fame-healthscreening

help

List all toolkit commands and agents by module. Use when asked what the toolkit can do or how to run something.

audit

Security and performance audit of the AGIS dashboard into docs/AGIS-AUDIT.md.

reconcile

Reconcile a rebuilt endpoint or page against the legacy one on the same inputs — rows × fields diff, scalar diff, timings — and write the result into CONVERSION.md.

study-dashboard

Audit an existing GIS dashboard (pages, layers, endpoints, freshness, performance, UX) into docs/DASHBOARD.md.

doctor

Check runtimes, GIS libraries, DB clients, installed modules, secrets hygiene, repo standards and toolkit version; print pass/fail with fixes.

i18n-parity

Find missing or unused string keys across language tables; add flagged placeholders; add the parity test.

upgrade

Update marketplace, bundle and every module; show changelog since the installed version; apply migration notes; re-run doctor.

cadastral-schema

Mauza/Parcel Firestore model, size limits, geohash, geometry storage, rule constraints.

handoff

Write a session hand-over document so a colleague or a fresh session can continue without the transcript.

onboard

Generate or refresh CLAUDE.md from the repository (stack, run commands, data layout, conventions).

Code & Development Listed

secrets-audit

Find credentials in the working tree and git history (keys, tokens, connection strings); walk through rotation and history purge.

aws-plan

AWS architecture, IaC skeleton, migration steps and cost estimate into docs/AWS-PLAN.md.

dockerize

Production Dockerfile and compose for Next.js, Flask/GDAL, .NET or pipeline workers.

Draft a database change the way this team applies them — PENDING script with XACT_ABORT, guards and verification SELECTs, its ROLLBACK twin captured from OBJECT_DEFINITION, the applied-to log row and the OPEN-DECISIONS entry — without running anything.

API & Backend Listed

schema-posture

How database changes are made against the live SQL Server — never migrations; hand-run additive scripts with XACT_ABORT, verification SELECTs, a byte-verbatim ROLLBACK twin, an applied-to log and owner authorization. Apply to any SQL, DDL, index, proc or data change.

slice-conventions

Layout and rules for the .NET minimal-API vertical slices and the Next.js dashboard routes — Endpoints/Models/Service per feature, proc-backed data access, policy gating, rate-limit policies, tests on SQLite, frontend route-local libs. Apply when adding or changing a feature in the dashboard API or web app.

winsw-deploy

Deploying the dashboard as Windows services on the existing EC2 host — self-contained publish, package without local settings, stop/rename/swap/start with a health check and automatic rollback, YARP gateway on the public port. Apply to deploy, package, update, rollback or service questions for the .NET stack.

harvest-detect

Detect harvest dates per parcel from NDVI (and S1) drops; produce a harvest layer and summary.

ndvi-timeseries

Per-parcel index time series from Sentinel-2, gap-filled and smoothed, exported as a table.

Data & Documents Listed

export-deliverable

Produce a client-ready shapefile and GeoJSON (clean, 4326, area_ha, QA-checked) from a layer or table.

model-card

Write an HF-compatible model card (data, classes, metrics, limits) next to a checkpoint.

Data & Documents Listed

stack-detect

Detect language, framework, database, spatial libraries and tile stack from repo files before DB, dashboard or deploy work. Python, .NET, Node/Next.js, Expo.

deploy-profiles

How each service runs locally and in the cloud (Firebase App Hosting, Vercel, Hugging Face Spaces, EAS, Docker, AWS) with commands, config, env sources, health checks, rollback. Apply to deploy, hosting, environment or AWS tasks.

Code & Development Listed

standards

Apply team repository standards (.editorconfig, .gitattributes, pre-commit, VS Code, PR template, code of conduct) with diffs before writing.

verify

Verify the installed toolkit against the release integrity manifest — every hook script, agent and skill hashed and compared — to detect tampering or accidental edits.

API & Backend Listed

gee-auth

Earth Engine authentication patterns (service account via env, interactive, project id) and common auth errors.

sentinel-composite

Cloud-free Sentinel-2 and speckle-filtered Sentinel-1 composites and fused stacks for crop mapping.

pakistan-crs

Which CRS to use for Punjab/Sindh (4326 storage, UTM 42N/43N for area) and how to reproject. Apply to area, distance, buffer, raster alignment or wrong-location bugs.

seg-preflight

Ten-point checklist that catches common segmentation-pipeline bugs (checkpoint keys, shared dataset refs, split leakage, nodata, class balance). Apply before any training run or when predictions are garbage.