feat(demo): wire factcli as a second live_verified hub card

CHANGELOG.md

@@ -15,6 +15,12 @@ All notable changes to this project are documented here, following
   parallel. Stress-verified 12/12 green (previously intermittent).
 
 ### Added
+- **`factcli` is now a `live_verified` hub card** — the self-contained reference
+  proof target (PR #21) gained a demo manifest (`demos/factcli.yaml`) and a real
+  recorded run: the loop refactored it **F → A** (Gemini refiner, real cli-judge,
+  no Anthropic), recorded via `demo record` (KTD2). The hub now shows **two**
+  verified-run cards (15 demos / 6 recipes); `factcli` joins the graduated cohort
+  in `tests/test_starter_demos.py`.
 - **`automate-your-job` graduated from recipe → live `live_verified` demo** — the
   first recipe to become a real, recorded run. A team-lead's repetitive task
   (turn a captured day of activity into a standup digest) was handed to the loop:

demos/factcli.yaml

@@ -0,0 +1,10 @@
+id: factcli
+title: factcli — self-contained agent-native CLI
+domain: Self-contained proof
+target: a tiny CLI graded on the D2 non-interactive contract (version / project new / fs ls)
+lane: codebase
+goal: refactor a deliberately-buggy CLI until it passes the cli-judge D2 contract — the
+  self-contained reference loop that needs no external catalog tool or Go toolchain
+kind: demo
+contributor: wjlgatech
+result_ref: factcli.json

demos/results/factcli.json

@@ -0,0 +1,12 @@
+{
+  "demo_id": "factcli",
+  "source": "live_verified",
+  "grade_trajectory": [
+    "F",
+    "A"
+  ],
+  "final_grade": "A",
+  "convergence_status": "converged",
+  "report_ref": "factcli.report.md",
+  "engine_version": "0.1.0"
+}

demos/results/factcli.report.md

@@ -0,0 +1,10 @@
+# Research report — run #2
+
+- Target: factcli (D2 contract) (codebase lane)
+- Goal: make factcli agent-native
+- Status: **converged**  |  Final grade: **A**
+- Iterations: 2
+- Grade trajectory: F -> A
+
+## Learnings compounded
+- (none)

tests/test_starter_demos.py

@@ -30,7 +30,7 @@
 # Graduated self-contained demos: recipes that became real, `live_verified` demos
 # via an actual F->A loop run + `demo record` (a third cohort, distinct from the 10
 # article starters and the catalog proof-targets). These legitimately ship verified.
-GRADUATED_DEMO_IDS = {"automate-your-job"}
+GRADUATED_DEMO_IDS = {"automate-your-job", "factcli"}
 
 
 def _reg():