observability: export by_node and tokens_by_model from grapharc.observe #1

Description

@Shashankss1205

Summary

grapharc.observe re-exports most of its public surface from grapharc/observe/__init__.py, but two functions that grapharc/observe/cost.py defines and documents are missing from it: by_node and tokens_by_model. Callers have to reach past the package and import from the submodule directly.

Why this matters

Reading a run afterwards is half of what makes graph engineering auditable rather than hopeful — if a function that answers "which node spent this?" is only reachable by knowing the submodule path, people stop asking the question. attribute and attribute_thread are already exported; these two belong beside them.

Where in the code

  • grapharc/observe/__init__.py — the from grapharc.observe.cost import (...) block and __all__
  • grapharc/observe/cost.py — where by_node and tokens_by_model are defined

Confirm the gap:

grep -n "by_node\|tokens_by_model" grapharc/observe/__init__.py # currently no hits
grep -n "^def by_node\|^def tokens_by_model" grapharc/observe/cost.py

What to change

  1. Add by_node and tokens_by_model to the import block in grapharc/observe/__init__.py.
  2. Add both names to __all__, keeping the list's existing alphabetical grouping.
  3. Add a short test asserting they are importable from the package root, so the gap cannot reopen.

How to verify

./.venv/bin/python -c "from grapharc.observe import by_node, tokens_by_model; print('ok')"
uv run pytest tests/test_replay.py -q
uv run ruff check .

Acceptance criteria

  • from grapharc.observe import by_node, tokens_by_model works
  • Both names appear in __all__
  • A test covers the import, and fails if either export is removed again
  • uv run pytest stays green and uv run ruff check . is clean

Skill level — good first issue

A genuinely small, self-contained change: two lines of imports, two __all__ entries, and one test. It is a good way to see how this repo expects every change to arrive with a test that would fail without it. Ask here if anything is unclear and someone will help you through it.

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      , 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all
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      })();
      (function(){
      try {
      var __m = "github.com";
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      Skip to content

      observability: export by_node and tokens_by_model from grapharc.observe #1

      Description

      @Shashankss1205

      Summary

      grapharc.observe re-exports most of its public surface from grapharc/observe/__init__.py, but two functions that grapharc/observe/cost.py defines and documents are missing from it: by_node and tokens_by_model. Callers have to reach past the package and import from the submodule directly.

      Why this matters

      Reading a run afterwards is half of what makes graph engineering auditable rather than hopeful — if a function that answers "which node spent this?" is only reachable by knowing the submodule path, people stop asking the question. attribute and attribute_thread are already exported; these two belong beside them.

      Where in the code

      • grapharc/observe/__init__.py — the from grapharc.observe.cost import (...) block and __all__
      • grapharc/observe/cost.py — where by_node and tokens_by_model are defined

      Confirm the gap:

      grep -n "by_node\|tokens_by_model" grapharc/observe/__init__.py # currently no hits
      grep -n "^def by_node\|^def tokens_by_model" grapharc/observe/cost.py

      What to change

      1. Add by_node and tokens_by_model to the import block in grapharc/observe/__init__.py.
      2. Add both names to __all__, keeping the list's existing alphabetical grouping.
      3. Add a short test asserting they are importable from the package root, so the gap cannot reopen.

      How to verify

      ./.venv/bin/python -c "from grapharc.observe import by_node, tokens_by_model; print('ok')"
      uv run pytest tests/test_replay.py -q
      uv run ruff check .

      Acceptance criteria

      • from grapharc.observe import by_node, tokens_by_model works
      • Both names appear in __all__
      • A test covers the import, and fails if either export is removed again
      • uv run pytest stays green and uv run ruff check . is clean

      Skill level — good first issue

      A genuinely small, self-contained change: two lines of imports, two __all__ entries, and one test. It is a good way to see how this repo expects every change to arrive with a test that would fail without it. Ask here if anything is unclear and someone will help you through it.

      Activity

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          , 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix"); } } catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
          Skip to content

          observability: export by_node and tokens_by_model from grapharc.observe #1

          Description

          @Shashankss1205

          Summary

          grapharc.observe re-exports most of its public surface from grapharc/observe/__init__.py, but two functions that grapharc/observe/cost.py defines and documents are missing from it: by_node and tokens_by_model. Callers have to reach past the package and import from the submodule directly.

          Why this matters

          Reading a run afterwards is half of what makes graph engineering auditable rather than hopeful — if a function that answers "which node spent this?" is only reachable by knowing the submodule path, people stop asking the question. attribute and attribute_thread are already exported; these two belong beside them.

          Where in the code

          • grapharc/observe/__init__.py — the from grapharc.observe.cost import (...) block and __all__
          • grapharc/observe/cost.py — where by_node and tokens_by_model are defined

          Confirm the gap:

          grep -n "by_node\|tokens_by_model" grapharc/observe/__init__.py # currently no hits
          grep -n "^def by_node\|^def tokens_by_model" grapharc/observe/cost.py

          What to change

          1. Add by_node and tokens_by_model to the import block in grapharc/observe/__init__.py.
          2. Add both names to __all__, keeping the list's existing alphabetical grouping.
          3. Add a short test asserting they are importable from the package root, so the gap cannot reopen.

          How to verify

          ./.venv/bin/python -c "from grapharc.observe import by_node, tokens_by_model; print('ok')"
          uv run pytest tests/test_replay.py -q
          uv run ruff check .

          Acceptance criteria

          • from grapharc.observe import by_node, tokens_by_model works
          • Both names appear in __all__
          • A test covers the import, and fails if either export is removed again
          • uv run pytest stays green and uv run ruff check . is clean

          Skill level — good first issue

          A genuinely small, self-contained change: two lines of imports, two __all__ entries, and one test. It is a good way to see how this repo expects every change to arrive with a test that would fail without it. Ask here if anything is unclear and someone will help you through it.

          Activity

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              , 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms"); } } catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
              Skip to content

              observability: export by_node and tokens_by_model from grapharc.observe #1

              Description

              @Shashankss1205

              Summary

              grapharc.observe re-exports most of its public surface from grapharc/observe/__init__.py, but two functions that grapharc/observe/cost.py defines and documents are missing from it: by_node and tokens_by_model. Callers have to reach past the package and import from the submodule directly.

              Why this matters

              Reading a run afterwards is half of what makes graph engineering auditable rather than hopeful — if a function that answers "which node spent this?" is only reachable by knowing the submodule path, people stop asking the question. attribute and attribute_thread are already exported; these two belong beside them.

              Where in the code

              • grapharc/observe/__init__.py — the from grapharc.observe.cost import (...) block and __all__
              • grapharc/observe/cost.py — where by_node and tokens_by_model are defined

              Confirm the gap:

              grep -n "by_node\|tokens_by_model" grapharc/observe/__init__.py # currently no hits
              grep -n "^def by_node\|^def tokens_by_model" grapharc/observe/cost.py

              What to change

              1. Add by_node and tokens_by_model to the import block in grapharc/observe/__init__.py.
              2. Add both names to __all__, keeping the list's existing alphabetical grouping.
              3. Add a short test asserting they are importable from the package root, so the gap cannot reopen.

              How to verify

              ./.venv/bin/python -c "from grapharc.observe import by_node, tokens_by_model; print('ok')"
              uv run pytest tests/test_replay.py -q
              uv run ruff check .

              Acceptance criteria

              • from grapharc.observe import by_node, tokens_by_model works
              • Both names appear in __all__
              • A test covers the import, and fails if either export is removed again
              • uv run pytest stays green and uv run ruff check . is clean

              Skill level — good first issue

              A genuinely small, self-contained change: two lines of imports, two __all__ entries, and one test. It is a good way to see how this repo expects every change to arrive with a test that would fail without it. Ask here if anything is unclear and someone will help you through it.

              Activity

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                  , 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links"); } } catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); } })(); (function(){ try { var __m = "youtube.com"; var __re = new RegExp('^' + "youtube\\.com" + '
                  Skip to content

                  observability: export by_node and tokens_by_model from grapharc.observe #1

                  Description

                  @Shashankss1205

                  Summary

                  grapharc.observe re-exports most of its public surface from grapharc/observe/__init__.py, but two functions that grapharc/observe/cost.py defines and documents are missing from it: by_node and tokens_by_model. Callers have to reach past the package and import from the submodule directly.

                  Why this matters

                  Reading a run afterwards is half of what makes graph engineering auditable rather than hopeful — if a function that answers "which node spent this?" is only reachable by knowing the submodule path, people stop asking the question. attribute and attribute_thread are already exported; these two belong beside them.

                  Where in the code

                  • grapharc/observe/__init__.py — the from grapharc.observe.cost import (...) block and __all__
                  • grapharc/observe/cost.py — where by_node and tokens_by_model are defined

                  Confirm the gap:

                  grep -n "by_node\|tokens_by_model" grapharc/observe/__init__.py # currently no hits
                  grep -n "^def by_node\|^def tokens_by_model" grapharc/observe/cost.py

                  What to change

                  1. Add by_node and tokens_by_model to the import block in grapharc/observe/__init__.py.
                  2. Add both names to __all__, keeping the list's existing alphabetical grouping.
                  3. Add a short test asserting they are importable from the package root, so the gap cannot reopen.

                  How to verify

                  ./.venv/bin/python -c "from grapharc.observe import by_node, tokens_by_model; print('ok')"
                  uv run pytest tests/test_replay.py -q
                  uv run ruff check .

                  Acceptance criteria

                  • from grapharc.observe import by_node, tokens_by_model works
                  • Both names appear in __all__
                  • A test covers the import, and fails if either export is removed again
                  • uv run pytest stays green and uv run ruff check . is clean

                  Skill level — good first issue

                  A genuinely small, self-contained change: two lines of imports, two __all__ entries, and one test. It is a good way to see how this repo expects every change to arrive with a test that would fail without it. Ask here if anything is unclear and someone will help you through it.

                  Activity

                  Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

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                  No one assigned

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                      No milestone

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                      , 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default"); } } catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
                      Skip to content

                      observability: export by_node and tokens_by_model from grapharc.observe #1

                      Description

                      @Shashankss1205

                      Summary

                      grapharc.observe re-exports most of its public surface from grapharc/observe/__init__.py, but two functions that grapharc/observe/cost.py defines and documents are missing from it: by_node and tokens_by_model. Callers have to reach past the package and import from the submodule directly.

                      Why this matters

                      Reading a run afterwards is half of what makes graph engineering auditable rather than hopeful — if a function that answers "which node spent this?" is only reachable by knowing the submodule path, people stop asking the question. attribute and attribute_thread are already exported; these two belong beside them.

                      Where in the code

                      • grapharc/observe/__init__.py — the from grapharc.observe.cost import (...) block and __all__
                      • grapharc/observe/cost.py — where by_node and tokens_by_model are defined

                      Confirm the gap:

                      grep -n "by_node\|tokens_by_model" grapharc/observe/__init__.py # currently no hits
                      grep -n "^def by_node\|^def tokens_by_model" grapharc/observe/cost.py

                      What to change

                      1. Add by_node and tokens_by_model to the import block in grapharc/observe/__init__.py.
                      2. Add both names to __all__, keeping the list's existing alphabetical grouping.
                      3. Add a short test asserting they are importable from the package root, so the gap cannot reopen.

                      How to verify

                      ./.venv/bin/python -c "from grapharc.observe import by_node, tokens_by_model; print('ok')"
                      uv run pytest tests/test_replay.py -q
                      uv run ruff check .

                      Acceptance criteria

                      • from grapharc.observe import by_node, tokens_by_model works
                      • Both names appear in __all__
                      • A test covers the import, and fails if either export is removed again
                      • uv run pytest stays green and uv run ruff check . is clean

                      Skill level — good first issue

                      A genuinely small, self-contained change: two lines of imports, two __all__ entries, and one test. It is a good way to see how this repo expects every change to arrive with a test that would fail without it. Ask here if anything is unclear and someone will help you through it.

                      Activity

                      Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

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                      Metadata

                      Assignees

                      No one assigned

                        Labels

                        Type

                        No type

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                        No projects

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                          No milestone

                          Relationships

                          None yet

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                          No branches or pull requests

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                          , 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers"); } } catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + '
                          Skip to content

                          observability: export by_node and tokens_by_model from grapharc.observe #1

                          Description

                          @Shashankss1205

                          Summary

                          grapharc.observe re-exports most of its public surface from grapharc/observe/__init__.py, but two functions that grapharc/observe/cost.py defines and documents are missing from it: by_node and tokens_by_model. Callers have to reach past the package and import from the submodule directly.

                          Why this matters

                          Reading a run afterwards is half of what makes graph engineering auditable rather than hopeful — if a function that answers "which node spent this?" is only reachable by knowing the submodule path, people stop asking the question. attribute and attribute_thread are already exported; these two belong beside them.

                          Where in the code

                          • grapharc/observe/__init__.py — the from grapharc.observe.cost import (...) block and __all__
                          • grapharc/observe/cost.py — where by_node and tokens_by_model are defined

                          Confirm the gap:

                          grep -n "by_node\|tokens_by_model" grapharc/observe/__init__.py # currently no hits
                          grep -n "^def by_node\|^def tokens_by_model" grapharc/observe/cost.py

                          What to change

                          1. Add by_node and tokens_by_model to the import block in grapharc/observe/__init__.py.
                          2. Add both names to __all__, keeping the list's existing alphabetical grouping.
                          3. Add a short test asserting they are importable from the package root, so the gap cannot reopen.

                          How to verify

                          ./.venv/bin/python -c "from grapharc.observe import by_node, tokens_by_model; print('ok')"
                          uv run pytest tests/test_replay.py -q
                          uv run ruff check .

                          Acceptance criteria

                          • from grapharc.observe import by_node, tokens_by_model works
                          • Both names appear in __all__
                          • A test covers the import, and fails if either export is removed again
                          • uv run pytest stays green and uv run ruff check . is clean

                          Skill level — good first issue

                          A genuinely small, self-contained change: two lines of imports, two __all__ entries, and one test. It is a good way to see how this repo expects every change to arrive with a test that would fail without it. Ask here if anything is unclear and someone will help you through it.

                          Activity

                          Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

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                          Metadata

                          Assignees

                          No one assigned

                            Labels

                            Type

                            No type

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                            No projects

                              Milestone

                              No milestone

                              Relationships

                              None yet

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                              , 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode"); } } catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); } })(); })();
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                              observability: export by_node and tokens_by_model from grapharc.observe #1

                              Description

                              @Shashankss1205

                              Summary

                              grapharc.observe re-exports most of its public surface from grapharc/observe/__init__.py, but two functions that grapharc/observe/cost.py defines and documents are missing from it: by_node and tokens_by_model. Callers have to reach past the package and import from the submodule directly.

                              Why this matters

                              Reading a run afterwards is half of what makes graph engineering auditable rather than hopeful — if a function that answers "which node spent this?" is only reachable by knowing the submodule path, people stop asking the question. attribute and attribute_thread are already exported; these two belong beside them.

                              Where in the code

                              • grapharc/observe/__init__.py — the from grapharc.observe.cost import (...) block and __all__
                              • grapharc/observe/cost.py — where by_node and tokens_by_model are defined

                              Confirm the gap:

                              grep -n "by_node\|tokens_by_model" grapharc/observe/__init__.py # currently no hits
                              grep -n "^def by_node\|^def tokens_by_model" grapharc/observe/cost.py

                              What to change

                              1. Add by_node and tokens_by_model to the import block in grapharc/observe/__init__.py.
                              2. Add both names to __all__, keeping the list's existing alphabetical grouping.
                              3. Add a short test asserting they are importable from the package root, so the gap cannot reopen.

                              How to verify

                              ./.venv/bin/python -c "from grapharc.observe import by_node, tokens_by_model; print('ok')"
                              uv run pytest tests/test_replay.py -q
                              uv run ruff check .

                              Acceptance criteria

                              • from grapharc.observe import by_node, tokens_by_model works
                              • Both names appear in __all__
                              • A test covers the import, and fails if either export is removed again
                              • uv run pytest stays green and uv run ruff check . is clean

                              Skill level — good first issue

                              A genuinely small, self-contained change: two lines of imports, two __all__ entries, and one test. It is a good way to see how this repo expects every change to arrive with a test that would fail without it. Ask here if anything is unclear and someone will help you through it.

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