Sync refreshed audit (974 resources) from GitHub

data/resources.parquet

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:af4a14529695a621e352ee47b8edaea1571a75d26804655c4e4f25f8f5c4dc40
-size 900885
+oid sha256:f80e9f9117b3a0cd6fbd8dfd2f64ecf8ad5c035a96eca99a1e4c3793f98b3d5e
+size 904681

data/star-history.json

@@ -1,10 +1,10 @@
 {
   "repository": "ChaoYue0307/awesome-loop-engineering",
   "source": "GitHub stargazer timestamps followed by repository star-count snapshots",
-  "total_stars": 51,
+  "total_stars": 55,
   "first_starred_at": "2026-06-09T16:18:52Z",
   "latest_starred_at": "2026-07-20T17:14:18Z",
-  "latest_observed_at": "2026-08-18T03:01:51Z",
+  "latest_observed_at": "2026-08-25T03:02:21Z",
   "starred_at": [
     "2026-06-09T16:18:52Z",
     "2026-06-09T16:30:12Z",
@@ -83,6 +83,18 @@
     {
       "observed_at": "2026-08-18T03:01:51Z",
       "stars": 51
+    },
+    {
+      "observed_at": "2026-08-20T03:02:03Z",
+      "stars": 53
+    },
+    {
+      "observed_at": "2026-08-21T03:02:59Z",
+      "stars": 54
+    },
+    {
+      "observed_at": "2026-08-25T03:02:21Z",
+      "stars": 55
     }
   ]
 }

design-qa.md

@@ -86,7 +86,7 @@
 - Future directions: direct-anchor restoration waits for the Resource Atlas reflow, all three audience tracks remain readable, and the agenda CTA is fully visible at desktop and mobile widths.
 - Console: no page-origin errors or warnings during mobile navigation, pattern filtering, and Resource Atlas interactions.
 - Narrow phone: 320 x 844, document width equals viewport width; the headline stays within 16 px gutters and the Three.js canvas remains fully inside the 288 px content width.
-- Source audit: 974 rows checked; 913 public sources reachable, 10 access-restricted, 51 repository-native, and 0 broken or unreachable as of 2026-08-20 UTC.
+- Source audit: 974 rows checked; 912 public sources reachable, 11 access-restricted, 51 repository-native, and 0 broken or unreachable as of 2026-08-24 UTC.
 - Data and copy: the website, README, translations, social preview source, release copy, and Hugging Face card all report 974 resources, 22 patterns, 22 contracts, 8 runtime starters, and version 0.9.0. The dataset exposes 50 fields, including `loop_layer` and `scope_fit`.
 - Semantic scene pass: the desktop hero crop paints 14.61% of pixels beyond the paper background with a 254.71 luminance range; the desktop stack paints 27.83% with a 249.98 range; the mobile hero paints 20.84% with a 229.45 range.
 - Stage interaction: selecting Verify updates `aria-pressed` across all six controls and replaces the live detail with the independent evidence-gate explanation.

docs/index.html

@@ -1795,7 +1795,7 @@
             </div>
             <p class="section-intro">Filter 974 resources by goal, loop layer, lifecycle, artifact type, and evidence class. Open any result to see its contribution, novelty, impact, scope, publication details, and original source.</p>
           </div>
-          <p class="audit-note"><strong>Last source check, 2026-08-20 UTC:</strong> 913 public links opened successfully, 10 required access, 51 point to files in this repository, and none were broken or unreachable. <a href="https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/data/resource_source_audit.csv">View the results</a> or <a href="https://github.com/ChaoYue0307/awesome-loop-engineering/issues/new?template=annotation-correction.yml">report a correction</a>.</p>
+          <p class="audit-note"><strong>Last source check, 2026-08-24 UTC:</strong> 912 public links opened successfully, 11 required access, 51 point to files in this repository, and none were broken or unreachable. <a href="https://github.com/ChaoYue0307/awesome-loop-engineering/blob/main/data/resource_source_audit.csv">View the results</a> or <a href="https://github.com/ChaoYue0307/awesome-loop-engineering/issues/new?template=annotation-correction.yml">report a correction</a>.</p>
           <div class="loop-layer-map" aria-label="Where different loop concepts live">
             <div class="loop-layer-item"><span>Inner loop</span><strong>Model recurrence</strong><p>A learned block refines hidden or latent state inside one inference. Included as an adjacent foundation.</p></div>
             <div class="loop-layer-item"><span>Task loop</span><strong>Agent execution</strong><p>The model reasons, calls tools, observes results, and updates working state while solving one task.</p></div>

scripts/render_readme_tables.py

@@ -159,19 +159,36 @@ def publication_cell(row: dict[str, str]) -> str:
     return primary
 
 
+SOURCE_STATUS_MARKS = {"restricted": "\u2021", "unavailable": "\u2020"}
+SOURCE_STATUS_FOOTNOTES = {
+    "restricted": "The linked source required access at the latest check",
+    "unavailable": "The linked source was unavailable at the latest check",
+}
+
+
+def status_key(row: dict[str, str]) -> str | None:
+    """Bucket a row's source status into the footnote it needs, or None when it needs none."""
+    status = row["source_status"]
+    if status == "restricted":
+        return "restricted"
+    if status not in {"ok", "local_ok"}:
+        return "unavailable"
+    return None
+
+
 def evidence_cell(row: dict[str, str]) -> str:
     # The per-class note is constant for every row of a class, so it is defined once in the
     # evidence-label legend rather than repeated on each row; repeating it cost roughly 40 KB
     # against the GitHub render budget. Only per-row exceptions still carry an inline note.
     evidence = row["evidence_class"]
     label = EVIDENCE_LABELS.get(evidence, evidence.replace("-", " ").title())
-    if row["source_status"] == "restricted":
-        note = "The linked source required access at the latest check"
-    elif row["source_status"] not in {"ok", "local_ok"}:
-        note = "The linked source was unavailable at the latest check"
-    else:
+    # The status note is constant for every row that carries it, so it is defined once as a
+    # legend footnote rather than repeated inline, the same way the per-class note already is.
+    # Repeating it inline cost about 750 bytes against the GitHub render budget.
+    mark = SOURCE_STATUS_MARKS.get(status_key(row))
+    if mark is None:
         return f"**{escape_cell(label)}**"
-    return f"**{escape_cell(label)}**<br><sub>{escape_cell(note)}</sub>"
+    return f"**{escape_cell(label)}** {mark}"
 
 
 def resource_cells(row: dict[str, str]) -> tuple[str, str, str, str]:
@@ -250,7 +267,17 @@ def evidence_legend_lines(rows: list[dict[str, str]]) -> list[str]:
                 escape_cell(EVIDENCE_NOTES.get(evidence, "Inspect the linked source")),
             )
         )
-    return [EVIDENCE_START, *markdown_table(("Evidence label", "Rows", "What it means"), data), EVIDENCE_END]
+    lines = [EVIDENCE_START, *markdown_table(("Evidence label", "Rows", "What it means"), data)]
+    present = {key for key in (status_key(row) for row in rows) if key is not None}
+    for key, mark in SOURCE_STATUS_MARKS.items():
+        if key in present:
+            lines.append("")
+            break
+    for key, mark in SOURCE_STATUS_MARKS.items():
+        if key in present:
+            lines.append(f"{mark} {SOURCE_STATUS_FOOTNOTES[key]}.")
+    lines.append(EVIDENCE_END)
+    return lines
 
 
 def replace_evidence_legend(lines: list[str], rows: list[dict[str, str]]) -> list[str]: