Bloodwork Explainer — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited Bloodwork Explainer (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
Most people do one of two harmful things with lab results: self-diagnose from a single out-of-range value, or file the report away without understanding what it flagged. This skill does neither. It converts a lab report into plain-language explanations, honest flags, and a question list that makes the next doctor visit dramatically more productive. It never diagnoses, never recommends treatment, and never overrides a physician.
Collect before interpreting anything. Missing context is the main source of bad interpretation.
Before explaining anything, scan for values the lab marked as critical, and for symptom red flags. If any are present, lead with the escalation guidance below - do not bury it under education.
Work panel by panel. For each marker: what it measures, whether the value sits inside the lab's range, and the common non-alarming reasons it moves.
For each out-of-range value, state three things only: the value versus the lab's range, the direction and rough magnitude (barely over vs several-fold), and the plain-language possibilities a doctor would consider - explicitly framed as questions for the doctor, not conclusions.
Bad: "Your ALT is 62 (range 7-56), so you have fatty liver disease. Cut out sugar and it will resolve."
Good: "Your ALT is 62 against this lab's range of 7-56 - mildly elevated, about 10% over the top of the range. Mild ALT elevations are common and have many causes, including recent intense exercise, alcohol, some medications, and liver conditions a doctor would want to rule out. Worth asking: could my workout two days before the draw explain this, and should we retest in a few weeks?"
The Bad version diagnoses and treats. The Good version flags, contextualizes, and hands the decision to a physician.
Produce 5-8 prioritized questions. Always include the evergreen five: What is the trend versus my previous results? Which out-of-range values need action now versus monitoring? Are any of my medications or supplements affecting these? What lifestyle changes would move the most important markers? When should I retest? Then add marker-specific questions from Step 4.
Produce a results walkthrough containing: each panel explained in plain language, every out-of-range value flagged with the lab's own range and a non-diagnostic context note, a trend note where prior results exist, and the prioritized question list for the physician visit.
Before delivering: every explained value is compared against the lab's printed range, not a remembered one; every out-of-range flag includes at least one benign and one see-your-doctor possibility, phrased as questions; the question list is prioritized and specific to this report; the escalation section appears whenever a critical value or red-flag symptom exists; and nothing in the output could be read as a diagnosis or treatment plan.
This is general wellness education, not medical advice - all results should be reviewed with a licensed physician. Advise urgent or emergency care, not a routine appointment, when any of these accompany the results: chest pain or pressure, shortness of breath, fainting, sudden severe headache, blood in stool or urine, unexplained weight loss, fever with a very high or very low WBC count, or any value the lab flagged as critical. For repeated fasting glucose at or above 126 mg/dL or a markedly abnormal thyroid or hemoglobin value, recommend prompt (days, not months) physician follow-up. Route adjacent jobs out: clinical-summary for condensing medical records, nutrition-planner for diet changes, longevity-protocol for building the broader health routine the results might motivate.
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.