<a class="headerlink" href="#_1" title="Permanent link">¶</a></h1>
<p><strong>story_id</strong>: <code>CVN-N<nnn>-US<m></code>
<strong>epic_id</strong>: <code>CVN-N<nnn>-E<letter></code> (parent)
<strong>need_id</strong>: <code>CVN-N<nnn></code> (grand-parent)
<strong>Status</strong>: <code>draft | in-progress | done | cancelled</code>
<strong>Created</strong>: YYYY-MM-DD
<strong>Size</strong>: <code>XS | S | M | L | XL</code> (effort estimate)</p>
<hr />
<h2 id="1-user-story">1. User story<a class="headerlink" href="#1-user-story" title="Permanent link">¶</a></h2>
<blockquote>
<p>As a <strong><role></strong>, I want <strong><capability></strong> so that <strong><benefit></strong>.</p>
</blockquote>
<h2 id="2-context">2. Context<a class="headerlink" href="#2-context" title="Permanent link">¶</a></h2>
<p><Short paragraph connecting this story to the parent epic. Why now? What's the prior state?></p>
<h2 id="3-acceptance-criteria">3. Acceptance criteria<a class="headerlink" href="#3-acceptance-criteria" title="Permanent link">¶</a></h2>
<p><Specific, testable, observable. The CI / reviewer checks these to mark done.></p>
<ul class="task-list">
<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled/><span class="task-list-indicator"></span></label> Criterion 1 (testable: how is it verified?)</li>
<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled/><span class="task-list-indicator"></span></label> Criterion 2</li>
<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled/><span class="task-list-indicator"></span></label> Tests added: <code><file paths></code> — scenario list</li>
<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled/><span class="task-list-indicator"></span></label> Documentation updated: <code><file paths></code></li>
<li class="task-list-item"><label class="task-list-control"><input type="checkbox" disabled/><span class="task-list-indicator"></span></label> No ADR violated (scan <code>documentation/adr/</code>)</li>
</ul>
<h2 id="4-test-plan">4. Test plan<a class="headerlink" href="#4-test-plan" title="Permanent link">¶</a></h2>
<p><What tests are added/modified? Unit? Integration? Manual verification steps for the operator?></p>
<ul>
<li>Unit tests: <code>tests/unit/<file>.py::<class></code></li>
<li>Integration: <code>tests/integration/<file>.py</code></li>
<li>Manual: <code><steps for operator post-merge></code></li>
</ul>
<h2 id="5-dependencies">5. Dependencies<a class="headerlink" href="#5-dependencies" title="Permanent link">¶</a></h2>
<p><Other stories this requires. External data / credentials / deploys.></p>
<ul>
<li>Depends on: <code><story_id / external></code></li>
</ul>
<h2 id="6-prs">6. PRs<a class="headerlink" href="#6-prs" title="Permanent link">¶</a></h2>
<p><Updated as PRs land. Multiple PRs per story is normal.></p>
<ul>
<li>PR #<n> — <title> — <code><commit_sha_short></code></li>
</ul>
<h2 id="7-mlflow-runs-if-this-story-triggers-model-training">7. MLflow runs (if this story triggers model training)<a class="headerlink" href="#7-mlflow-runs-if-this-story-triggers-model-training" title="Permanent link">¶</a></h2>
<p><Filled when training runs happen under this story. Carries need_id / epic_id / story_id tags.></p>
<ul>
<li>Run <code><uuid></code> — <code><params highlight></code> — metric <code><f1_buy=x></code> — status <code><ok/bad></code></li>
</ul>
<h2 id="8-closure">8. Closure<a class="headerlink" href="#8-closure" title="Permanent link">¶</a></h2>
<p><Filled when done. Outcome, links to merged PRs, metric before/after, any lesson learned.></p>
<h2 id="9-implementation-phases">9. Implementation phases<a class="headerlink" href="#9-implementation-phases" title="Permanent link">¶</a></h2>
<p><Paste the relevant phase template below. Pick by deliverable :
- <strong>ML/FTF Track Story</strong> (factor + per-track gate) → <code>documentation/templates/TEMPLATE_story_phases_ml_ftf.md</code>
- <strong>Infra / Ops Story</strong> (production capability, no FTF gate — also covers bugfix + refactor on production code, since they follow the same Plan → Implement → CR → Deploy → Validate flow) → <code>documentation/templates/TEMPLATE_story_phases_infra.md</code>
- <strong>ADR / Process Story</strong> (decision record or process change) → <code>documentation/templates/TEMPLATE_story_phases_adr.md</code>
- <strong>Docs Story</strong> (content, no code, no ADR) → <code>documentation/templates/TEMPLATE_story_phases_docs.md</code></p>
<p>Categories are by deliverable, not by intent : a hotfix targeting <code>src/</code> uses the Infra phases ; a hotfix on a doc uses the Docs phases. The phase template is paste-friendly into the OP Story description directly.></p>
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