'use strict'; (() => { const $ = (id) => document.getElementById(id); const LABELS = ['bug', 'feature', 'documentation', 'question']; const state = { currentIssues: [], run: null, selected: new Set(), decisions: new Map(), applied: new Map(), revisions: [], filter: 'all', busy: false, inputDirty: false, }; function node(tag, className, text) { const element = document.createElement(tag); if (className) element.className = className; if (text !== undefined) element.textContent = String(text); return element; } function notify(message, kind = '') { const notice = $('notice'); notice.textContent = message; notice.className = `notice ${kind}`.trim(); notice.hidden = !message; } function formatScore(value) { return Number.isFinite(value) ? value.toFixed(3) : 'Unavailable'; } function count(value) { return Number.isFinite(value) ? String(value) : '—'; } function isDuplicate(item) { return item.duplicateOf !== null && item.duplicateOf !== undefined; } async function api(path, payload) { const response = await fetch(path, { method: payload === undefined ? 'GET' : 'POST', headers: payload === undefined ? { Accept: 'application/json' } : { 'Content-Type': 'application/json', Accept: 'application/json' }, ...(payload === undefined ? {} : { body: JSON.stringify(payload) }), credentials: 'same-origin', }); let data; try { data = await response.json(); } catch (_) { throw new Error(`The local server returned an unreadable response (${response.status}).`); } if (!response.ok) { const detail = typeof data.error === 'string' ? data.error : typeof data.message === 'string' ? data.message : `Local request failed (${response.status}).`; throw new Error(detail); } return data; } function validateIssues(value) { const raw = Array.isArray(value) ? value : value?.issues; if (!Array.isArray(raw) || raw.length === 0 || raw.length > 100) throw new Error('Provide between 1 and 100 synthetic issues.'); const seen = new Set(); const issues = raw.map((item) => { if (!item || typeof item !== 'object' || Array.isArray(item)) throw new Error('Each issue must be an object.'); const id = item.id ?? item.number; if (!Number.isSafeInteger(id) || id < 1 || seen.has(id)) throw new Error('Issue IDs must be unique positive safe integers. You can use “id” or “number”.'); seen.add(id); if (typeof item.title !== 'string' || !item.title.trim() || item.title.length > 300) throw new Error('Every issue needs a title of 1–300 characters.'); if (item.body != null && typeof item.body !== 'string') throw new Error('Issue bodies must be text or null.'); const body = item.body ?? ''; if (body.length > 12000) throw new Error('Issue bodies must be at most 12,000 characters.'); if (item.labels != null && !Array.isArray(item.labels)) throw new Error('Labels must be an array.'); const labels = (item.labels ?? []).map((label) => typeof label === 'string' ? label : label?.name); if (labels.length > 30 || labels.some((label) => typeof label !== 'string' || label.length > 100)) throw new Error('Use up to 30 labels, each at most 100 characters. Labels may be strings or objects with a name.'); return { id, title: item.title.trim(), body, labels: [...new Set(labels)] }; }); if (JSON.stringify(issues).length > 256000) throw new Error('The normalized issue export must be at most 256,000 characters.'); return issues; } function readInput() { let parsed; try { parsed = JSON.parse($('json-input').value); } catch (_) { throw new Error('The JSON isn’t valid yet. Check for missing quotes, commas, or brackets.'); } return validateIssues(parsed); } function writeInput(issues) { $('json-input').value = JSON.stringify({ issues }, null, 2); $('input-count').textContent = `${issues.length} ${issues.length === 1 ? 'ISSUE' : 'ISSUES'}`; state.inputDirty = false; } function resetWithIssues(issues) { state.currentIssues = issues; state.run = null; state.selected.clear(); state.decisions.clear(); state.applied.clear(); state.revisions = []; state.filter = 'all'; writeInput(issues); render(); } function setBusy(busy) { state.busy = busy; $('json-input').readOnly = busy; $('sample-button').disabled = busy; $('empty-sample').disabled = busy; $('file-button').disabled = busy; $('run-button').disabled = busy; $('file-input').disabled = busy; $('run-button-label').textContent = busy ? 'Working locally…' : 'Run local triage'; $('workspace').setAttribute('aria-busy', String(busy)); document.querySelectorAll('.issue-checkbox, .label-select').forEach((element) => { element.disabled = busy || state.inputDirty; }); updateControls(); } function updateControls() { const selected = state.selected.size; $('selected-count').textContent = `${selected} ${selected === 1 ? 'issue' : 'issues'} selected`; $('apply-button').disabled = !selected || !state.run || state.busy || state.inputDirty; $('undo-button').disabled = !state.revisions.length || state.busy || state.inputDirty; $('export-button').disabled = !state.currentIssues.length || state.busy; $('csv-button').disabled = !state.currentIssues.length || state.busy; $('run-pill').textContent = state.inputDirty && state.run ? 'Input edited' : state.run ? 'Review before applying' : 'Awaiting a run'; const last = state.revisions[state.revisions.length - 1]; $('version-status').textContent = last ? `${last.count} ${last.count === 1 ? 'annotation' : 'annotations'} in the last apply. Undo restores the previous local version.` : 'Selections update this local copy. Your GitHub repository is never touched.'; } async function loadSample() { if (state.busy) return; setBusy(true); notify('Loading the synthetic sample from your local server…', 'busy'); try { const data = await api('/api/sample'); resetWithIssues(validateIssues(data)); notify(`Loaded ${state.currentIssues.length} synthetic issues. Run local triage when you’re ready.`, 'success'); } catch (error) { notify(error.message, 'error'); } finally { setBusy(false); } } async function runTriage() { if (state.busy) return; let issues; try { issues = readInput(); } catch (error) { notify(error.message, 'error'); $('json-input').focus(); return; } setBusy(true); notify('The local model is comparing your issues with reference examples. A first run may take a little longer.', 'busy'); try { const result = await api('/api/triage', { issues }); if (!result.runId || !Array.isArray(result.items)) throw new Error('The local server did not return a complete triage result.'); const inputIds = new Set(issues.map((issue) => String(issue.id))); const resultIds = result.items.map((item) => String(item.id)); if (result.items.length !== issues.length || new Set(resultIds).size !== resultIds.length || resultIds.some((id) => !inputIds.has(id))) throw new Error('The returned issue IDs did not match this queue. No changes were applied.'); if (result.items.some((item) => !LABELS.includes(item.suggestedLabel))) throw new Error('The server returned an unsupported label. No changes were applied.'); const normalizedResult = validateIssues(result.items); state.run = result; state.currentIssues = normalizedResult; state.selected.clear(); state.decisions = new Map(result.items.map((item) => [String(item.id), item.suggestedLabel])); state.applied.clear(); state.revisions = []; state.filter = 'all'; writeInput(state.currentIssues); render(); notify('Your first pass is ready. Read the evidence, adjust any labels, and check the issues you want to annotate. Nothing has been applied.', 'success'); } catch (error) { notify(error.message, 'error'); } finally { setBusy(false); } } function renderIssue(item, index) { const key = String(item.id); const card = node('article', `issue-card${state.selected.has(key) ? ' selected' : ''}`); const top = node('div', 'issue-top'); const checkbox = node('input', 'issue-checkbox'); checkbox.type = 'checkbox'; checkbox.checked = state.selected.has(key); checkbox.disabled = state.busy || state.inputDirty; checkbox.setAttribute('aria-label', `Select issue ${item.id}: ${item.title}`); checkbox.addEventListener('change', () => { if (checkbox.checked) state.selected.add(key); else state.selected.delete(key); card.classList.toggle('selected', checkbox.checked); updateControls(); }); const main = node('div', 'issue-main'); const heading = node('div', 'issue-heading'); heading.append(node('span', 'issue-id', `#${item.id}`), node('h4', 'issue-title', item.title)); main.append(heading); const body = String(item.body || ''); if (body) main.append(node('p', 'issue-description', body.length > 220 ? `${body.slice(0, 220)}…` : body)); const current = state.currentIssues.find((issue) => String(issue.id) === key); if (current?.labels?.length) { const labels = node('div', 'issue-labels'); labels.setAttribute('aria-label', 'Current local labels'); current.labels.forEach((label) => labels.append(node('span', 'existing-label', label))); main.append(labels); } top.append(checkbox, main); const proposal = node('div', 'issue-proposal'); const label = node('label', 'suggest-label', 'Suggested label'); const selectId = `label-choice-${index}`; label.htmlFor = selectId; const select = node('select', 'label-select'); select.id = selectId; select.setAttribute('aria-label', `Label for issue ${item.id}`); select.disabled = state.busy || state.inputDirty; LABELS.forEach((labelName) => { const option = node('option', '', labelName); option.value = labelName; select.append(option); }); select.value = state.decisions.get(key); select.addEventListener('change', () => { state.decisions.set(key, select.value); }); proposal.append(label, select); if (item.needsReview) proposal.append(node('span', 'review-badge', 'Needs a closer look')); else proposal.append(node('span', 'review-badge clear', 'Clearer match')); if (isDuplicate(item)) proposal.append(node('span', 'duplicate-badge', `Similar to #${item.duplicateOf}`)); if (state.applied.has(key)) proposal.append(node('span', 'applied-badge', 'Applied locally')); proposal.append(node('span', 'score-row', `Similarity ${formatScore(item.similarity)}`)); const details = node('details', 'evidence-details'); details.append(node('summary', '', 'Why this suggestion?')); const evidence = node('div', 'evidence-content'); if (item.evidence && typeof item.evidence === 'object') { evidence.append(node('p', '', `Nearest reference: ${item.evidence.title || 'Untitled reference'}`)); evidence.append(node('p', '', `Reference label: ${item.evidence.label || 'Unavailable'} · similarity ${formatScore(item.evidence.similarity)}`)); } else evidence.append(node('p', '', 'No reference example was returned for this issue.')); evidence.append(node('p', '', `Margin over the next label: ${formatScore(item.margin)}. A smaller margin means competing labels were closer.`)); if (isDuplicate(item)) evidence.append(node('p', '', `Possible duplicate of #${item.duplicateOf} · similarity ${formatScore(item.duplicateSimilarity)}. Review both issues before deciding; this tool will not merge or close them.`)); if (body.length > 220) evidence.append(node('p', '', `Full issue description: ${body}`)); evidence.append(node('p', '', 'Similarity is a comparison score, not a probability. This is a suggestion for a person to review.')); details.append(evidence); card.append(top, proposal, details); return card; } function render() { const run = state.run; const items = run?.items || []; const summary = run?.summary || {}; $('metric-total').textContent = count(summary.total); $('metric-ready').textContent = count(summary.ready); $('metric-review').textContent = count(summary.review); $('count-all').textContent = String(items.length); $('count-review').textContent = String(items.filter((item) => item.needsReview).length); $('count-duplicates').textContent = String(items.filter(isDuplicate).length); $('queue-subtitle').textContent = run ? 'Compare the evidence. Choose what to apply.' : 'Your judgment belongs in the loop.'; document.querySelectorAll('.filter').forEach((button) => { const active = button.dataset.filter === state.filter; button.classList.toggle('active', active); button.setAttribute('aria-pressed', String(active)); }); const list = $('issue-list'); list.replaceChildren(); $('empty-state').hidden = Boolean(run); const filtered = items.filter((item) => state.filter === 'all' || (state.filter === 'review' && item.needsReview) || (state.filter === 'duplicates' && isDuplicate(item))); if (run && !filtered.length) list.append(node('div', 'filter-empty', state.filter === 'duplicates' ? 'No duplicate candidates in this run.' : 'No issues need a closer look in this run.')); filtered.forEach((item, index) => list.append(renderIssue(item, index))); $('run-details').hidden = !run; if (run) { const modelName = run.model?.name || 'Model name not supplied'; const duration = Number.isFinite(run.timings?.totalMs) ? ` · ${(run.timings.totalMs / 1000).toFixed(2)} s total` : ''; const mode = run.model?.offline === true ? ' · offline inference' : ''; $('model-details').textContent = `${modelName}${mode}${duration}`; $('workflow-details').replaceChildren(); if (Array.isArray(run.workflowSteps)) run.workflowSteps.forEach((step) => $('workflow-details').append(node('li', '', step))); } updateControls(); } async function applySelected() { if (state.busy || state.inputDirty || !state.run || !state.selected.size) return; const decisions = state.run.items.filter((item) => state.selected.has(String(item.id))).map((item) => ({ id: item.id, label: state.decisions.get(String(item.id)) })); setBusy(true); notify('Applying your checked labels to the local copy…', 'busy'); try { const result = await api('/api/apply', { runId: state.run.runId, decisions }); if (!result.revisionId || !Array.isArray(result.issues)) throw new Error('The server did not return a reversible revision. The apply status is uncertain; inspect the server before retrying.'); const previousApplied = new Map(state.applied); state.currentIssues = validateIssues(result.issues); decisions.forEach((decision) => state.applied.set(String(decision.id), decision.label)); state.revisions.push({ id: result.revisionId, count: result.appliedCount, previousApplied }); state.selected.clear(); writeInput(state.currentIssues); render(); notify(`Applied ${count(result.appliedCount)} ${result.appliedCount === 1 ? 'annotation' : 'annotations'} to the local copy. You can export the JSON or undo this revision.`, 'success'); } catch (error) { notify(error.message, 'error'); } finally { setBusy(false); } } async function undoLast() { if (state.busy || state.inputDirty || !state.revisions.length) return; const revision = state.revisions[state.revisions.length - 1]; setBusy(true); notify('Restoring the previous local version…', 'busy'); try { const result = await api('/api/undo', { revisionId: revision.id }); state.currentIssues = validateIssues(result.issues); state.revisions.pop(); state.applied = revision.previousApplied; state.selected.clear(); writeInput(state.currentIssues); render(); notify(`Undid the last apply. ${count(result.restoredCount)} ${result.restoredCount === 1 ? 'issue restored' : 'issues restored'} in your local copy.`, 'success'); } catch (error) { notify(error.message, 'error'); } finally { setBusy(false); } } function downloadFile(content, type, filename) { const blob = new Blob([content], { type }); const url = URL.createObjectURL(blob); const link = node('a', ''); link.href = url; link.download = filename; document.body.append(link); link.click(); link.remove(); setTimeout(() => URL.revokeObjectURL(url), 1500); } function exportCSV() { if (state.busy || !state.currentIssues.length) return; const cell = (value) => { let text = String(value ?? ''); if (/^[=+\-@\t\r]/.test(text) || /^\s*[=+\-@]/.test(text)) text = "'" + text; return '"' + text.replace(/"/g, '""') + '"'; }; const rows = [['id', 'title', 'body', 'labels'], ...state.currentIssues.map((issue) => [issue.id, issue.title, issue.body, JSON.stringify(issue.labels)])]; downloadFile(rows.map((row) => row.map(cell).join(',')).join('\r\n') + '\r\n', 'text/csv;charset=utf-8', 'slow-triage-issues.csv'); notify('Exported the current local version as CSV. Formula-like cells are prefixed for spreadsheet safety.' + (state.inputDirty ? ' Unrun editor changes are not included.' : ''), 'success'); } function exportCurrent() { if (state.busy || !state.currentIssues.length) return; downloadFile(JSON.stringify({ issues: state.currentIssues }, null, 2) + '\n', 'application/json', 'slow-triage-issues.json'); notify(state.inputDirty ? 'Exported the current local version. Unrun edits in the input editor are not included.' : 'Exported the current local version as slow-triage-issues.json.', 'success'); } async function loadEvaluation() { try { const data = await api('/api/evaluation'); if (data.available === false) { $('benchmark-status').textContent = 'No saved evaluation is available yet. Run the local benchmark to measure this build.'; return; } $('benchmark-status').textContent = 'Developer synthetic evaluation. Compare label-or-abstain results with the keyword baseline; inspect the full test conditions below.'; $('benchmark-details').textContent = JSON.stringify(data, null, 2); $('benchmark-toggle').hidden = false; $('benchmark-toggle').setAttribute('aria-expanded', 'false'); $('benchmark-toggle').setAttribute('aria-controls', 'benchmark-details'); // Display only recognized, explicitly returned metrics; never estimate missing results. const candidates = [ ['Label / abstain accuracy', data.classification?.accuracy ?? data.accuracy, true], ['Keyword baseline accuracy', data.classification?.baselineAccuracy, true], ['Coverage (not abstained)', data.classification?.coverage, true], ['Accuracy on covered cases', data.classification?.selectiveAccuracy, true], ['Duplicate precision', data.duplicates?.precision, true], ['Duplicate recall', data.duplicates?.recall, true], ]; for (const [label, value, percentage] of candidates) { if (!Number.isFinite(value)) continue; const metric = node('div', 'benchmark-metric'); const text = percentage && value >= 0 && value <= 1 ? `${(value * 100).toFixed(1)}%` : Number.isInteger(value) ? String(value) : value.toFixed(3); metric.append(node('strong', '', text), node('span', '', label)); $('benchmark-data').append(metric); } $('benchmark-data').hidden = !$('benchmark-data').childElementCount; } catch (_) { $('benchmark-status').textContent = 'Could not load the saved evaluation. Triage remains available if the local model is ready.'; } } $('sample-button').addEventListener('click', loadSample); $('empty-sample').addEventListener('click', loadSample); $('run-button').addEventListener('click', runTriage); $('apply-button').addEventListener('click', applySelected); $('undo-button').addEventListener('click', undoLast); $('export-button').addEventListener('click', exportCurrent); $('csv-button').addEventListener('click', exportCSV); $('file-button').addEventListener('click', () => $('file-input').click()); $('file-input').addEventListener('change', async (event) => { const file = event.target.files?.[0]; if (!file || state.busy) return; try { if (file.size > 2 * 1024 * 1024) throw new Error('Use a JSON file smaller than 2 MB for this small-queue prototype.'); let data; try { data = JSON.parse(await file.text()); } catch (_) { throw new Error('That file could not be read as JSON. Check its contents and try again.'); } resetWithIssues(validateIssues(data)); notify(`Opened ${file.name} locally with ${state.currentIssues.length} issues. Run triage to review the suggestions.`, 'success'); } catch (error) { notify(error.message, 'error'); } finally { event.target.value = ''; } }); $('json-input').addEventListener('input', () => { state.inputDirty = true; $('input-count').textContent = 'EDITED'; state.selected.clear(); if (state.run) { document.querySelectorAll('.issue-checkbox, .label-select').forEach((element) => { element.disabled = true; }); document.querySelectorAll('.issue-checkbox').forEach((element) => { element.checked = false; }); document.querySelectorAll('.issue-card').forEach((element) => element.classList.remove('selected')); $('queue-subtitle').textContent = 'Input changed. Run triage again before applying.'; } updateControls(); }); document.querySelectorAll('.filter').forEach((button) => button.addEventListener('click', () => { state.filter = button.dataset.filter; render(); })); $('benchmark-toggle').addEventListener('click', () => { const show = $('benchmark-details').hidden; $('benchmark-details').hidden = !show; $('benchmark-toggle').textContent = show ? 'Hide evaluation details ↗' : 'View evaluation details ↗'; $('benchmark-toggle').setAttribute('aria-expanded', String(show)); }); render(); loadEvaluation(); })();