Audit: QRS - Oxiracetam for Health & Longevity
Audit conducted on 07/08/2026 19:15 using AI4L / Opus 5
Summary
| Items | Count |
|---|---|
| Total | 91 |
| Passed | 81 |
| Failed | 0 |
| N/A | 10 |
| 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 protocol values, time-to-effect figures, biomarker targets, cadence, benefit/risk tiers, contraindications and interactions trace to ER lines 313–337, 363–389, 422, 448, 450–471. |
| 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. | 🟢 | “rests on no controlled evidence of efficacy in unimpaired adults” and “(caution)” markers carried through verbatim. |
| 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”). | 🟢 | Absolute vs. relative renal thresholds and the “(caution)” status of seizure and bipolar-spectrum entries are preserved exactly as in ER lines 331–336. |
| 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 come from the ER’s “Populations who should avoid…” list; Key Interactions from the ER interaction bullets; Risks from Potential Risks & Side Effects only. |
| 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. | 🟢 | No PMIDs, NCT identifiers, expert names, or brand names appear anywhere in the QRS. |
| 1.6 | The QRS does not introduce new attributions. | 🟢 | No attributions of any kind are present. |
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. | 🟢 | Sober, evidence-weighted register matching the ER Conclusion. |
| 2.2 | The tone of the QRS is simultaneously expert, accessible, objective, and data-driven, but also empowering and encouraging | 🟢 | Quantified thresholds paired with plain-language framing; presents what can be measured and acted on. |
| 2.3 | The QRS reads as a trusted, knowledgeable guide rather than a prescriptive doctor | 🟢 | Declarative statements of what protocols and trials show; no imperatives. |
| 2.4 | The QRS avoids language that implies medical or clinical advice | 🟢 | No prescriptive or second-person constructions in the QRS’s own voice. |
| 2.5 | The QRS “presents information” instead of “providing guidance”, “recommending”, or “advising” | 🟢 | E.g. “Split rather than single dosing is standard” states practice rather than instructing. |
| 2.6 | The QRS never addresses “the reader” directly — it presents evidence, not guidance | 🟢 | No occurrences of “you”, “your”, “we”, or “our” in any variable span. |
| 2.7 | The QRS is written in plain language, avoiding unnecessary medical jargon | 🟢 | Technical terms are limited to biomarker names, which are unavoidable and expanded on first use (eGFR, hs-CRP, ApoB, HbA1c). |
| 2.8 | Information is presented in a concise and very compact manner | 🟢 | Tiered lists are single-clause; protocol sub-cells carry three facts each without elaboration. |
| 2.9 | It DOES NOT address the reader directly | 🟢 | Confirmed by full-text scan; no second-person 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. | 🟢 | Self-directed cognitive-enhancement protocol and blinded self-assessment marker address exactly this 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. | 🟢 | Ten-marker baseline panel, 12-week formal cognitive re-testing, and partner-administered blinding assume high willingness. |
| 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. | 🟢 | Optimal functional ranges rather than conventional laboratory cut-offs are used throughout Monitoring. |
| 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. | 🟢 | At-a-glance foregrounds the impaired-vs-unimpaired split and the supply hazard, which is the decisive point for this 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. | 🟢 | The string “anti-aging” does not appear; the title uses “Health & Longevity”. |
| 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. | 🟢 | “gastrointestinal disturbance”, “adverse profile”, “estimated glomerular filtration rate”, “non-steroidal anti-inflammatory drug” 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 present verbatim at lines 446, 494, 547, 577, 597, 637, 666, 670–672, 841 and in the tier <strong> labels. |
| 3.2 | All “…” from the [qrs_template] are present in the the QRS. | 🟢 | 71 data-qrs-var spans present, covering every variable named in the checklist (header, at-a-glance, 3 action sets, 3 time sets, 4 benefit tiers, stop/caution items, 4 risk tiers, 10 markers × 3, cadence, 7 qualitative items). |
| 3.3 | Spans that are not addressed in a checklist item are left unchanged | 🟢 | The website="evidence_review", website="audit", and website="full_review" spans and the footer disclaimer are untouched. |
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 ER section mapped into the QRS is empty. |
| 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. | 🟢 | “Standard approved clinical protocol”, “Self-directed cognitive-enhancement protocol”, “Best time of day”, and all seven qualitative labels match the ER bold labels verbatim. |
| 4.3 | Labels are not paraphrased, abbreviated, or invented. | 🟢 | Biomarker names match the ER table verbatim; benefit and risk items reuse the ER subsection headings. |
| 4.4 | The QRS DOES NOT use emoji indicators (no 🟩, 🟥, 🟨, etc.). Color and emphasis are conveyed through CSS and bold labels. | 🟢 | No emoji characters present; the ER’s “⚠️ Conflicted” markers were correctly dropped. |
| 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. | 🟢 | Every section is condensed to the per-section budget: single-clause tier lists, three protocol and three time cells, trimmed interaction parentheticals, one-line biomarker rationales. |
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. | 🟢 | Lines 2–14, immediately after <!doctype html> at line 1. |
| 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. | 🟢 | Opening --- at line 3, closing --- at line 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; no duplicate rendering elsewhere. |
| 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. | 🟢 | Only duration: "00:03" is quoted, correctly, because it contains a colon. |
| 5.5 | The filename of the source ER is stated as “er_filename: [er_filename]” | 🟢 | er_filename: oxiracetam_2026-0807-1636_Opus_ER.md at 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: 26.7.02 matches the QRS.md version badge. |
| 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: 2026-0807-1907. |
| 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 at 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) | 🟢 | “Opus” is a single word with no version. |
| 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 5 at 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 5” — nickname plus version, no qualifier. |
| 5.12 | The filename of the document is stated as “qrs_filename: [filename of this document]” | 🟢 | qrs_filename: oxiracetam_2026-0807-1636_Opus_QRS.html matches the file on disk. |
| 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. | 🟢 | Re-verified across all eight keys; no stray whitespace or unnecessary quoting. |
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 &) |
🟢 | “Oxiracetam for Health & Longevity - Quick Reference Sheet” at 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 &) |
🟢 | “Oxiracetam for Health & Longevity” at line 417. |
| 6.3 | [header_subline_date] is set to [qrs_creation_date reformatted as MM/DD/YYYY] | 🟢 | “08/07/2026” from qrs_creation_date: 2026-0807-1907. |
| 6.4 | [header_subline_model] is set to [qrs_creator_ai_fullname] | 🟢 | “Opus 5” at 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 the title and the template subline; the ER’s alternate-names line was correctly not carried over. |
7. At-A-Glance Section
| # | Description | Result | Comments |
|---|---|---|---|
| 7.1 | [at_a_glance] is dense, execution-oriented summary of the ER Conclusion section |
🟢 | Compresses ER lines 493–497 into the decision-relevant split (impaired vs unimpaired), the untested healthy-adult case, and the supply hazard. |
| 7.2 | [at_a_glance] is no longer than 60 words | 🟢 | 59 words. |
| 7.3 | Every fact in [at_a_glance] is supported by a distinct passage in the ER. | 🟢 | 1970s synthetic memory compound (line 493), decades of prescription for damaged brain blood vessels (493), impaired-vs-unimpaired split and never tested in healthy adults (495), safety least contentious and supply hazard with inaccurate labels (497). |
| 7.4 | It DOES NOT use acronyms or technical classifications that require specialist knowledge, uses plain-language terms instead | 🟢 | No acronyms; “brain blood vessels” replaces cerebrovascular, “supply” replaces gray market. |
| 7.5 | It DOES NOT cite specific trials (names, years, sample sizes, p-values) | 🟢 | No trial names, years, sample sizes, or p-values. |
| 7.6 | It DOES NOT cite effect sizes, relative risks, or statistical results | 🟢 | No numeric results of any kind. |
8. Contraindications
| # | Description | Result | Comments |
|---|---|---|---|
| 8.1 | The section is derived from the ER Key Interactions & Contraindications section |
🟢 | All seven items map to the ER’s “Populations who should avoid oxiracetam or use it only with specialist oversight” list (lines 331–337). |
| 8.2 | [stop_items] represent the Contraindications from the ER | 🟢 | All seven ER entries are represented, none added. |
| 8.3 | Individual [stop_items] are formatted as <li></li> | 🟢 | Seven <li> elements inside the stop_items span, lines 580–592. |
| 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. | 🟢 | No dashes introduce trailing clauses; the ER’s mechanistic rationales (“because half-life can extend beyond 24 hours”, “on mechanistic grounds”) were stripped. |
| 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). | 🟢 | 30 and 60 mL/min/1.73 m² thresholds with stage 4–5 / stage 3 staging, the 12-month seizure window, “outside a clinical trial”, and the restricted jurisdictions are all retained. |
| 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 uses no ranking notation inside parentheses in this section. |
| 8.7 | If no [stop_items] are present the section is left empty | N/A | Seven stop items are present. |
9. Key Interactions
| # | Description | Result | Comments |
|---|---|---|---|
| 9.1 | The section is derived from the ER Key Interactions & Contraindications section |
🟢 | All eight items map to the eight ER interaction bullets at lines 313–327. |
| 9.2 | [caution_items] represent the Key Interactions from the ER, excluding any that are already listed as Contraindications | 🟢 | All eight ER interaction bullets present; no overlap with the contraindication list. |
| 9.3 | Individual [caution_items] are formatted as <li></li> | 🟢 | Eight <li> elements inside the caution_items span, lines 600–627. |
| 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. | 🟢 | Each item is a class name plus its example list; the ER’s “Mitigating action:” and consequence clauses are stripped. |
| 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 drugs retained for the antiepileptic, cholinergic, racetam, stimulant, nephrotoxic, and anticholinergic items; the sedative and supplement lists are trimmed to class or headline agents, not dropped. |
| 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 uses no ranking notation inside parentheses in this section. |
| 9.7 | If no [caution_items] are present the section is left empty | N/A | Eight caution items are present. |
10. Protocol
| # | Description | Result | Comments |
|---|---|---|---|
| 10.1 | The section is derived from the ER Protocol section |
🟢 | All three cells trace to ER Therapeutic Protocol lines 363–385. |
| 10.2 | The three sets of [action] items cover the three most important actionable implementation aspects from the ER Protocol section |
🟢 | Approved clinical dose, self-directed dose, and timing are the three aspects actionable for this audience; the intravenous hospital and single-enantiomer regimens are correctly excluded as non-transferable. |
| 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. | N/A | The ER supplies more than three actionable aspects; all three sets are used. |
| 10.4 | All used [action_#label], [action#value], [action#_sub] items are filled with meaningful content derived from the ER Protocol section. |
🟢 | 800 mg twice daily / 12 weeks / 2,400 mg ceiling / over-65 adjustment (lines 363, 385); 750–1,500 mg split dosing (line 369); morning and midday with insomnia and tolerance notes (lines 371, 375). |
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 | 🟢 | Measured cognitive effect at 12 weeks, memory effects after a five-day loading period, and arousal at 1–3 hours, all from ER line 422. |
| 11.2 | The sets are picked and ordered by the magnitude of the related benefit | 🟢 | Ordered from the High-tier cognitive benefit, through memory effects, to the Low-tier vigilance/arousal 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. | N/A | The ER supplies four distinct time-to-effect aspects; all three sets are used. |
| 11.4 | All used [time_#label], [time#value], [time#_sub] items are filled with meaningful content derived from the ER. | 🟢 | Each sub carries the ER’s own qualifier — premature judgement at two weeks, two-day steady state, and the unreliability of the early subjective impression. |
| 11.5 | If the ER does not provide any information on time to effect, the section is removed completely from the Protocol Panel |
N/A | The ER provides a dedicated “Time to effect” bullet (line 422). |
12. Benefits
| # | Description | Result | Comments |
|---|---|---|---|
| 12.1 | The section is derived from the ER Expected Benefits section |
🟢 | All eight benefit headings from ER lines 163–211 are represented in their original tiers. |
| 12.2 | Key variables are [benefits_high], [benefits_medium], [benefits_low], [benefits_speculative] | 🟢 | All four spans present and populated, lines 549–570. |
| 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. | 🟢 | Each item is the ER subsection heading alone; magnitudes, MMSE and Barthel figures, and funding caveats are all omitted. |
| 12.4 | Parenthetical content — including effect sizes, sample notes, mechanistic hints, and example studies — is stripped, NOT preserved. | 🟢 | No parentheses remain; the ER’s “(TBI, …)” expansion and “⚠️ Conflicted” markers were dropped. |
| 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. | N/A | All four tiers contain items in the ER. |
13. Risks
| # | Description | Result | Comments |
|---|---|---|---|
| 13.1 | The section is derived from the ER Potential Risks & Side Effects section |
🟢 | All nine risk headings from ER lines 239–293 are represented in their original tiers. |
| 13.2 | Key variables are [risks_high], [risks_medium], [risks_low], [risks_speculative] | 🟢 | All four spans present and populated, lines 639–660. |
| 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. | 🟢 | Each item is the ER subsection heading alone; the canine no-observed-adverse-effect level, half-life ranges, and product-testing percentages are all omitted. |
| 13.4 | Parenthetical content — including frequencies, severity grades, sample notes, mechanistic hints, and example studies — is stripped, NOT preserved. | 🟢 | No parentheses remain in any risk 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. | N/A | All four tiers contain items in the ER. |
14. Monitoring
| # | Description | Result | Comments |
|---|---|---|---|
| 14.1 | The section is derived from the ER Monitoring section |
🟢 | Table rows and cadence trace to ER Monitoring Protocol & Defining Success lines 446–461. |
| 14.2 | All measurable/quantifiable biomarkers from the Monitoring section are listed |
🟢 | All ten ER biomarkers present in ER order: eGFR, cystatin C, serum creatinine, blood urea nitrogen, hs-CRP, ApoB, homocysteine, vitamin B12, HbA1c, ALT/AST, with targets and rationales matching the ER table. |
| 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. |
🟢 | Baseline, 2-week tolerability and sleep check, 12-week kidney and cognitive re-test, 6–12 month follow-up, plus the 3-month interval triggers, all from ER lines 446–448. |
15. Qualitative Assessment
| # | Description | Result | Comments |
|---|---|---|---|
| 15.1 | The section is derived from the ER Monitoring section |
🟢 | All seven items trace to the ER “Qualitative markers” list, lines 463–471. |
| 15.2 | All subjective/qualitative biomarkers from the Monitoring section are listed |
🟢 | Seven of seven listed with the ER’s bold labels verbatim: sleep latency and continuity, headache frequency and timing, sustained attention on demanding work, word-finding and name recall, irritability and restlessness, energy and drive in the afternoon, blinded self-assessment where feasible. |
Issues 07/08/2026 19:15
Pass rate 100.00%. No issues found.