dtpr

Describe an AI system, algorithm, or automated decision process as a DTPR (Digital Trust for Places and Routines) AI datachain. Use whenever a user wants to document, disclose, audit, or publish how an AI system works — including its inputs, outputs, decisions, data handling, and rights. Accepts zero or more artifacts (PDFs, URLs, AIAs, policy documents) alongside or instead of a verbal description. Triggers on phrases like "describe this AI system", "make a DTPR datachain", "document this algorithm", "what would DTPR say about this", "disclose this model", "describe the attached PDF as a datachain", "turn this URL into a DTPR disclosure", or any request to produce a structured transparency artifact for an AI product. Produces a machine-validated JSON datachain conforming to the current DTPR schema plus a short narrative justifying each category choice. To translate the resulting datachain's referenced element copy into the locales declared in the manifest, route to `dtpr-translate`.

Audit one DTPR (Digital Trust for Places and Routines) category's element collection for coherence, overlap, and gaps. Use whenever a user scopes a question to a single category — its completeness, whether two elements overlap, whether a concept is missing, or whether the category lands well for a specific scenario. Triggers on phrases like "does DTPR cover", "what's missing from the schema", "accountable deep-dive", "is the ai__risks_mitigation category complete", "audit this category", "elements overlap in DTPR's X category", "gaps in ai__decision", or any request to grade one category's element inventory. Produces audit findings with a coverage map, overlap pairs, gap list, proposed element additions/edits/retirements, an inline Comprehension check, and a `schema:new` handoff. See also — `dtpr-element-design`, `dtpr-datachain-structure`, `dtpr-describe-system`, `dtpr-comprehension-audit`, `dtpr-translate`.

Grade DTPR (Digital Trust for Places and Routines) content — an element, a category, a datachain-instance, a pasted YAML fragment, or arbitrary markdown — against the public-comprehension rubric. Use whenever a user wants to check whether content is clear to a non-technical person encountering an AI system (in an app, on a website, in a vehicle, on a kiosk or sign, or anywhere DTPR content might appear). Triggers on phrases like "grade this element", "is this category clear to the public", "comprehension audit", "check this datachain for public understanding", "how readable is X", "does this land for a non-expert", or any request to judge clarity without changing content. Produces Markdown findings against the comprehension rubric plus a one-paragraph summary. See also — `dtpr-describe-system`, `dtpr-datachain-structure`, `dtpr-category-audit`, `dtpr-element-design`, `dtpr-translate`.

Critique or propose changes to the DTPR (Digital Trust for Places and Routines) datachain-type itself — which categories exist, which are required, the `manifest.locales` allow-list, and whether the whole shape captures a new system class. Use whenever a user wants to iterate on the meta-structure of a datachain-type rather than on one category's contents or one element. Triggers on phrases like "critique the taxonomy", "brainstorm DTPR structure", "how should DTPR handle this system shape", "should DTPR add a category", "does the datachain-type miss X", "restructure DTPR", "what categories is DTPR missing", "add a locale to the schema", "drop a locale", or any request to reshape the category set, the locale allow-list, or the datachain-type's requirements. Produces a Markdown proposal with Scenario / Gaps / Proposed changes + inline Comprehension check + `schema:new` handoff. See also — `dtpr-element-design`, `dtpr-category-audit`, `dtpr-describe-system`, `dtpr-comprehension-audit`, `dtpr-translate`.

Brainstorm one proposed DTPR (Digital Trust for Places and Routines) element — add, edit, or retire — and produce a YAML fragment skeleton (one row per locale the active manifest declares, English drafted, the rest placeholders), variables when needed, inline Comprehension check, and a `schema:new` handoff. Use whenever a user wants to design, draft, rename, or retire a single element rather than audit a whole category or critique the datachain-type. Triggers on phrases like "propose a new element", "how would DTPR describe X", "draft an element for Y", "retire the cloud_storage element", "replace the X element with something better", "brainstorm a new element for LLM hallucination". Hands off to `dtpr-symbol-design` for the SVG icon step. See also — `dtpr-describe-system`, `dtpr-category-audit`, `dtpr-datachain-structure`, `dtpr-comprehension-audit`, `dtpr-translate`.

Propose and refine SVG symbols for DTPR (Digital Trust for Places and Routines) elements in the established house style — emit three distinct variants per round with a local HTML preview, iterate to a single chosen icon, and hand off the save path. Use whenever the focus of the request is the icon itself rather than the element's YAML, locale rows, or category fit. Triggers on phrases like "draft an SVG for X", "design an icon for the Y element", "give me three icon options for cloud storage", "iterate on the symbol for Z", "redesign the X icon", "what would the icon for differential privacy look like in DTPR style", or any request to create, redesign, or refine a single symbol. See also — `dtpr-element-design` (full element drafting hands off here for the symbol step), `dtpr-category-audit`, `dtpr-describe-system`, `dtpr-comprehension-audit`.

Translate DTPR (Digital Trust for Places and Routines) content — an element's title/description, a category's name/description, a datachain-type's name, or a pasted English fragment — into the locales the active schema manifest declares. Use whenever a user wants to fill in missing locales on an existing element/category, draft translations alongside a new element, or ask which locales DTPR currently supports. Triggers on phrases like "translate this element", "fill in the missing locales", "localize this category description", "draft the Spanish for this element", "translate to all supported locales", or any request for non-English text rather than English-only structural authoring. Produces a YAML fragment in the canonical array-of-`{locale, value}` shape, an inline Comprehension check, and a `schema:new` handoff. See also — `dtpr-element-design`, `dtpr-category-audit`, `dtpr-datachain-structure`, `dtpr-describe-system`, `dtpr-comprehension-audit`.