diff --git a/docs/research/NEXT_100_PR_MAP.md b/docs/research/NEXT_100_PR_MAP.md
index 138b9773..eef70e05 100644
--- a/docs/research/NEXT_100_PR_MAP.md
+++ b/docs/research/NEXT_100_PR_MAP.md
@@ -26,7 +26,7 @@ Make the repo easier to run, understand, and verify.
 |---:|---|---|---|
 | A1 | Add a `make doctor` command that checks Python version, package install, expected folders, and key optional tools (complete). — scripts/doctor.py: checks Python ≥3.9, pip install, key modules, expected dirs; make doctor target in Makefile; comprehensive environment diagnostics. | New users fail less. | B |
 | A2 | Add `openamp-foundry doctor` CLI equivalent (complete). — src/openamp_foundry/cli/commands/doctor.py: _run_doctor() CLI entry point, run_doctor() structured report dict, checks Python ≥3.9, required packages (numpy/scipy/pandas/pytest), openamp_foundry importable, expected dirs (src/tests/docs/schemas/scripts); 63 tests in tests/cli/test_doctor_command.py. | Agents can self-diagnose environment issues. | B |
-| A3 | Generate a first-run report after `make demo`. | New users understand outputs faster. | B |
+| A3 | Generate a first-run report after `make demo` (complete). — src/openamp_foundry/cli/commands/first_run_report.py: build_first_run_report() reads demo_ranked.jsonl/evidence/demo_report.md/run_manifest.json; graceful when outputs missing; claim boundary notice enforced in every report; format_first_run_report() human-readable output; 58 tests in tests/cli/test_first_run_report.py. | New users understand outputs faster. | B |
 | A4 | Add a `docs/getting-started/FIRST_RUN_WALKTHROUGH.md` with expected outputs and claim boundaries (complete). — docs/getting-started/FIRST_RUN_WALKTHROUGH.md: step-by-step first run guide, expected output shapes, claim boundary warnings, what output means vs doesn't mean. | Converts demo into onboarding. | A |
 | A5 | Add test that README quickstart commands stay valid (complete). — tests/test_quickstart.py: validates key quickstart commands are importable and runnable; tests/test_arch_quickstart_batch.py covers batch entrypoints. | Prevents entrypoint drift. | B |
 | A6 | Add link-check CI for internal docs (complete). — make doc-links-check: scans docs/ for internal links and verifies targets exist; included in make agent-check. | Prevents doc graph rot. | B |