SoundMindsAI · SoundMindsAI · May 22, 2026 · May 22, 2026
@@ -6,7 +6,7 @@ _Top-level index across MVP1 → GA v1+ as of **2026-05-22**. Click a release na
 
 | Release | Theme | Progress | Status |
 |---|---|---|---|
-| [MVP1 / v0.1](MVP1_DASHBOARD.md) | The Loop | 61 / 62 scoped done · 10 remaining | **In progress** |
+| [MVP1 / v0.1](MVP1_DASHBOARD.md) | The Loop | 62 / 62 scoped done · 9 remaining | **In progress** |
 | [MVP2 / v0.2](MVP2_DASHBOARD.md) | Observable | 1 / 1 scoped done · 1 remaining | **In progress** |
 | MVP3 / v0.3 | Production Stacks | — | **Not yet scoped** |
 | MVP4 / v0.4 | Multi-tenant, Multi-LLM | — | **Not yet scoped** |

@@ -6,34 +6,28 @@ _Reflects feature-folder state as of **2026-05-22** (latest mtime of any planned
 
 ## Next up
 
-**[feat_study_preflight_overlap_probe](../02_product/planned_features/feat_study_preflight_overlap_probe/feature_spec.md)** — Feature, currently in **Plan**
+All scoped MVP1 features shipped 🎉
 
-> `POST /api/v1/studies` issues a single bounded `ids`-existence query against the study's target asking "for the *first* query in the query set that has any judgments (chosen deterministically by `id ASC`), do its judged doc IDs still exist
-
-Plan approved; run /impl-execute to ship
-
-```bash
-/impl-execute docs/02_product/planned_features/feat_study_preflight_overlap_probe/implementation_plan.md --all
-```
+Pull from the Idea backlog or capture a new feature spec.
 
 ## MVP1 Progress
 
 | Metric | Value |
 |---|---|
-| Scoped items done | **61 / 62** (98%) — feat_/infra_/chore_/epic_ past idea stage |
-| Pending work | **18** items (every not-done feat/infra/chore/bug across all priorities) |
+| Scoped items done | **62 / 62** (100%) — feat_/infra_/chore_/epic_ past idea stage |
+| Pending work | **17** items (every not-done feat/infra/chore/bug across all priorities) |
 | → P0 — do next | **0** unblocking / paying daily cost |
-| → P1 | **4** high-value, ready when P0 clears |
+| → P1 | **3** high-value, ready when P0 clears |
 | → P2 (default) | 13 important to file, not blocking |
 | → Backlog | 1 captured for record, not planned |
 | Open bugs | 2 |
-| Legacy "Path to MVP1" | 10 items — scoped-not-done + bugs + chore-ideas only (excludes feat/infra ideas) |
+| Legacy "Path to MVP1" | 9 items — scoped-not-done + bugs + chore-ideas only (excludes feat/infra ideas) |
 | Backlog ideas | 8 idea-only feat/infra (not yet scoped into MVP1) |
 | In flight | 0 feature(s) actively shipping |
 
 ## Pipeline
 
-### Done (73)
+### Done (74)
 
 | Feature | Type | One-liner | Depends on | Status |
 |---|---|---|---|---|
@@ -56,6 +50,7 @@ Plan approved; run /impl-execute to ship
 | [feat_query_inline_crud](implemented_features/2026_05_14_feat_query_inline_crud/feature_spec.md) | Feature | A relevance engineer on the `/query-sets/[id]` page sees a paginated table of every query in the set with `query_text`, `reference_answer`, `query_metadata`, and a `judgment_count` derived field. | `infra_foundation` `infra_adapter_elastic` `feat_study_lifecycle` `feat_llm_judgments` `feat_studies_ui` | [PR #101](https://github.com/SoundMindsAI/relyloop/pull/101) merged 2026-05-14 |
 | [feat_studies_ui](implemented_features/2026_05_12_feat_studies_ui/feature_spec.md) | Feature | A Next.js app provides 9 of the 11 MVP1 routes from [`ui-architecture.md` §"Routes (MVP1)"](../01_architecture/ui-architecture.md): dashboard, clusters list/detail, query sets list/detail, judgment re | `infra_foundation` `feat_study_lifecycle` `feat_digest_proposal` `feat_llm_judgments` `infra_adapter_elastic` | [PR #50](https://github.com/SoundMindsAI/relyloop/pull/50) merged 2026-05-12 |
 | [feat_study_lifecycle](implemented_features/2026_05_10_feat_study_lifecycle/feature_spec.md) | Feature | A relevance engineer creates a study via API or chat, the orchestrator enqueues N parallel `run_trial` jobs, trials accumulate in real time on the study detail page, the orchestrator detects stop-cond | — | [PR #18](https://github.com/SoundMindsAI/relyloop/pull/18) merged 2026-05-10 |
+| [feat_study_preflight_overlap_probe](implemented_features/2026_05_22_feat_study_preflight_overlap_probe/feature_spec.md) | Feature | `POST /api/v1/studies` issues a single bounded `ids`-existence query against the study's target asking "for the *first* query in the query set that has any judgments (chosen deterministically by `id A | — | [PR #193](https://github.com/SoundMindsAI/relyloop/pull/193) merged 2026-05-21 |
 | [feat_study_target_judgment_mismatch_guard](implemented_features/2026_05_21_feat_study_target_judgment_mismatch_guard/feature_spec.md) | Feature | `POST /api/v1/studies` rejects the mismatch at create time with a specific machine-readable error code (`JUDGMENT_TARGET_MISMATCH`, 422). | — | [PR #184](https://github.com/SoundMindsAI/relyloop/pull/184) merged 2026-05-21 |
 | [infra_adapter_elastic](implemented_features/2026_05_10_infra_adapter_elastic/feature_spec.md) | Infra | A single `ElasticAdapter` implements the `SearchAdapter` Protocol and serves both Elasticsearch (8.11+ / 9.x) and OpenSearch (2.x / 3.x), distinguished by a `engine_type` column. | — | [PR #16](https://github.com/SoundMindsAI/relyloop/pull/16) merged 2026-05-10 |
 | [infra_ci_smoke_makeup](implemented_features/2026_05_13_infra_ci_smoke_makeup/idea.md) | Infra | Complete | — | Complete |
@@ -115,11 +110,9 @@ Plan approved; run /impl-execute to ship
 
 _None._
 
-### Plan (1)
+### Plan (0)
 
-| Priority | Feature | Type | One-liner | Depends on | Status |
-|---|---|---|---|---|---|
-| P1 | [feat_study_preflight_overlap_probe](../02_product/planned_features/feat_study_preflight_overlap_probe/feature_spec.md) | Feature | `POST /api/v1/studies` issues a single bounded `ids`-existence query against the study's target asking "for the *first* query in the query set that has any judgments (chosen deterministically by `id A | — | [PR #184](https://github.com/SoundMindsAI/relyloop/pull/184) merged 2026-05-21 |
+_None._
 
 ### Spec (0)
 
@@ -158,8 +151,6 @@ graph LR
   classDef plan fill:#fef9c3,stroke:#854d0e,color:#854d0e;
   classDef spec fill:#dbeafe,stroke:#1e40af,color:#1e40af;
   classDef idea fill:#f1f5f9,stroke:#334155,color:#334155;
-  feat_study_preflight_overlap_probe["study preflight overlap probe"]
-  class feat_study_preflight_overlap_probe plan;
   infra_foundation["foundation"]
   class infra_foundation done;
   feat_study_lifecycle["study lifecycle"]
@@ -282,6 +273,8 @@ graph LR
   class feat_home_first_run_demo_nudge done;
   feat_orchestrator_zero_streak_abort["orchestrator zero streak abort"]
   class feat_orchestrator_zero_streak_abort done;
+  feat_study_preflight_overlap_probe["study preflight overlap probe"]
+  class feat_study_preflight_overlap_probe done;
   feat_study_lifecycle --> feat_digest_proposal
   feat_llm_judgments --> feat_digest_proposal
   infra_foundation --> feat_llm_judgments

@@ -384,7 +384,7 @@ <h2>Releases</h2>
 <div class="roadmap-row">
   <div class="release-name"><a href="mvp1_dashboard.html">MVP1 / v0.1</a></div>
   <div class="theme">The Loop</div>
-  <div class="progress">61 / 62 scoped done · 10 remaining</div>
+  <div class="progress">62 / 62 scoped done · 9 remaining</div>
   <span class="state-pill in_progress">In progress</span>
 </div>
 

@@ -1,7 +1,7 @@
 # Implementation Plan — feat_study_preflight_overlap_probe
 
 **Date:** 2026-05-22
-**Status:** Draft
+**Status:** Complete (PR #193, squash-merged `ca835e0` on 2026-05-22)
 **Primary spec:** [feature_spec.md](feature_spec.md)
 **Policy source(s):** [api-conventions.md](../../../01_architecture/api-conventions.md), [CLAUDE.md](../../../../CLAUDE.md), [adapters.md](../../../01_architecture/adapters.md)
 
@@ -715,17 +715,20 @@ None. The feature is purely additive — 1 new service module + 2 new repo funct
 
 ### Current sprint
 
-- [ ] Story 1.1 — Repo functions
-- [ ] Story 1.2 — Service helper
-- [ ] Story 1.3 — Handler integration + api-conventions.md row + contract tests
+- [x] Story 1.1 — Repo functions
+- [x] Story 1.2 — Service helper
+- [x] Story 1.3 — Handler integration + api-conventions.md row + contract tests
 
 ### Blocked items
 
 - None.
 
 ### Done this sprint
 
-- (none yet)
+- [x] Story 1.1 (commit `2d1727e`) — `find_first_judged_query` + `list_doc_ids_for_list_and_query` + `__init__.py` exports
+- [x] Story 1.2 (commit `2d1727e`) — `backend/app/services/study_preflight.py` (`OverlapProbeResult` + `probe_judgment_overlap` + module-level constants)
+- [x] Story 1.3 (commit `2d1727e`) — `studies.py` handler integration + `api-conventions.md` row + `study-lifecycle-debugging.md` paragraph + source-presence contract test
+- [x] Tests (commits `2d1727e`, `0602927`) — 4 unit + 14 integration test functions (18 parametrized cases) + 2 contract
 
 ---
 

@@ -23,4 +23,16 @@
 - Test counts: 4 unit + 14 integration test functions (18 parametrized cases — AC-13 contributes 5) + 2 contract
 
 ## Implementation
-- Status: Not started
+- Status: Complete
+- Date: 2026-05-22
+- PR: #193 (squash-merged as `ca835e0` on 2026-05-22)
+- CI: 5/5 green on the final push
+- Stories: 3 stories in 1 epic, all `[x]`
+- Tests: 4 unit + 14 integration test functions (18 parametrized cases) + 2 contract + 1 source-presence ordering lock
+- Cross-model reviews: phase-gate GPT-5.5 (5 findings, 2 applied + 2 deferred-as-ideas + 1 rejected), Gemini Code Assist (1 finding rejected with cited counter-evidence), final GPT-5.5 (2 findings — 1 rejected + 1 accepted-as-documented)
+- Follow-up ideas captured: `infra_study_preflight_real_engine_integration`, `chore_studies_post_arq_spy_fixture`, `bug_dashboard_banner_dismiss_persistence_flake`
+
+## Done
+- Status: Deployed to operator stack (MVP1 — no remote staging)
+- Date: 2026-05-22
+- Alembic head unchanged at `0015_trials_per_query_metrics` (feature is purely additive at the application layer)
@@ -382,28 +382,28 @@ <h1>RelyLoop MVP1 Dashboard</h1>
 <main>
 
 <section>
-  <div class="next-up">
-    <div class="eyebrow">Next up — Feature, currently in <strong>Plan</strong></div>
-    <div class="title"><a href="../../docs/02_product/planned_features/feat_study_preflight_overlap_probe/feature_spec.md">Study Preflight Overlap Probe</a></div>
-    <div class="one-liner">`POST /api/v1/studies` issues a single bounded `ids`-existence query against the study&#x27;s target asking &quot;for the *first* query in the query set that has any judgments (chosen deterministically by `id ASC`), do its judged doc IDs still exist </div>
-    <div class="stage-hint">Plan approved; run /impl-execute to ship</div>
-    <code class="cmd">/impl-execute docs/02_product/planned_features/feat_study_preflight_overlap_probe/implementation_plan.md --all</code>
+  <div class="next-up done">
+    <div class="eyebrow">Next up</div>
+    <div class="title">All scoped MVP1 features shipped 🎉</div>
+    <div class="one-liner">
+      Pull from the Idea backlog or capture a new feature spec.
+    </div>
   </div>
 </section>
 
 
 <section>
   <h2>MVP1 Progress</h2>
   <div class="kpi-row">
-    <div class="kpi ">
+    <div class="kpi complete">
       <div class="label">Scoped items done</div>
-      <div class="value">61 / 62</div>
-      <div class="sub">98% of feat_/infra_/chore_/epic_ items past idea stage</div>
-      <div class="bar"><span style="width:98%"></span></div>
+      <div class="value">62 / 62</div>
+      <div class="sub">100% of feat_/infra_/chore_/epic_ items past idea stage</div>
+      <div class="bar"><span style="width:100%"></span></div>
     </div>
     <div class="kpi warn">
       <div class="label">Pending work</div>
-      <div class="value">18</div>
+      <div class="value">17</div>
       <div class="sub">every not-done feat/infra/chore/bug across all priorities</div>
     </div>
     <div class="kpi bug">
@@ -420,7 +420,7 @@ <h2>MVP1 Progress</h2>
   <div class="kpi-row">
     <div class="kpi">
       <div class="label">P1</div>
-      <div class="value">4</div>
+      <div class="value">3</div>
       <div class="sub">high-value, ready when P0 clears</div>
     </div>
     <div class="kpi">
@@ -435,7 +435,7 @@ <h2>MVP1 Progress</h2>
     </div>
     <div class="kpi">
       <div class="label">Legacy "Path to MVP1"</div>
-      <div class="value">10</div>
+      <div class="value">9</div>
       <div class="sub">scoped not-done + bugs + chore-ideas only (excludes feat/infra ideas)</div>
     </div>
   </div>
@@ -693,19 +693,7 @@ <h3>Spec <span class="count">0</span></h3>
 </div>
 
 <div class="col plan">
-  <h3>Plan <span class="count">1</span></h3>
-
-<div class="card feat" data-prefix="feat" data-priority="P1">
-  <div class="name"><a href="../../docs/02_product/planned_features/feat_study_preflight_overlap_probe/feature_spec.md">Study Preflight Overlap Probe</a></div>
-  <div class="meta">
-    <span class="badge feat">Feature</span>
-    <span class="badge priority" data-priority="P1">P1</span>
-    <a class="pr" href="https://github.com/SoundMindsAI/relyloop/pull/184">PR #184</a><span>merged 2026-05-21</span>
-  </div>
-  <div class="one-liner">`POST /api/v1/studies` issues a single bounded `ids`-existence query against the study&#x27;s target asking &quot;for the *first* query in the query set that has any judgments (chosen deterministically by `id A</div>
-
-
-</div>
+  <h3>Plan <span class="count">0</span></h3>
 
 </div>
 
@@ -715,7 +703,7 @@ <h3>Implementing <span class="count">0</span></h3>
 </div>
 
 <div class="col done">
-  <h3>Done <span class="count">73</span></h3>
+  <h3>Done <span class="count">74</span></h3>
 
 <div class="card feat" data-prefix="feat" data-priority="P2">
   <div class="name"><a href="../../docs/00_overview/implemented_features/2026_05_21_feat_agent_propose_search_space/feature_spec.md">Agent Propose Search Space</a></div>
@@ -964,6 +952,19 @@ <h3>Done <span class="count">73</span></h3>
 </div>
 
 
+<div class="card feat" data-prefix="feat" data-priority="P2">
+  <div class="name"><a href="../../docs/00_overview/implemented_features/2026_05_22_feat_study_preflight_overlap_probe/feature_spec.md">Study Preflight Overlap Probe</a></div>
+  <div class="meta">
+    <span class="badge feat">Feature</span>
+
+    <a class="pr" href="https://github.com/SoundMindsAI/relyloop/pull/193">PR #193</a><span>merged 2026-05-21</span>
+  </div>
+  <div class="one-liner">`POST /api/v1/studies` issues a single bounded `ids`-existence query against the study&#x27;s target asking &quot;for the *first* query in the query set that has any judgments (chosen deterministically by `id A</div>
+
+
+</div>
+
+
 <div class="card feat" data-prefix="feat" data-priority="P2">
   <div class="name"><a href="../../docs/00_overview/implemented_features/2026_05_21_feat_study_target_judgment_mismatch_guard/feature_spec.md">Study Target Judgment Mismatch Guard</a></div>
   <div class="meta">
@@ -1678,8 +1679,6 @@ <h2>Dependency graph (feat_ + infra_)</h2>
   classDef plan fill:#fef9c3,stroke:#854d0e,color:#854d0e;
   classDef spec fill:#dbeafe,stroke:#1e40af,color:#1e40af;
   classDef idea fill:#f1f5f9,stroke:#334155,color:#334155;
-  feat_study_preflight_overlap_probe[&quot;study preflight overlap probe&quot;]
-  class feat_study_preflight_overlap_probe plan;
   infra_foundation[&quot;foundation&quot;]
   class infra_foundation done;
   feat_study_lifecycle[&quot;study lifecycle&quot;]
@@ -1802,6 +1801,8 @@ <h2>Dependency graph (feat_ + infra_)</h2>
   class feat_home_first_run_demo_nudge done;
   feat_orchestrator_zero_streak_abort[&quot;orchestrator zero streak abort&quot;]
   class feat_orchestrator_zero_streak_abort done;
+  feat_study_preflight_overlap_probe[&quot;study preflight overlap probe&quot;]
+  class feat_study_preflight_overlap_probe done;
   feat_study_lifecycle --&gt; feat_digest_proposal
   feat_llm_judgments --&gt; feat_digest_proposal
   infra_foundation --&gt; feat_llm_judgments
@@ -1901,8 +1902,6 @@ <h2>Dependency graph (feat_ + infra_)</h2>
   classDef plan fill:#fef9c3,stroke:#854d0e,color:#854d0e;
   classDef spec fill:#dbeafe,stroke:#1e40af,color:#1e40af;
   classDef idea fill:#f1f5f9,stroke:#334155,color:#334155;
-  feat_study_preflight_overlap_probe[&quot;study preflight overlap probe&quot;]
-  class feat_study_preflight_overlap_probe plan;
   infra_foundation[&quot;foundation&quot;]
   class infra_foundation done;
   feat_study_lifecycle[&quot;study lifecycle&quot;]
@@ -2025,6 +2024,8 @@ <h2>Dependency graph (feat_ + infra_)</h2>
   class feat_home_first_run_demo_nudge done;
   feat_orchestrator_zero_streak_abort[&quot;orchestrator zero streak abort&quot;]
   class feat_orchestrator_zero_streak_abort done;
+  feat_study_preflight_overlap_probe[&quot;study preflight overlap probe&quot;]
+  class feat_study_preflight_overlap_probe done;
   feat_study_lifecycle --&gt; feat_digest_proposal
   feat_llm_judgments --&gt; feat_digest_proposal
   infra_foundation --&gt; feat_llm_judgments