Audit: QRS - Molybdenum for Health & Longevity
Audit conducted on 28/06/2026 05:06 using AI4L / Opus 4.8
Summary
| Items | Count |
|---|---|
| Total | 91 |
| Passed | 88 |
| Failed | 0 |
| N/A | 3 |
| Pass Rate | 100.00% |
- Total = Passed + Failed + N/A
- Pass Rate = Passed / (Passed + Failed) × 100
- N/A items are excluded from the pass rate calculation
1. General Rules
| # | Description | Result | Comments |
|---|---|---|---|
| 1.1 | Every claim, magnitude, label, recommendation, and statement in the QRS is literally supported by content in the source ER. | 🟢 | All QRS content traces to ER passages (Conclusion, Protocol, Benefits, Risks, Monitoring, Key Interactions). |
| 1.2 | Where the ER uses cautious phrasing (“not formally studied”, “None documented in human trials to date”, “theoretical concern”, “data are limited”), the QRS uses the same phrasing. | 🟢 | QRS preserves ER’s cautious framing (“supplementation generally not needed”, “no perceptible effect”, “anecdotally cited, not validated”). |
| 1.3 | The QRS never strengthens an ER claim (e.g., “not formally studied” → “not required”) or softens one (e.g., “do not use during pregnancy” → “use with caution during pregnancy”). | 🟢 | No strengthening or softening detected; contraindications and benefit/risk levels mirror the ER. |
| 1.4 | The QRS does not relabel an ER fact under a different decision category. A “Benefit-Modifying Factor” from ER section is not surfaced as a “Caution”; a “Risk-Modifying Factor” is not surfaced as a “Side Effect”; etc. | 🟢 | Contraindications and interactions both drawn from ER Key Interactions & Contraindications; no cross-category relabeling. |
| 1.5 | PubMed IDs, study citations, expert names, clinical trial identifiers (NCT*), and brand names appear in the QRS only if they appear in the source ER for the same fact. | 🟢 | QRS contains no PMIDs, citations, expert names, NCT IDs, or brand names. |
| 1.6 | The QRS does not introduce new attributions. | 🟢 | No new attributions introduced. |
2. Focus, Tone & Audience
| # | Description | Result | Comments |
|---|---|---|---|
| 2.1 | The QRS follows the tone of the ER, which is determined by the ER’s own language, phrasing, and framing. | 🟢 | Tone matches the ER’s measured, evidence-based framing. |
| 2.2 | The tone of the QRS is simultaneously expert, accessible, objective, and data-driven, but also empowering and encouraging | 🟢 | Tone is expert and accessible throughout. |
| 2.3 | The QRS reads as a trusted, knowledgeable guide rather than a prescriptive doctor | 🟢 | Presents evidence, not directives. |
| 2.4 | The QRS avoids language that implies medical or clinical advice | 🟢 | Disclaimer present; body presents information without advice. |
| 2.5 | The QRS “presents information” instead of “providing guidance”, “recommending”, or “advising” | 🟢 | Informational framing throughout. |
| 2.6 | The QRS never addresses “the reader” directly — it presents evidence, not guidance | 🟢 | No second-person address. |
| 2.7 | The QRS is written in plain language, avoiding unnecessary medical jargon | 🟢 | Plain-language phrasing (“clean-up enzymes”, “reactive by-product”). |
| 2.8 | Information is presented in a concise and very compact manner | 🟢 | Compact single-page format. |
| 2.9 | It DOES NOT address the reader directly | 🟢 | No direct reader address. |
| 2.10 | The target audience is health- and longevity-oriented adults who are risk-aware, proactive, and actively seeking to optimize health or apply the intervention under review. | 🟢 | Framing fits the target audience. |
| 2.11 | The target audience is willing to employ lifestyle and behavioral changes as well as follow protocols that may be inconvenient, costly, or require effort. | 🟢 | Consistent with audience assumptions. |
| 2.12 | The document is NOT written for the general population, who are unwilling to employ lifestyle and behavioral changes or follow protocols that may be inconvenient, costly, or require effort. | 🟢 | Not written for the general population. |
| 2.13 | Framing, takeaways, and risk/benefit weighting throughout the document reflect this audience, including where an intervention’s signal for the average person differs from its signal for this audience. | 🟢 | Risk/benefit weighting reflects the audience. |
| 2.14 | The document’s own voice frames usage in longevity terms, not “anti-aging” (e.g., “anti-aging clinics”, “anti-aging community”, “anti-aging medicine”). Proper names that contain “anti-aging” (e.g., “American Academy of Anti-Aging Medicine”) are quoted verbatim. | 🟢 | No “anti-aging” language used. |
| 2.15 | The document’s own voice uses formal clinical and scientific terminology, not colloquial or consumer-grade language (e.g., “oral medication” not “pill(s)”; “injection” not “shot”; “adverse event” not “bad reaction”). Direct quotes from sources are exempt. | 🟢 | Formal terminology used throughout. |
3. Template Integrity
| # | Description | Result | Comments |
|---|---|---|---|
| 3.1 | The following labels and headings on the QRS are fixed and not modified: Card and section headings (“Protocol”, “Time to effect”, “Benefits”, “Risk & Side Effects”, “Monitoring”, “Qualitative Assessment”); Gate headings (“Contraindications”, “Key Interactions”); Tier labels (“High”, “Medium”, “Low”, “Speculative”); Table column headers in Monitoring (“Marker”, “Target”, “Why”) | 🟢 | All fixed headings/labels present and unmodified (lines 440, 477, 519, 539, 549, 564, 583, 587-589, 658). |
| 3.2 | All “…” from the [qrs_template] are present in the the QRS. | 🟢 | All expected data-qrs-var spans present, including hidden time_3 set. |
| 3.3 | Spans that are not addressed in a checklist item are left unchanged | 🟢 | No unaddressed spans altered. |
4. Formatting
| # | Description | Result | Comments |
|---|---|---|---|
| 4.1 | When the source ER section is empty, the QRS uses the ER’s own empty-state phrasing verbatim. Typical phrasings are “None documented in human trials to date” and “Not formally studied” | N/A | No QRS section maps to an empty ER section; all populated sections have ER content. |
| 4.2 | Where the ER presents a bulleted item as “Label: content”, the QRS uses the ER’s bold label verbatim as the cell or row label. | 🟢 | Monitoring rows and protocol cells reproduce ER labels faithfully. |
| 4.3 | Labels are not paraphrased, abbreviated, or invented. | 🟢 | Labels derive from ER content without invention. |
| 4.4 | The QRS DOES NOT use emoji indicators (no 🟩, 🟥, 🟨, etc.). Color and emphasis are conveyed through CSS and bold labels. | 🟢 | No emoji indicators; tiers shown via bold text labels. |
| 4.5 | The QRS is designed to render on one A4 page. Any section that has more content in the ER than fits the per-section budget is condensed by the LLM, not extended onto a second page. | 🟢 | Content condensed to single-page budget. |
5. Metadata
| # | Description | Result | Comments |
|---|---|---|---|
| 5.1 | The metadata is placed inside a single HTML comment that is the first element after “<!doctype html>” and before any other comment, head, or body content. | 🟢 | Metadata comment opens at line 2, immediately after <!doctype html>. |
| 5.2 | Inside that HTML comment the YAML block is delimited by a line “—” opening and a line “—” closing. Text before the opening “—” is permitted but is not parsed as YAML. | 🟢 | YAML delimited by --- (lines 3 and 13). |
| 5.3 | The metadata is not visible in any rendered view of the QRS and is not surfaced by any other element on the sheet. | 🟢 | Enclosed in an HTML comment; not rendered. |
| 5.4 | All frontmatter values are trimmed: no leading or trailing whitespace, no surrounding quotes unless the value contains a colon, bracket, or leading special character that requires YAML quoting. | 🟢 | Values trimmed; only duration quoted (contains colon). |
| 5.5 | The filename of the source ER is stated as “er_filename: [er_filename]” | 🟢 | er_filename: molybdenum_2026-0628-0425_Opus_ER.md (line 4). |
| 5.6 | Version of the QRS.md file used to create the document is stated as “qrs_prompt_version: [Version of QRS.md]” | 🟢 | qrs_prompt_version: 26.5.18 (line 5). |
| 5.7 | Creation date and time of the document is stated as “qrs_creation_date: [YYYY-MMDD-HHMM]” (e.g., 2026-0501-1430) | 🟢 | qrs_creation_date: 2026-0628-0425 (line 6). |
| 5.8 | The nickname of the AI used to create the document is stated as “qrs_creator_ai_nickname: [qrs_creator_ai_nickname]” | 🟢 | qrs_creator_ai_nickname: Opus (line 7). |
| 5.9 | The nickname of the AI is just a single word model name without version, etc. (e.g., Opus, Sonnet, Grok, Gemini, ChatGPT) | 🟢 | Single-word nickname “Opus”. |
| 5.10 | The full name of the AI used to create the document is stated as “qrs_creator_ai_fullname: [qrs_creator_ai_fullname]” | 🟢 | qrs_creator_ai_fullname: Opus 4.8 (line 8). |
| 5.11 | The full name of the AI consists of the [qrs_creator_ai_nickname] and the model version number and no additional qualifier (e.g., Opus 4.6, Sonnet 3.2, Grok 4.5, Gemini 3.1, ChatGPT 5.4) | 🟢 | “Opus 4.8” — nickname plus version, no qualifier. |
| 5.12 | The filename of the document is stated as “qrs_filename: [filename of this document]” | 🟢 | qrs_filename: molybdenum_2026-0628-0425_Opus_QRS.html (line 9). |
| 5.13 | All frontmatter values are trimmed: no leading or trailing whitespace, no surrounding quotes unless the value contains a colon, bracket, or leading special character that requires YAML quoting. | 🟢 | Values clean and properly quoted only where required. |
6. Page Title & Header
| # | Description | Result | Comments |
|---|---|---|---|
| 6.1 | [page_title] is set to the [canonical_topic] of the ER frontmatter followed by “ - Quick Reference Sheet” (e.g., “Intervention - Quick Reference Sheet”). The [canonical_topic] is HTML-entity-encoded as needed (e.g., & for &) |
🟢 | “Molybdenum for Health & Longevity - Quick Reference Sheet” (line 22). |
| 6.2 | [header_topic] is set to the [canonical_topic] of the ER frontmatter, with HTML entities encoded as needed (e.g., & for &) |
🟢 | “Molybdenum for Health & Longevity” (line 417). |
| 6.3 | [header_subline_date] is set to [qrs_creation_date reformatted as MM/DD/YYYY] | 🟢 | “06/28/2026” matches creation date 2026-0628 (line 421). |
| 6.4 | [header_subline_model] is set to [qrs_creator_ai_fullname] | 🟢 | “Opus 4.8” (line 425). |
| 6.5 | No additional header content appears: no badge, version stamp, AKA / alternate names line, source-AI attribution, audit date, or QRS variant marker. | 🟢 | Header contains only date, AI4L link, and model name. |
7. At-A-Glance Section
| # | Description | Result | Comments |
|---|---|---|---|
| 7.1 | [at_a_glance] is dense, execution-oriented summary of the ER Conclusion section |
🟢 | Condenses the ER Conclusion (essential trace mineral, dietary adequacy, copper risk). |
| 7.2 | [at_a_glance] is no longer than 60 words | 🟢 | Exactly 60 words. |
| 7.3 | Every fact in [at_a_glance] is supported by a distinct passage in the ER. | 🟢 | Each fact maps to the ER Conclusion (lines 424-428). |
| 7.4 | It DOES NOT use acronyms or technical classifications that require specialist knowledge, uses plain-language terms instead | 🟢 | Plain-language only; no acronyms. |
| 7.5 | It DOES NOT cite specific trials (names, years, sample sizes, p-values) | 🟢 | No trial citations. |
| 7.6 | It DOES NOT cite effect sizes, relative risks, or statistical results | 🟢 | No statistics cited. |
8. Contraindications
| # | Description | Result | Comments |
|---|---|---|---|
| 8.1 | The section is derived from the ER Key Interactions & Contraindications section |
🟢 | Items drawn from ER “Populations who should avoid high-dose molybdenum” bullet (line 288). |
| 8.2 | [stop_items] represent the Contraindications from the ER | 🟢 | Wilson disease, copper deficiency, kidney impairment, copper-lowering therapy, pregnancy/breastfeeding all from ER. |
| 8.3 | Individual [stop_items] are formatted as <li></li> | 🟢 | Each item wrapped in <li> (lines 541-545). |
| 8.4 | Items are as concise as possible. No trailing explanations, no elaborations, no mechanistic rationale, no attributions, no citations, no study details. No content after an em-dash, en-dash, or hyphen-dash (e.g., “— dose reduction required”, “— reduced efficacy”) — these trailing clauses are stripped. Just the key fact. | 🟢 | Items concise; no trailing dash clauses. |
| 8.5 | Parenthetical qualifiers from the ER bullet — time windows, severity classes, threshold values, clinical staging — ARE preserved as part of the item, kept as concise as possible (shortened or trimmed where needed to fit the one-page budget, but never dropped entirely). | 🟢 | Qualifiers retained (“reduced clearance”, “high supplemental doses”). |
| 8.6 | When the ER uses ranking notation inside parens (e.g., “>” for severity ordering) that depends on an explanatory phrase to interpret, normalize the items to a plain comma-separated list rather than carrying through the bare symbol. | N/A | The ER bullet uses no ranking notation inside parens. |
| 8.7 | If no [stop_items] are present the section is left empty | 🟢 | Contraindications present and populated. |
9. Key Interactions
| # | Description | Result | Comments |
|---|---|---|---|
| 9.1 | The section is derived from the ER Key Interactions & Contraindications section |
🟢 | Items drawn from ER interaction bullets (lines 278-286). |
| 9.2 | [caution_items] represent the Key Interactions from the ER, excluding any that are already listed as Contraindications | 🟢 | Copper, copper-lowering drugs, high-sulfur, other trace minerals, OTC products; no overlap with contraindications. |
| 9.3 | Individual [caution_items] are formatted as <li></li> | 🟢 | Each item wrapped in <li> (lines 551-555). |
| 9.4 | Items are as concise as possible. No trailing explanations, no elaborations, no mechanistic rationale, no attributions, no citations, no study details. No content after an em-dash, en-dash, or hyphen-dash (e.g., “— dose reduction required”, “— reduced efficacy”) — these trailing clauses are stripped. Just the key fact. | 🟢 | Items concise; no trailing dash clauses. |
| 9.5 | Parenthetical qualifiers from the ER bullet — example drug lists, time windows, severity classes, threshold values, clinical staging — ARE preserved as part of the item, kept as concise as possible (shortened or trimmed where needed to fit the one-page budget, but never dropped entirely). | 🟢 | Named example drugs preserved (tetrathiomolybdate, penicillamine, trientine, zinc therapy; iron, zinc; antacids). |
| 9.6 | When the ER uses ranking notation inside parens (e.g., “>” for severity ordering) that depends on an explanatory phrase to interpret, normalize the items to a plain comma-separated list rather than carrying through the bare symbol. | N/A | The ER interaction bullets use no ranking notation inside parens. |
| 9.7 | If no [caution_items] are present the section is left empty | 🟢 | Key Interactions present and populated. |
10. Protocol
| # | Description | Result | Comments |
|---|---|---|---|
| 10.1 | The section is derived from the ER Protocol section |
🟢 | Derived from ER Therapeutic Protocol (lines 308-332). |
| 10.2 | The three sets of [action] items cover the three most important actionable implementation aspects from the ER Protocol section |
🟢 | Standard approach, supplemental forms/doses, best time of day — the key actionable aspects. |
| 10.3 | If less that three distinct actionable implementation aspects are mentioned in the ER the unused sets are left empty and made invisible, not filled with placeholder text or empty-state phrasing. | 🟢 | All three sets populated; none empty. |
| 10.4 | All used [action_#label], [action#value], [action#_sub] items are filled with meaningful content derived from the ER Protocol section. |
🟢 | All action cells filled with ER-derived content. |
11. Time to Effect
| # | Description | Result | Comments |
|---|---|---|---|
| 11.1 | The three sets of [time] items cover the three most important time-to-effect aspects from the ER | 🟢 | ER provides only two distinct time-to-effect aspects (deficiency correction; replete adult); both captured, third set hidden. |
| 11.2 | The sets are picked and ordered by the magnitude of the related benefit | 🟢 | Deficiency correction (High benefit) precedes replete adult (no effect). |
| 11.3 | If less that three distinct time-to-effect aspects are mentioned in the ER the unused sets are left empty and made invisible, not filled with placeholder text or empty-state phrasing. | 🟢 | time_3 set empty with style="display:none" (lines 503-513). |
| 11.4 | All used [time_#label], [time#value], [time#_sub] items are filled with meaningful content derived from the ER. | 🟢 | Used time cells filled from ER Practical Considerations (line 361). |
| 11.5 | If the ER does not provide any information on time to effect, the section is removed completely from the Protocol Panel |
🟢 | ER provides time-to-effect info; section retained appropriately. |
12. Benefits
| # | Description | Result | Comments |
|---|---|---|---|
| 12.1 | The section is derived from the ER Expected Benefits section |
🟢 | Derived from ER Expected Benefits (lines 149-197). |
| 12.2 | Key variables are [benefits_high], [benefits_medium], [benefits_low], [benefits_speculative] | 🟢 | All four tier variables present (lines 521-532). |
| 12.3 | Items are as concise as possible. No explanations, no elaborations, no effect sizes, no qualifiers, no attributions, no citations, no study details, no mechanistic explanations, etc. Just the key fact. | 🟢 | Tier items are concise key facts. |
| 12.4 | Parenthetical content — including effect sizes, sample notes, mechanistic hints, and example studies — is stripped, NOT preserved. | 🟢 | No parentheticals carried into benefit items. |
| 12.5 | If no items of a specific sub-section (high, medium, low, speculative) are present the respective is set to “display=none”, not filled with “None documented in human trials to date” or similar empty-state phrasing. | 🟢 | All four tiers have ER content; none empty. |
13. Risks
| # | Description | Result | Comments |
|---|---|---|---|
| 13.1 | The section is derived from the ER Potential Risks & Side Effects section |
🟢 | Derived from ER Potential Risks & Side Effects (lines 216-256). |
| 13.2 | Key variables are [risks_high], [risks_medium], [risks_low], [risks_speculative] | 🟢 | All four tier variables present (lines 566-577). |
| 13.3 | Items are as concise as possible. No explanations, no elaborations, no effect sizes, no qualifiers, no attributions, no citations, no study details, no mechanistic explanations, etc. Just the key fact. | 🟢 | Tier items are concise key facts. |
| 13.4 | Parenthetical content — including frequencies, severity grades, sample notes, mechanistic hints, and example studies — is stripped, NOT preserved. | 🟢 | ER “(High Exposure)” qualifier stripped from the gout/uric-acid item. |
| 13.5 | If no items of a specific sub-section (high, medium, low, speculative) are present the respective is set to “display=none”, not filled with “None documented in human trials to date” or similar empty-state phrasing. | 🟢 | All four tiers have ER content; none empty. |
14. Monitoring
| # | Description | Result | Comments |
|---|---|---|---|
| 14.1 | The section is derived from the ER Monitoring section |
🟢 | Derived from ER Monitoring Protocol & Defining Success (lines 383-397). |
| 14.2 | All measurable/quantifiable biomarkers from the Monitoring section are listed |
🟢 | All 5 ER biomarkers listed: serum copper, ceruloplasmin, uric acid, eGFR/creatinine, CBC. |
| 14.3 | [monitoring_cadence] is populated with the monitoring cadence/frequency derived from the ER Monitoring section. It is not left with placeholder text or empty. |
🟢 | Cadence populated (line 652) from ER lines 389-390. |
15. Qualitative Assessment
| # | Description | Result | Comments |
|---|---|---|---|
| 15.1 | The section is derived from the ER Monitoring section |
🟢 | Derived from ER qualitative markers (lines 399-404). |
| 15.2 | All subjective/qualitative biomarkers from the Monitoring section are listed |
🟢 | All 4 ER qualitative markers listed (energy/well-being, sulfite tolerance, joint symptoms, neurological well-being). |
Issues 28/06/2026 05:06
Pass rate 100.00%. No issues found.
Issues 28/06/2026 05:01
- 11.3 — Placeholder text in hidden time cell: The unused third time-to-effect set (lines 503-512) is hidden with
style="display:none"but still carries the template placeholder text[time_3_label],[time_3_value],[time_3_sub]instead of being left empty.
Fixes 28/06/2026 05:01
- 11.3 — Cleared hidden time cell placeholders: Emptied the unused third time-to-effect set’s spans, replacing the template placeholder text
[time_3_label]/[time_3_value]/[time_3_sub]with empty content while keeping the cell hidden viastyle="display:none".
Issues 28/06/2026 04:58
- 7.2 — At-a-glance over word limit: The [at_a_glance] text (line 433) is 64 words, exceeding the 60-word maximum.
- 13.3 / 13.4 — Risk qualifier not stripped: risks_medium (line 570) retains the parenthetical qualifier “(high exposure)”, which must be stripped per the conciseness and parenthetical-stripping rules.
Fixes 28/06/2026 04:58
- 7.2 — At-a-glance trimmed to 60 words: Condensed [at_a_glance] from 64 to 60 words (“It is plentiful” → “Plentiful”; “already supplies” → “supplies”; “from taking more” → “from more”) without dropping any ER-supported fact.
- 13.3 / 13.4 — Risk qualifier stripped: Removed the parenthetical “(high exposure)” from risks_medium, leaving “Gout-like / elevated uric acid and joint symptoms”.