SoundMindsAI · SoundMindsAI · Jun 1, 2026 · Jun 1, 2026
@@ -7,7 +7,7 @@ _Top-level index across MVP1 → GA v1+ as of **2026-06-01**. Click a release na
 | Release | Theme | Progress | Status |
 |---|---|---|---|
 | [MVP1 / v0.1](MVP1_DASHBOARD.md) | The Loop | 94 / 94 scoped done | **Complete** |
-| [MVP2 / v0.2](MVP2_DASHBOARD.md) | Three-Engine + Real Signals | 6 / 10 scoped done · 22 remaining | **In progress** |
+| [MVP2 / v0.2](MVP2_DASHBOARD.md) | Three-Engine + Real Signals | 7 / 10 scoped done · 21 remaining | **In progress** |
 | MVP3 / v0.3 | Observable | — | **Not yet scoped** |
 | GA v1 / v1.0 | Production-ready | — | **Not yet scoped** |
 

@@ -21,26 +21,27 @@ Plan approved; run /impl-execute to ship
 | Metric | Value |
 |---|---|
 | Filed under MVP2 | **34** folders total (done + specced not-done + idea backlog + bugs) |
-| Specced features done | **6 / 10** (60%) — of features *past the idea stage* (those with a spec); the idea backlog below is NOT in this denominator, so 100% ≠ release complete |
-| Pending work | **28** items (every not-done feat/infra/chore/bug across all priorities) |
+| Specced features done | **7 / 10** (70%) — of features *past the idea stage* (those with a spec); the idea backlog below is NOT in this denominator, so 100% ≠ release complete |
+| Pending work | **27** items (every not-done feat/infra/chore/bug across all priorities) |
 | → P0 — do next | **0** unblocking / paying daily cost |
 | → P1 | **0** high-value, ready when P0 clears |
-| → P2 (default) | 24 important to file, not blocking |
+| → P2 (default) | 23 important to file, not blocking |
 | → Backlog | 4 captured for record, not planned |
 | Open bugs | 9 |
-| Legacy "Path to MVP2" | 22 items — scoped-not-done + bugs + chore-ideas only (excludes feat/infra ideas) |
+| Legacy "Path to MVP2" | 21 items — scoped-not-done + bugs + chore-ideas only (excludes feat/infra ideas) |
 | Backlog ideas | 6 idea-only feat/infra (not yet scoped into MVP2) |
 | In flight | 0 feature(s) actively shipping |
 
 ## Pipeline
 
-### Done (6)
+### Done (7)
 
 | Feature | Type | One-liner | Depends on | Status |
 |---|---|---|---|---|
 | [feat_contextual_help_mvp2](implemented_features/2026_05_15_feat_contextual_help_mvp2/idea.md) | Feature | Phase 1 covered the create-study modal + study-detail surface — the steepest onboarding cliff. Two clusters of surfaces remain that a relevance engineer encounters after running their first study: | — | [PR #124](https://github.com/SoundMindsAI/relyloop/pull/124) merged 2026-05-15 |
 | [feat_demo_ubi_study_comparison](implemented_features/2026_05_30_feat_demo_ubi_study_comparison/feature_spec.md) | Feature | After this feature, the home-button reseed (and the | — | [PR #320](https://github.com/SoundMindsAI/relyloop/pull/320) merged 2026-05-30 |
 | [feat_overnight_autopilot](implemented_features/2026_05_31_feat_overnight_autopilot/feature_spec.md) | Feature | an operator can (a) discover the overnight path while creating a study because the wizard control is reframed as a labeled "🌙 Run overnight (compound automatically)" toggle with explicit copy about th | — | [PR #343](https://github.com/SoundMindsAI/relyloop/pull/343) merged 2026-05-31 |
+| [feat_study_convergence_indicator](implemented_features/2026_06_01_feat_study_convergence_indicator/feature_spec.md) | Feature | Every completed study carries a plain-language **convergence verdict** — `converged` / `still_improving` / `too_few_trials` — backed by a best-metric-so-far curve. | — | [PR #352](https://github.com/SoundMindsAI/relyloop/pull/352) merged 2026-06-01 |
 | [feat_study_sub_warmup_guard](implemented_features/2026_05_29_feat_study_sub_warmup_guard/feature_spec.md) | Feature | A non-blocking inline warning appears under the `max_trials` input whenever the derived preset is `custom` AND `max_trials < STUDIES_TPE_WARMUP_FLOOR (= 50)`, naming Focused/Standard as one-click reme | — | [PR #316](https://github.com/SoundMindsAI/relyloop/pull/316) merged 2026-05-29 |
 | [feat_ubi_judgments](implemented_features/2026_05_29_feat_ubi_judgments/feature_spec.md) | Feature | Operators with the OpenSearch / ES UBI plugin installed (today; Solr's first-party `solr.UBIComponent` lights up with the sibling `infra_adapter_solr` MVP2 release) can derive judgments from real clic | — | [PR #317](https://github.com/SoundMindsAI/relyloop/pull/317) merged 2026-05-29 |
 | [infra_adapter_solr](implemented_features/2026_05_31_infra_adapter_solr/feature_spec.md) | Infra | A single `SolrAdapter` implements the `SearchAdapter` Protocol against Apache Solr 9.x and 10.x (both SolrCloud and standalone), pivoting on a capability probe at construction time. | `feat_ubi_judgments` | [PR #336](https://github.com/SoundMindsAI/relyloop/pull/336) merged 2026-05-31 |
@@ -49,14 +50,13 @@ Plan approved; run /impl-execute to ship
 
 _None._
 
-### Plan (4)
+### Plan (3)
 
 | # | Priority | Feature | Type | One-liner | Depends on | Status |
 |---|---|---|---|---|---|---|
 | 1 | P2 | [feat_query_normalization_tuning](planned_features/02_mvp2/feat_query_normalization_tuning/feature_spec.md) | Feature | A template that opts in by declaring `query_normalizer` as a Categorical param gets the Optuna loop deciding empirically — on the operator's judgment set — whether lowercasing, trimming, or contractio | — | — |
-| 2 | P2 | [feat_study_convergence_indicator](planned_features/02_mvp2/feat_study_convergence_indicator/feature_spec.md) | Feature | Every completed study carries a plain-language **convergence verdict** — `converged` / `still_improving` / `too_few_trials` — backed by a best-metric-so-far curve. | — | [PR #316](https://github.com/SoundMindsAI/relyloop/pull/316) |
-| 3 | P2 | [feat_ubi_llm_study_comparison](planned_features/02_mvp2/feat_ubi_llm_study_comparison/feature_spec.md) | Feature | A single dedicated route `/studies/compare?a={id}&b={id}` renders the two studies side-by-side with a per-panel diff column: a sentence-level digest-narrative diff, a best-trial parameter table with s | — | [PR #320](https://github.com/SoundMindsAI/relyloop/pull/320) |
-| 4 | P2 | [chore_demo_seeding_integration_tests_rewrite](planned_features/02_mvp2/chore_demo_seeding_integration_tests_rewrite/feature_spec.md) | Chore | The 9 skipped cases are rewritten to the async "POST + poll-until-terminal" shape, the timeout case is re-homed to the worker layer, a new `AC-Async` case asserts the `running → complete` polling tran | — | [PR #286](https://github.com/SoundMindsAI/relyloop/pull/286) |
+| 2 | P2 | [feat_ubi_llm_study_comparison](planned_features/02_mvp2/feat_ubi_llm_study_comparison/feature_spec.md) | Feature | A single dedicated route `/studies/compare?a={id}&b={id}` renders the two studies side-by-side with a per-panel diff column: a sentence-level digest-narrative diff, a best-trial parameter table with s | — | [PR #320](https://github.com/SoundMindsAI/relyloop/pull/320) |
+| 3 | P2 | [chore_demo_seeding_integration_tests_rewrite](planned_features/02_mvp2/chore_demo_seeding_integration_tests_rewrite/feature_spec.md) | Chore | The 9 skipped cases are rewritten to the async "POST + poll-until-terminal" shape, the timeout case is re-homed to the worker layer, a new `AC-Async` case asserts the `running → complete` polling tran | — | [PR #286](https://github.com/SoundMindsAI/relyloop/pull/286) |
 
 ### Spec (0)
 
@@ -106,8 +106,6 @@ graph LR
   class chore_demo_seeding_integration_tests_rewrite plan;
   feat_query_normalization_tuning["query normalization tuning"]
   class feat_query_normalization_tuning plan;
-  feat_study_convergence_indicator["study convergence indicator"]
-  class feat_study_convergence_indicator plan;
   feat_ubi_llm_study_comparison["ubi llm study comparison"]
   class feat_ubi_llm_study_comparison plan;
   feat_contextual_help_mvp2["contextual help mvp2"]
@@ -122,6 +120,8 @@ graph LR
   class feat_overnight_autopilot done;
   infra_adapter_solr["adapter solr"]
   class infra_adapter_solr done;
+  feat_study_convergence_indicator["study convergence indicator"]
+  class feat_study_convergence_indicator done;
   feat_ubi_judgments --> infra_adapter_solr
 ```
 

@@ -392,7 +392,7 @@ <h2>Releases</h2>
 <div class="roadmap-row">
   <div class="release-name"><a href="mvp2_dashboard.html">MVP2 / v0.2</a></div>
   <div class="theme">Three-Engine + Real Signals</div>
-  <div class="progress">6 / 10 scoped done · 22 remaining</div>
+  <div class="progress">7 / 10 scoped done · 21 remaining</div>
   <span class="state-pill in_progress">In progress</span>
 </div>
 

@@ -1,7 +1,7 @@
 # Implementation Plan — Study convergence indicator
 
 **Date:** 2026-05-31
-**Status:** Ready for Execution
+**Status:** Complete (PR #352, merged 2026-06-01)
 **Primary spec:** [`feature_spec.md`](feature_spec.md)
 **Policy source(s):** [`CLAUDE.md`](../../../../../CLAUDE.md), [`docs/01_architecture/api-conventions.md`](../../../../01_architecture/api-conventions.md), [`docs/01_architecture/ui-architecture.md`](../../../../01_architecture/ui-architecture.md)
 

@@ -1,5 +1,7 @@
 # Pipeline Status — feat_study_convergence_indicator
 
+**Release:** mvp2
+
 ## Idea
 - Status: Complete
 - File: idea.md
@@ -21,4 +23,9 @@
 - Phases covered: single-phase delivery (FR-1 through FR-9 all in this plan; no deferred phases)
 
 ## Implementation
-- Status: Not started
+- Status: Complete
+- Date: 2026-06-01
+- PR: #352 (squash-merged `0eee17a9`)
+- CI: green (pr + DCO + secrets-defense; SKIP_HEAVY_CI fast lane)
+- Stories: 11/11 complete
+- Cross-model review: Gemini (1 Medium accepted+fixed `644feeed`) + GPT-5.5 final (4 findings: 2 accepted+fixed `644feeed`/`ad72e297`, 3 rejected as review-window truncation artifacts)
@@ -397,13 +397,13 @@ <h2>MVP2 Progress</h2>
   <div class="kpi-row">
     <div class="kpi ">
       <div class="label">Specced features done</div>
-      <div class="value">6 / 10</div>
-      <div class="sub">60% specced · 34 filed under MVP2</div>
-      <div class="bar"><span style="width:60%"></span></div>
+      <div class="value">7 / 10</div>
+      <div class="sub">70% specced · 34 filed under MVP2</div>
+      <div class="bar"><span style="width:70%"></span></div>
     </div>
     <div class="kpi warn">
       <div class="label">Pending work</div>
-      <div class="value">28</div>
+      <div class="value">27</div>
       <div class="sub">every not-done feat/infra/chore/bug across all priorities</div>
     </div>
     <div class="kpi bug">
@@ -425,7 +425,7 @@ <h2>MVP2 Progress</h2>
     </div>
     <div class="kpi">
       <div class="label">P2 (default)</div>
-      <div class="value">24</div>
+      <div class="value">23</div>
       <div class="sub">important to file, not blocking</div>
     </div>
     <div class="kpi">
@@ -435,7 +435,7 @@ <h2>MVP2 Progress</h2>
     </div>
     <div class="kpi">
       <div class="label">Legacy "Path to MVP2"</div>
-      <div class="value">22</div>
+      <div class="value">21</div>
       <div class="sub">scoped not-done + bugs + chore-ideas only (excludes feat/infra ideas)</div>
     </div>
   </div>
@@ -784,7 +784,7 @@ <h3>Spec <span class="count">0</span></h3>
 </div>
 
 <div class="col plan">
-  <h3>Plan <span class="count">4</span></h3>
+  <h3>Plan <span class="count">3</span></h3>
 
 <div class="card feat" data-prefix="feat" data-priority="P2">
   <div class="name"><a href="../../docs/00_overview/planned_features/02_mvp2/feat_query_normalization_tuning/feature_spec.md">Query Normalization Tuning</a></div>
@@ -799,19 +799,6 @@ <h3>Plan <span class="count">4</span></h3>
 </div>
 
 
-<div class="card feat" data-prefix="feat" data-priority="P2">
-  <div class="name"><a href="../../docs/00_overview/planned_features/02_mvp2/feat_study_convergence_indicator/feature_spec.md">Study Convergence Indicator</a></div>
-  <div class="meta">
-    <span class="badge feat">Feature</span>
-    <span class="badge priority" data-priority="P2">P2</span>
-    <a class="pr" href="https://github.com/SoundMindsAI/relyloop/pull/316">PR #316</a>
-  </div>
-  <div class="one-liner">Every completed study carries a plain-language **convergence verdict** — `converged` / `still_improving` / `too_few_trials` — backed by a best-metric-so-far curve.</div>
-
-
-</div>
-
-
 <div class="card feat" data-prefix="feat" data-priority="P2">
   <div class="name"><a href="../../docs/00_overview/planned_features/02_mvp2/feat_ubi_llm_study_comparison/feature_spec.md">Ubi Llm Study Comparison</a></div>
   <div class="meta">
@@ -845,7 +832,7 @@ <h3>Implementing <span class="count">0</span></h3>
 </div>
 
 <div class="col done">
-  <h3>Done <span class="count">6</span></h3>
+  <h3>Done <span class="count">7</span></h3>
 
 <div class="card feat" data-prefix="feat" data-priority="P2">
   <div class="name"><a href="../../docs/00_overview/implemented_features/2026_05_15_feat_contextual_help_mvp2">Contextual Help</a></div>
@@ -886,6 +873,19 @@ <h3>Done <span class="count">6</span></h3>
 </div>
 
 
+<div class="card feat" data-prefix="feat" data-priority="P2">
+  <div class="name"><a href="../../docs/00_overview/implemented_features/2026_06_01_feat_study_convergence_indicator/feature_spec.md">Study Convergence Indicator</a></div>
+  <div class="meta">
+    <span class="badge feat">Feature</span>
+
+    <a class="pr" href="https://github.com/SoundMindsAI/relyloop/pull/352">PR #352</a> <span>merged 2026-06-01</span>
+  </div>
+  <div class="one-liner">Every completed study carries a plain-language **convergence verdict** — `converged` / `still_improving` / `too_few_trials` — backed by a best-metric-so-far curve.</div>
+
+
+</div>
+
+
 <div class="card feat" data-prefix="feat" data-priority="P2">
   <div class="name"><a href="../../docs/00_overview/implemented_features/2026_05_29_feat_study_sub_warmup_guard/feature_spec.md">Study Sub Warmup Guard</a></div>
   <div class="meta">
@@ -941,8 +941,6 @@ <h2>Dependency graph (feat_ + infra_)</h2>
   class chore_demo_seeding_integration_tests_rewrite plan;
   feat_query_normalization_tuning[&quot;query normalization tuning&quot;]
   class feat_query_normalization_tuning plan;
-  feat_study_convergence_indicator[&quot;study convergence indicator&quot;]
-  class feat_study_convergence_indicator plan;
   feat_ubi_llm_study_comparison[&quot;ubi llm study comparison&quot;]
   class feat_ubi_llm_study_comparison plan;
   feat_contextual_help_mvp2[&quot;contextual help mvp2&quot;]
@@ -957,6 +955,8 @@ <h2>Dependency graph (feat_ + infra_)</h2>
   class feat_overnight_autopilot done;
   infra_adapter_solr[&quot;adapter solr&quot;]
   class infra_adapter_solr done;
+  feat_study_convergence_indicator[&quot;study convergence indicator&quot;]
+  class feat_study_convergence_indicator done;
   feat_ubi_judgments --&gt; infra_adapter_solr</div>
     <noscript><pre>graph LR
   classDef done fill:#dcfce7,stroke:#14532d,color:#14532d;
@@ -968,8 +968,6 @@ <h2>Dependency graph (feat_ + infra_)</h2>
   class chore_demo_seeding_integration_tests_rewrite plan;
   feat_query_normalization_tuning[&quot;query normalization tuning&quot;]
   class feat_query_normalization_tuning plan;
-  feat_study_convergence_indicator[&quot;study convergence indicator&quot;]
-  class feat_study_convergence_indicator plan;
   feat_ubi_llm_study_comparison[&quot;ubi llm study comparison&quot;]
   class feat_ubi_llm_study_comparison plan;
   feat_contextual_help_mvp2[&quot;contextual help mvp2&quot;]
@@ -984,6 +982,8 @@ <h2>Dependency graph (feat_ + infra_)</h2>
   class feat_overnight_autopilot done;
   infra_adapter_solr[&quot;adapter solr&quot;]
   class infra_adapter_solr done;
+  feat_study_convergence_indicator[&quot;study convergence indicator&quot;]
+  class feat_study_convergence_indicator done;
   feat_ubi_judgments --&gt; infra_adapter_solr</pre></noscript>
   </div>
 </section>