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') + ')', 'gi'); if (regex.test(text)) { found = true; var frag = document.createDocumentFragment(); var parts = text.split(regex); parts.forEach(function(part, i) { if (i % 2 === 0) { frag.appendChild(document.createTextNode(part)); } else { var span = document.createElement('span'); span.className = 'userscript-highlight'; span.textContent = part; frag.appendChild(span); } }); node.parentNode.replaceChild(frag, node); } }); } else if (node.nodeType === 1 && node.childNodes) { // element var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT']; if (!skipTags.includes(node.tagName)) { Array.from(node.childNodes).forEach(highlight); } } } highlight(document.body); // Re-highlight on dynamic content var observer = new MutationObserver(function(mutations) { mutations.forEach(function(m) { m.addedNodes.forEach(function(node) { if (node.nodeType === 1 || node.nodeType === 3) highlight(node); }); }); }); observer.observe(document.body, { childList: true, subtree: true }); })(); } } catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + ', 'i'); if (__m === '*' || __re.test(location.href)) { // Strip utm_, fbclid, gclid, etc. from all links on page (function() { var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content', 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid', 'ref', 'ref_src', 'source', 'medium', 'campaign']; function cleanUrl(url) { try { var u = new URL(url, window.location.origin); var changed = false; trackingParams.forEach(function(p) { if (u.searchParams.has(p)) { u.searchParams.delete(p); changed = true; } }); return changed ? u.toString() : url; } catch (e) { return url; } } function cleanLinks() { document.querySelectorAll('a[href]').forEach(function(a) { var clean = cleanUrl(a.href); if (clean !== a.href) a.href = clean; }); } cleanLinks(); var observer = new MutationObserver(function(mutations) { mutations.forEach(function(m) { m.addedNodes.forEach(function(node) { if (node.nodeType === 1) { if (node.tagName === 'A') cleanLinks(); node.querySelectorAll('a[href]').forEach(function(a) { var clean = cleanUrl(a.href); if (clean !== a.href) a.href = clean; }); } }); }); }); observer.observe(document.body, { childList: true, subtree: true }); })(); } } catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); } })(); (function(){ try { var __m = "youtube.com"; var __re = new RegExp('^' + "youtube\\.com" + ', 'i'); if (__m === '*' || __re.test(location.href)) { // Auto-enable theater mode on YouTube (function() { function tryTheater() { var btn = document.querySelector('button[aria-label="Theater mode"], ytd-player #player button[title="Theater mode"]'); if (btn && !btn.classList.contains('activated')) { btn.click(); } } // Try immediately tryTheater(); // Try after navigation (SPA) var lastUrl = location.href; setInterval(function() { if (location.href !== lastUrl) { lastUrl = location.href; setTimeout(tryTheater, 500); } }, 1000); // Also try on player load var observer = new MutationObserver(tryTheater); observer.observe(document.body, { childList: true, subtree: true }); })(); } } catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); } })(); (function(){ try { var __m = "*"; var __re = new RegExp('^' + ".*" + ', 'i'); if (__m === '*' || __re.test(location.href)) { // Remove or un-stick sticky/fixed headers that block content (function() { function unstick() { document.querySelectorAll('header, nav, [role="banner"], .header, .navbar, .sticky, .fixed-top, [style*="position: fixed"], [style*="position:sticky"]').forEach(function(el) { if (el.style.position === 'fixed' || el.style.position === 'sticky' || getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') { el.style.position = 'static'; el.style.top = 'auto'; el.style.zIndex = 'auto'; } }); } unstick(); var observer = new MutationObserver(unstick); observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] }); })(); } } catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); } })(); })();
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Summary
While evaluating OpenKB as a knowledge-base compiler over an engineering-log corpus, a 30-document probe produced an
index.mdrow whose description reads literallyno change from previous output. That is a model non-answer persisted verbatim as a document's one-line brief. Between the LLM response and the index write there is no check that a generated brief is actually a brief — only a truthiness test, which a non-empty non-answer passes.Environment
glm-5p2via LiteLLM → Fireworksff54396Observed
wiki/index.md, line 25:The same string also reached the summary page's frontmatter,
wiki/summaries/task-0087-runner-safety.md:Measured rate in this run: 1 of 28 documents (~4%).
Where it happens
The prompt asks for a specific artifact —
openkb/agent/compiler.py:71:The field is read straight off the parsed response with no validation —
openkb/agent/compiler.py:2262:and written into the index behind a truthiness test only —
openkb/agent/compiler.py:1541-1542:"no change from previous output"is non-empty, so it passes. The same value reaches the summary page via_write_summary(..., description=doc_brief)(openkb/agent/compiler.py:1672and2153).The structural lint does not catch it afterwards either:
find_missing_okf_fieldstests only for non-empty (openkb/lint.py:565-567), andindex.mdis explicitly exempt from that check (openkb/lint.py:541).Why it matters downstream
index.mdis step 1 of the query agent's documented search strategy —openkb/agent/query.py:28:So the brief is the retrieval agent's routing signal. A row carrying a non-answer makes that document effectively unroutable: there is nothing in the index to indicate what it contains.
Reproduction shape
openkb init, then compile a corpus of ~30 documents one at a time.wiki/index.mdunder## Documents.The specific trigger string is model-dependent and we measured one model only [inferred]. The absence of validation is not model-dependent — no model's
descriptionoutput is checked on this path [measured, from the code above].Suggested minimal fix
Validate
descriptionbefore it is written, at the point it is read (compiler.py:2262) or immediately before the index/summary write:no change,unchanged,same as,n/a, ...);Writing no brief is recoverable and visible to
find_missing_okf_fields. A wrong brief is neither.Happy to send a PR along these lines if the shape looks right to you.
Reported by Claude Code.