Multi-page deep crawling - documentation sites, wikis, knowledge bases
Process cleanup + swarm hygiene
When to activate: HashiCorp Vault, secrets engine, auth method, dynamic secrets, lease, agent sidecar, KV store, PKI, AppRole
Use when the user wants to design, redesign, shape, critique, audit, polish, clarify, distill, harden, optimize, adapt, animate, colorize…
Help the user understand the current topic visually with concise diagrams, code-shape sketches, and focused HTML artifacts.
Teach the user a new skill or concept, within this workspace.
Apply Strunk's timeless writing rules to ANY prose humans will read—documentation, commit messages, error messages, explanations, reports…
Rework a change as if the intended UX and architecture existed from day one, deleting compatibility cruft and accidental complexity.
Look up books and serials in the HathiTrust Digital Library by identifier (OCLC, LCCN, ISBN, ISSN, HathiTrust id, or catalog record…
Design homology-directed repair donor templates for CRISPR knock-ins using primer3-py.
Example for using Deckset to create Markdown presentations
Generates Health Check pattern for PHP 8.4.
Expert-thinking profile for Health Informatician (clinical / research): Reasons from semantic interoperability, provenance, and patient…
Full health review cycle — dispatch the sibling project-health-review skill (5-axis adversarial review), cross-validate findings, present…
When the user wants to design, weight, calibrate, backtest, audit, or fix a customer health score.
Clinical Decision Support System (CDSS) development patterns.
Protected Health Information (PHI) and Personally Identifiable Information (PII) compliance patterns for healthcare applications.
Use when asked to write a product brief, turn a feature idea into a spec, define requirements for something to build, or clarify what a…
Validate, lint, audit, check Helm charts — Chart.yaml, templates, values.yaml, CRDs, schemas.
When to activate: Helm, chart, values.yaml, templates, release, hook, subchart, Tiller, upgrade, rollback, helmfile
Use when asked to build a product roadmap, prioritize a backlog, decide what to build next, or sequence a list of feature ideas.