Audit: QRS - Calendula officinalis for Health & Longevity of the ER frontmatter
Audit conducted on 09/08/2026 17:59 using AI4L / Grok 4
Summary
| Items | Count |
|---|---|
| Total | 91 |
| Passed | 84 |
| Failed | 0 |
| N/A | 7 |
| 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. | 🟢 | |
| 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. | 🟢 | Speculative tiers and “(traditional caution)” preserve ER caution; radiation mixed signal kept in at-a-glance. |
| 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”). | 🟢 | |
| 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. | 🟢 | |
| 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. | 🟢 | None introduced. |
| 1.6 | The QRS does not introduce new attributions. | 🟢 |
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. | 🟢 | |
| 2.2 | The tone of the QRS is simultaneously expert, accessible, objective, and data-driven, but also empowering and encouraging | 🟢 | |
| 2.3 | The QRS reads as a trusted, knowledgeable guide rather than a prescriptive doctor | 🟢 | |
| 2.4 | The QRS avoids language that implies medical or clinical advice | 🟢 | |
| 2.5 | The QRS “presents information” instead of “providing guidance”, “recommending”, or “advising” | 🟢 | |
| 2.6 | The QRS never addresses “the reader” directly — it presents evidence, not guidance | 🟢 | |
| 2.7 | The QRS is written in plain language, avoiding unnecessary medical jargon | 🟢 | Clinical terms retained where ER decision precision requires them (Asteraceae with common-name list; drug names). |
| 2.8 | Information is presented in a concise and very compact manner | 🟢 | |
| 2.9 | It DOES NOT address the reader directly | 🟢 | |
| 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. | 🟢 | |
| 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. | 🟢 | |
| 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. | 🟢 | |
| 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. | 🟢 | Longevity framing in at-a-glance matches ER conclusion. |
| 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. | 🟢 | |
| 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. | 🟢 |
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” | 🟢 | |
| 3.2 | All “…” from the [qrs_template] are present in the the QRS. | 🟢 | All template variables present; marker_# / qualitative_item_# expanded to numbered spans. |
| 3.3 | Spans that are not addressed in a checklist item are left unchanged | 🟢 |
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” | 🟢 | Empty High benefits tier has no ER empty-state phrase; handled via 12.5 display:none. |
| 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. | 🟢 | |
| 4.3 | Labels are not paraphrased, abbreviated, or invented. | 🟢 | |
| 4.4 | The QRS DOES NOT use emoji indicators (no 🟩, 🟥, 🟨, etc.). Color and emphasis are conveyed through CSS and bold 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. | 🟢 |
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. | 🟢 | |
| 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. | 🟢 | |
| 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. | 🟢 | |
| 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. | 🟢 | duration quoted (contains colon). |
| 5.5 | The filename of the source ER is stated as “er_filename: [er_filename]” | 🟢 | calendula_officinalis_2026-0809-1520_Grok_ER.md |
| 5.6 | Version of the QRS.md file used to create the document is stated as “qrs_prompt_version: [Version of QRS.md]” | 🟢 | 26.7.02 |
| 5.7 | Creation date and time of the document is stated as “qrs_creation_date: [YYYY-MMDD-HHMM]” (e.g., 2026-0501-1430) | 🟢 | 2026-0809-1707 |
| 5.8 | The nickname of the AI used to create the document is stated as “qrs_creator_ai_nickname: [qrs_creator_ai_nickname]” | 🟢 | Grok |
| 5.9 | The nickname of the AI is just a single word model name without version, etc. (e.g., Opus, Sonnet, Grok, Gemini, ChatGPT) | 🟢 | |
| 5.10 | The full name of the AI used to create the document is stated as “qrs_creator_ai_fullname: [qrs_creator_ai_fullname]” | 🟢 | Grok 4 |
| 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) | 🟢 | |
| 5.12 | The filename of the document is stated as “qrs_filename: [filename of this document]” | 🟢 | calendula_officinalis_2026-0809-1520_Grok_QRS.html |
| 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. | 🟢 |
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 &) |
🟢 | Calendula officinalis for Health & Longevity - Quick Reference Sheet |
| 6.2 | [header_topic] is set to the [canonical_topic] of the ER frontmatter, with HTML entities encoded as needed (e.g., & for &) |
🟢 | |
| 6.3 | [header_subline_date] is set to [qrs_creation_date reformatted as MM/DD/YYYY] | 🟢 | 08/09/2026 from 2026-0809-1707 |
| 6.4 | [header_subline_model] is set to [qrs_creator_ai_fullname] | 🟢 | Grok 4 |
| 6.5 | No additional header content appears: no badge, version stamp, AKA / alternate names line, source-AI attribution, audit date, or QRS variant marker. | 🟢 |
7. At-A-Glance Section
| # | Description | Result | Comments |
|---|---|---|---|
| 7.1 | [at_a_glance] is dense, execution-oriented summary of the ER Conclusion section |
🟢 | |
| 7.2 | [at_a_glance] is no longer than 60 words | 🟢 | 50 words |
| 7.3 | Every fact in [at_a_glance] is supported by a distinct passage in the ER. | 🟢 | |
| 7.4 | It DOES NOT use acronyms or technical classifications that require specialist knowledge, uses plain-language terms instead | 🟢 | daisy-family, birth-related surgical cuts, whole-body |
| 7.5 | It DOES NOT cite specific trials (names, years, sample sizes, p-values) | 🟢 | |
| 7.6 | It DOES NOT cite effect sizes, relative risks, or statistical results | 🟢 |
8. Contraindications
| # | Description | Result | Comments |
|---|---|---|---|
| 8.1 | The section is derived from the ER Key Interactions & Contraindications section |
🟢 | |
| 8.2 | [stop_items] represent the Contraindications from the ER | 🟢 | Absolute Asteraceae allergy plus populations who should avoid/restrict |
| 8.3 | Individual [stop_items] are formatted as <li></li> | 🟢 | |
| 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. | 🟢 | Trailing “—follow labeled product limits” correctly 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). | 🟢 | absolute/all routes; traditional caution; partial-/full-thickness; age thresholds |
| 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 | ER stop-related bullets do not use ranking notation |
| 8.7 | If no [stop_items] are present the section is left empty | N/A | stop_items are present |
9. Key Interactions
| # | Description | Result | Comments |
|---|---|---|---|
| 9.1 | The section is derived from the ER Key Interactions & Contraindications section |
🟢 | |
| 9.2 | [caution_items] represent the Key Interactions from the ER, excluding any that are already listed as Contraindications | 🟢 | Caution/monitor interactions listed; absolute contra and avoid/restrict populations in stop; compatible co-use agents not framed as cautions |
| 9.3 | Individual [caution_items] are formatted as <li></li> | 🟢 | |
| 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. | 🟢 | |
| 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). | 🟢 | Drug lists retained for OTC, anticoagulants, calcineurin inhibitors |
| 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 | ER caution bullets do not use ranking notation |
| 9.7 | If no [caution_items] are present the section is left empty | N/A | caution_items are present |
10. Protocol
| # | Description | Result | Comments |
|---|---|---|---|
| 10.1 | The section is derived from the ER Protocol section |
🟢 | From Therapeutic Protocol |
| 10.2 | The three sets of [action] items cover the three most important actionable implementation aspects from the ER Protocol section |
🟢 | Form, Application (2–4× daily), Concentration/course |
| 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 | Three action 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. |
🟢 |
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 | 🟢 | Matches Practical Considerations: multi-week radiation, 1–2 weeks acute wound, hours–days soothing |
| 11.2 | The sets are picked and ordered by the magnitude of the related benefit | 🟢 | Radiation skin support → acute wound → local soothing |
| 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 | Three time sets are used |
| 11.4 | All used [time_#label], [time#value], [time#_sub] items are filled with meaningful content derived from the ER. | 🟢 | |
| 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 | ER provides time-to-effect information |
12. Benefits
| # | Description | Result | Comments |
|---|---|---|---|
| 12.1 | The section is derived from the ER Expected Benefits section |
🟢 | |
| 12.2 | Key variables are [benefits_high], [benefits_medium], [benefits_low], [benefits_speculative] | 🟢 | |
| 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. | 🟢 | |
| 12.4 | Parenthetical content — including effect sizes, sample notes, mechanistic hints, and example studies — is stripped, NOT preserved. | 🟢 | e.g., (epithelialization), (episiotomy), (oropharyngeal), (photoprotection) stripped |
| 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. | 🟢 | benefits_high has style=”display:none” |
13. Risks
| # | Description | Result | Comments |
|---|---|---|---|
| 13.1 | The section is derived from the ER Potential Risks & Side Effects section |
🟢 | |
| 13.2 | Key variables are [risks_high], [risks_medium], [risks_low], [risks_speculative] | 🟢 | |
| 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. | 🟢 | |
| 13.4 | Parenthetical content — including frequencies, severity grades, sample notes, mechanistic hints, and example studies — is stripped, NOT preserved. | 🟢 | Asteraceae/Compositae parenthetical stripped from high-risk title |
| 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 risk tiers have items |
14. Monitoring
| # | Description | Result | Comments |
|---|---|---|---|
| 14.1 | The section is derived from the ER Monitoring section |
🟢 | From Monitoring Protocol & Defining Success |
| 14.2 | All measurable/quantifiable biomarkers from the Monitoring section are listed |
🟢 | All five table biomarkers present |
| 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. |
🟢 | Matches ER daily/weekly/1–2 week cadence |
15. Qualitative Assessment
| # | Description | Result | Comments |
|---|---|---|---|
| 15.1 | The section is derived from the ER Monitoring section |
🟢 | |
| 15.2 | All subjective/qualitative biomarkers from the Monitoring section are listed |
🟢 | All four qualitative markers present |
Issues 09/08/2026 17:59
Pass rate 100.00%. No issues found.
Issues 09/08/2026 17:48
- 10.4 — Protocol content off-section: action_2_value includes “Thin layer” from Risk Mitigation Strategies, and action_3_sub leads with “Short-term for defined wound, rash, or radiotherapy course (days to weeks)” from Discontinuation & Cycling rather than Therapeutic Protocol.
Fixes 09/08/2026 17:48
- 10.4 — Protocol content off-section: Removed “Thin layer” from action_2_value (now “2–4× daily” from Protocol dosing). Replaced action_3_sub Discontinuation duration phrase with Protocol-only course language: tincture range plus continue until epithelialization or throughout radiotherapy.
Issues 09/08/2026 17:31
- 1.1 — Unsupported tincture claim: action_3_sub states “2%–20% tincture for intact skin”. The ER places 2%–20% tincture under wound-care concentration ranges and separately recommends hydroalcoholic tincture for intact skin without that percentage; the combined claim is not literally supported.
Fixes 09/08/2026 17:40
- 1.1 — Protocol tincture claim: Replaced action_3_sub “2%–20% tincture for intact skin” with “2%–20% tincture as studied for wound care” to match ER wound-care concentration ranges.
Issues 09/08/2026 17:27
-
7.4 — Systemic jargon in at-a-glance: The phrase “Not a systemic longevity drug” uses clinical-register “systemic”; a non-specialist would not use that term unprompted.
-
10.4 — Protocol sub from non-Protocol sections:
action_1_subincludes “not Tagetes marigold” (Sourcing / Practical Considerations / Historical Context) and “prefer ointment over high-alcohol tincture on open skin” (Risk Mitigation Strategies) rather than content derived from the Therapeutic Protocol section.
Fixes 09/08/2026 17:27
-
7.4 — Systemic jargon in at-a-glance: Replaced “Not a systemic longevity drug” with “Not a whole-body longevity treatment” in
at_a_glance. -
10.4 — Protocol sub non-Protocol content: Rewrote
action_1_subfrom Therapeutic Protocol only: “Flower-based ointment, cream, or oily extract as studied for skin support” (removed Tagetes and risk-mitigation tincture preference).
Issues 09/08/2026 17:19
- 8.5 — Children age thresholds dropped: Children stop-item drops ER parenthetical age thresholds (often ≥6 years for skin, ≥12 years for mouth/throat products); only ‘under labeled monograph ages’ remains.
Fixes 09/08/2026 17:20
- 8.5 — Children age thresholds: Restored ER parenthetical age thresholds on the children stop-item: now “Children under labeled monograph ages (often ≥6 years for skin, ≥12 years for mouth/throat products)”.
Issues 09/08/2026 17:12
-
1.3 — Pregnancy caution strengthened: Oral pregnancy/lactation is listed as an unqualified Contraindication stop item; the ER frames it as traditional caution under populations who should avoid or restrict.
-
2.7 — Specialist medical jargon:
action_2_subuses “radiodermatitis” andtime_2_subuses “epithelialization” without plain-language alternatives. -
8.5 — Pregnancy stop qualifiers dropped: The pregnancy/lactation stop item omits the ER severity qualifier “(traditional caution)” and the large-area topical clinician-input restriction from the same bullet.
-
9.4 — Caution item elaboration: First Key Interaction keeps “(additive irritation)”, which is consequence elaboration rather than an allowed parenthetical qualifier.
-
11.2 — Time-to-effect order: Sets are ordered chronologically (local soothing → acute wound → radiation) instead of by related benefit magnitude (Medium-tier radiation and acute wound before general local soothing).
Fixes 09/08/2026 17:14
-
1.3 / 8.5 — Pregnancy stop qualifiers restored: Rewrote the oral pregnancy/lactation stop item to keep ER “(traditional caution)” and the large-area topical clinician-input restriction.
-
2.7 — Plain-language jargon: Replaced “radiodermatitis” with “radiation-skin” in action_2_sub and “epithelialization” with “surface-healing” in time_2_sub.
-
9.4 — Caution elaboration removed: Dropped the trailing “(additive irritation)” consequence phrase from the sedating/photosensitizing topicals Key Interaction item.
-
11.2 — Time-to-effect reordered: Reordered sets by related benefit magnitude: radiation skin support, then acute wound coverage, then local soothing.