biography-researcher — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited biography-researcher (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.
Generate a structured biographical research template for a named person — listing the key facts to verify, the categories of information to gather, and the questions to ask during or before an interview.
Required: The person's name and their role or context (why they are relevant to the story or project).
Optional: What is already known about the person; specific areas of interest or concern for the story; whether the research is for an interview, profile, or background check; the publication or programme type (which affects what level of biographical detail is appropriate).
Structured research template with four sections: (1) Research categories (5–7), each with specific items to verify; (2) Suggested source types for each category (not named sources); (3) Pre-interview questions (5–8) that reference the research template; (4) Red flags — the types of inconsistency or gap that would require further investigation. Total: 400–600 words.
Person: Dr. Selene Marsh, newly appointed CEO of a regional hospital network.
Context: Being interviewed for a health policy magazine. Story angle: how her background in public health — rather than hospital administration — might change the network's approach to community health and preventive care.
What is known: She has a public health doctorate, previously worked for a regional health authority, and has spoken publicly about preventive care investment.
Biographical research template: Dr. Selene Marsh, CEO, [Hospital Network]
Research Category 1: Career timeline
Items to verify: Exact dates and titles of previous roles; whether she moved from the health authority directly to this role or had intermediate positions; any gaps in the public record; length of time spent in clinical versus administrative versus policy roles.
Source types: LinkedIn profile (cross-reference with institutional announcements); the health authority's archived press releases and annual reports; academic staff pages if she held a university appointment.
Research Category 2: Public health doctorate and academic work
Items to verify: Institution, year awarded, thesis topic; any subsequent published research or policy papers; whether she has continued to publish or comment academically since moving into administration.
Source types: University thesis databases; PubMed and Google Scholar for published work under her name; conference programme archives for keynote appearances.
Research Category 3: Public positions and stated priorities
Items to verify: What she has said publicly about preventive care, community health, or NHS reform; any positions that appear to have evolved or changed; whether her stated priorities align with decisions made in her previous roles.
Source types: Press cuttings (newspaper archives, trade health publications); speeches and presentations available online; published interviews.
Research Category 4: Previous role — outcomes and record
Items to verify: What measurable changes occurred during her tenure at the regional health authority; whether she was involved in any significant policy decisions, budget decisions, or controversies; how the authority performed on relevant health indicators during her time there.
Source types: Health authority annual reports and board minutes (often publicly available); Health Service Journal and similar trade press; freedom of information disclosures if any relevant decisions were publicly contested.
Research Category 5: Institutional affiliations and interests
Items to verify: Board memberships, advisory roles, or consultancy relationships alongside her main role; any affiliations with private healthcare providers, pharmaceutical companies, or healthcare technology firms that could represent a conflict of interest.
Source types: Companies House (directorships); published declarations of interest; professional body registers.
Research Category 6: The new role — context and constraints
Items to verify: Why the previous CEO left; what the hospital network's current financial position and CQC rating are; whether the board that appointed her has stated priorities that align with or conflict with her public health background.
Source types: NHS board meeting minutes (public); CQC inspection reports; local and trade press coverage of the network over the past two years.
Pre-interview questions
Red flags to watch for
~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.