+{
+  "memo": "0.82.0",
+  "node": "v24.19.0",
+  "searches": [
+    "Harbour Bureau (project)",
+    "HBB (key)",
+    "Харбор (alias)",
+    "bank tracker (keyword)",
+    "Rita Example (person)"
+  ],
+  "fresh_store_no_catch_up": {
+    "found": 6,
+    "relevant_found": 4,
+    "irrelevant_found": [
+      "t-alias-noise",
+      "t-rita-garden"
+    ],
+    "precision": 0.67,
+    "precision_project_context": 0.75,
+    "recall_all": 0.5,
+    "recall_reachable": 0.67,
+    "missed": [
+      "t-reply",
+      "m-tracker",
+      "d-method",
+      "n-own"
+    ],
+    "in_context_only": [
+      "t-reply",
+      "t-old"
+    ],
+    "person_only_ok": true,
+    "two_searches_ok": false,
+    "document_time": null,
+    "items": [
+      "t-name project l1",
+      "t-alias-noise project l2",
+      "t-alias-latin project l2",
+      "t-alias-cyrillic project l3",
+      "t-rita-garden person-only l5",
+      "t-rita-dm person-only l5"
+    ],
+    "units_index_pending": 10,
+    "units": 15
+  },
+  "sixty_days": {
+    "found": 9,
+    "relevant_found": 6,
+    "irrelevant_found": [
+      "t-alias-noise",
+      "m-newsletter",
+      "t-rita-garden"
+    ],
+    "precision": 0.67,
+    "precision_project_context": 0.71,
+    "recall_all": 0.75,
+    "recall_reachable": 1,
+    "missed": [
+      "t-reply",
+      "n-own"
+    ],
+    "in_context_only": [
+      "t-reply",
+      "t-old"
+    ],
+    "person_only_ok": true,
+    "two_searches_ok": true,
+    "document_time": "stored-update",
+    "items": [
+      "t-name project l1",
+      "d-method project l1",
+      "t-alias-noise project l2",
+      "t-alias-latin project l2",
+      "m-newsletter project l2",
+      "m-tracker project l2+l4",
+      "t-alias-cyrillic project l3",
+      "t-rita-garden person-only l5",
+      "t-rita-dm person-only l5"
+    ],
+    "reads": 15,
+    "read_bytes": 720,
+    "around_bytes": 493,
+    "index": {
+      "state": "updated",
+      "mail": 4,
+      "documents": 3,
+      "code": null
+    },
+    "units": 15
+  },
+  "year": {
+    "found": 10,
+    "relevant_found": 7,
+    "irrelevant_found": [
+      "t-alias-noise",
+      "m-newsletter",
+      "t-rita-garden"
+    ],
+    "precision": 0.7,
+    "precision_project_context": 0.75,
+    "recall_all": 0.78,
+    "recall_reachable": 1,
+    "missed": [
+      "t-reply",
+      "n-own"
+    ],
+    "in_context_only": [
+      "t-reply"
+    ],
+    "person_only_ok": true,
+    "two_searches_ok": true,
+    "document_time": "stored-update",
+    "items": [
+      "t-name project l1",
+      "d-method project l1",
+      "t-alias-noise project l2",
+      "t-alias-latin project l2",
+      "m-newsletter project l2",
+      "m-tracker project l2+l4",
+      "t-alias-cyrillic project l3",
+      "t-rita-garden person-only l5",
+      "t-rita-dm person-only l5",
+      "t-old project l1"
+    ]
+  },
+  "key_as_search": {
+    "found": 9,
+    "relevant_found": 6,
+    "irrelevant_found": [
+      "t-alias-noise",
+      "m-newsletter",
+      "t-rita-garden"
+    ],
+    "precision": 0.67,
+    "precision_project_context": 0.71,
+    "recall_all": 0.75,
+    "recall_reachable": 1,
+    "missed": [
+      "t-reply",
+      "n-own"
+    ],
+    "in_context_only": [
+      "t-reply",
+      "t-old"
+    ],
+    "person_only_ok": true,
+    "two_searches_ok": true,
+    "document_time": "stored-update",
+    "items": [
+      "t-name project l1",
+      "d-method project l1",
+      "t-alias-noise project l2",
+      "t-alias-latin project l2",
+      "m-newsletter project l2",
+      "m-tracker project l2+l4",
+      "t-alias-cyrillic project l3",
+      "t-rita-garden person-only l5",
+      "t-rita-dm person-only l5"
+    ]
+  },
+  "all_sources": {
+    "sources": 3,
+    "unread": [
+      "notes"
+    ]
+  },
+  "resume_two_pages": {
+    "invocations": 8,
+    "references": 9,
+    "duplicates": 0,
+    "same_as_one_run": true
+  }
+}