Reusable asset library

Find a useful starting point.

Choose by outcome and maturity, then inspect the evidence before adapting an asset to your project.

How to use an asset

Inspect before you adopt.

  1. ChooseMatch the outcome and maturity to the work.
  2. InspectOpen the proof, source, date and boundaries.
  3. Adapt and verifyChange the project profile, then test it in context.

Start here

Verified starting points

Working proof and reusable assets with recorded verification evidence.

Decision frameworkReusable

Model-Routing Template

Match AI models to tasks using evidence, cost, quality, fallback and refresh rules.

Why it matters: Avoids one-model-for-everything thinking and makes provider changes manageable.

Proof

Mapped from a live Gujarati-to-English bake-off; broader evaluation remains pending.

Last verified:

AIModelsOperations
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AI workflowReusable

Create Reusable Asset Skill

Turn useful project work into a portable, validated asset without copying project-specific facts or secrets.

Why it matters: Lets teams reuse proven work while loading only the documentation needed for the current task.

Proof

The RA-004 process/template case completed; broader evaluations remain pending.

Last verified:

AIReuseGovernance
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Language AI workflowReusable

Indic Translation & Summarization Engine

Route Indic-language translation and summarization through selectable models with an evaluator feedback loop.

Why it matters: Explores cost-aware multilingual processing while making model review and limitations visible.

Proof

Asset structure verified; the Bhashini path was smoke-tested with a DoH pin.

Last verified:

LanguageAIEvaluation
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Cloud delivery toolkitReusable

Deployment Automation

Deploy to cloud through explicit preflight, approval, build, verification and handover gates.

Why it matters: Makes repeat deployments safer, more consistent and easier to audit across projects.

Proof

Verification commands are documented; test results are not stated in the asset record.

Last verified:

CloudAutomationQuality
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Evaluate next

Ready for a pilot

Structured assets with defined checks and evaluation work still to complete.

Website delivery systemPilot-ready

AI-Native Website Delivery System

Guide a website from plain-language intent through brand, content, architecture, build, QA and deployment readiness.

Why it matters: Combines fast AI-assisted delivery with responsive design, accessibility, discoverability and release controls.

Proof

Verification gates are defined; independent three-case evaluation remains pending.

Last verified:

WebUI/UXDelivery
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Delivery systemPilot-ready

AI-Native Rapid Solution Delivery Kit

Turn an informal idea into governed scope, architecture and build readiness with fewer meetings and less documentation drift.

Why it matters: Speeds discovery while keeping decisions, owners and quality gates explicit.

Proof

Automated checks are defined; independent three-project evaluation remains pending.

Last verified:

StrategyDeliveryGovernance
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Still developing

Draft assets

Useful ideas that remain inspectable without carrying the visual weight of verified assets.

Architecture referenceDraft

Multi-Agent Orchestration Knowledge Base

Organize patterns, security considerations and evaluation approaches for governed multi-agent workflows.

Why it matters: Gives architects a common starting vocabulary before committing to an orchestration implementation.

Proof

Structure validated; executable implementation proof is unverified.

Last verified:

AgentsArchitectureSafety
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