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Find and vet a government source before adding any number to the dashboard. Use when sourcing a new KPI, comparator, Government Order, or Status-Paper figure — turns "I need a number" into "I have an official, linkable source".
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
SOC 職業分類に基づく
Implement a new feature in this Deno Fresh app the project's way — typed fixture → KV accessor + SEED_VERSION bump → server-rendered route/component → bilingual + sourced → deno task check. Use when building a new page, data type, or visual on the dashboard.
Review a change against this project's blocking gates and quality bar — government sources, SEED_VERSION bump, deno check, translation provenance (machine-draft flags), KPI defensibility. Use before opening a PR or when asked to review the current diff or a PR for this repo.
Add a new KPI to data/kpis.ts with every defensibility field the README requires (definition EN+ML, source, owner, refresh, target, comparators, direction, civic domain, owner dept). Use when adding any headline or tier-2 KPI.
Orient quickly in this Deno Fresh 2 codebase — routing, the State/lang middleware, the Deno KV + typed-fixture data layer, islands, and where each kind of thing lives. Use before implementing a feature or when asked how the app is structured.
Scan data/ fixtures for English-without-Malayalam parity gaps (titleMl, definitionMl, nameMl, summaryMl). Use when reviewing data changes, before PR, or when asked about bilingual coverage.
The project's contribution mechanics — formatting, linting, type-checking, testing, the source-policy gate, the opt-in pre-commit hook, and how to commit. Use when setting up the repo, before committing, or when asked how to run checks/tests here.
| name | data-discovery |
| description | Find and vet a government source before adding any number to the dashboard. Use when sourcing a new KPI, comparator, Government Order, or Status-Paper figure — turns "I need a number" into "I have an official, linkable source". |
Every figure on this dashboard must trace to an official government source
(see docs/data/source-policy.md). This
skill is how you find one and confirm it before writing a fixture.
docs/data/ (e.g. fiscal.md, health.md) and the
typed registry data/sources.ts. The source may
already be listed.*.kerala.gov.in / *.gov.in), a constitutional/statutory body
(RBI, CAG, ECI, Census, MoSPI), the Legislative Assembly
(niyamasabha.org), then data.gov.in. A newspaper or aggregator is only a
lead to the underlying official document — never the source of record.Table 3.1b, not "the report").retrievedAt/lastRefreshed timestamp
(ISO with +05:30).deno task check:sources. If the host
isn't on the government allowlist, you have the wrong source — go back to 2.Issuing department → constitutional/statutory body → Assembly → national open-data portal → (stop: below this line is not a source of record) → think-tank / aggregator (PRS, OpenBudgets, Dataful) → newspaper → Wikipedia / blog / social.
A { source, sourceUrl, retrievedAt } triple ready to drop into the fixture,
plus the exact table/figure citation. If you cannot find an official source, the
number does not ship — open a tracking note instead.
docs/data/source-policy.md · /add-kpi
skill · kpi-data-reviewer agent · deno task check:sources.