aws-samples

550 mods across 104 repositories, 6.9k stars between them.

ai-framing

217

aws-samples/sample-kiro-cli-prompts-for-product-teams

Agent Claude Code ✓ vendor

Use for the AI Framing phase (AI/ML products ONLY) — ML problem framing, input/output schemas, evaluation metrics with thresholds, and data strategy. Dispatch after Deep Market Research is approved and before the PRFAQ, when the product involves ML models, predictions, generative AI, or automated decisions.

42 1mo ago A 66 tokens MIT-0

deep-research

218

aws-samples/sample-kiro-cli-prompts-for-product-teams

Agent Claude Code ✓ vendor

Use for the Deep Market Research phase — 6 parallel research dimensions, competitor/persona/tech-radar analysis, source validation, and the MarketResearch.html brief. Dispatch when starting product development or when the user asks for market research on a product concept.

42 1mo ago A 57 tokens MIT-0

design-system

219

aws-samples/sample-kiro-cli-prompts-for-product-teams

Agent Claude Code ✓ vendor

Use at the START of the Prototype phase to create the shared [product-slug].css and DesignSystem.html visual reference, and to extract the Design Token Contract — BEFORE any Screen.html is built. Dispatch once, before screen-builders.

42 1mo ago A 55 tokens MIT-0

prd

220

aws-samples/sample-kiro-cli-prompts-for-product-teams

Agent Claude Code ✓ vendor

Use for the PRD phase — EARS-syntax requirements, personas with dashboard widgets, success metrics, AWS-native technical architecture WITH an inline SVG diagram, and current-year technology research. Dispatch after the PRFAQ is approved.

42 1mo ago A 47 tokens MIT-0

prfaq

221

aws-samples/sample-kiro-cli-prompts-for-product-teams

Agent Claude Code ✓ vendor

Use for the PRFAQ phase — Amazon Working Backwards press release + skeptical FAQ, grounded in the market research brief. Dispatch after research is approved and the user wants the PRFAQ.

42 1mo ago A 40 tokens MIT-0

product-reviewer

222

aws-samples/sample-kiro-cli-prompts-for-product-teams

Agent Claude Code ✓ vendor

Use to run a review lens over completed artifacts — accessibility (WCAG AA), full-interactivity/link audit, risk analysis, or competitive response. Dispatch when the user asks to audit, stress-test, or review the prototype or product, or invokes a corresponding slash command.

42 1mo ago A 58 tokens MIT-0

screen-builder

223

aws-samples/sample-kiro-cli-prompts-for-product-teams

Agent Claude Code ✓ vendor

Use to build ONE prototype screen file (Screen.html) from a screen-builder contract during the Prototype phase. The Orchestrator dispatches one per screen, in parallel. Each invocation builds exactly one screen, links the shared CSS, pastes the sidebar shell verbatim, wires Content Link Map hrefs, and adds the…

42 1mo ago A 91 tokens MIT-0

product-ai-framing

226

aws-samples/sample-kiro-cli-prompts-for-product-teams

Skill Claude CodeCodex ✓ vendor

Use when framing an AI/ML product as a machine learning problem — problem type, input/output schemas, evaluation metrics, data strategy. Triggers on "AI framing", "ML problem framing", "frame the model". AI/ML products only; runs between Deep Research and PRFAQ.

42 1mo ago A 63 tokens MIT-0

product-prd

227

aws-samples/sample-kiro-cli-prompts-for-product-teams

Skill Claude CodeCodex ✓ vendor

Use when writing a PRD — EARS requirements, personas, success metrics, AWS-native architecture with an inline SVG diagram, and current-year technology research. Triggers on "PRD", "product requirements", "write requirements", "EARS".

42 1mo ago A 54 tokens MIT-0

product-prfaq

228

aws-samples/sample-kiro-cli-prompts-for-product-teams

Skill Claude CodeCodex ✓ vendor

Use when writing an Amazon-style PRFAQ (Working Backwards press release + skeptical FAQ) for a product, grounded in market research. Triggers on "PRFAQ", "press release FAQ", "working backwards".

42 1mo ago A 47 tokens MIT-0

product-prototype

229

aws-samples/sample-kiro-cli-prompts-for-product-teams

Skill Claude CodeCodex ✓ vendor

Use when building the interactive HTML prototype — shared CSS, design system, screen manifest, per-screen files, navigation hub. Triggers on "build the prototype", "clickable prototype", "prototype screens".

42 1mo ago A 45 tokens MIT-0

product-research

230

aws-samples/sample-kiro-cli-prompts-for-product-teams

Skill Claude CodeCodex ✓ vendor

Use when conducting deep market research for a product — competitors, market sizing (TAM/SAM/SOM), customer personas, technology radar, and a sourced MarketResearch brief. Triggers on "market research", "competitive analysis", "research this product idea", or the start of the product-development workflow.

42 1mo ago A 65 tokens MIT-0

aws-samples/sample-kiro-cli-prompts-for-product-teams

Skill Claude CodeCodex ✓ vendor

Use to rebuild the ScreenIndex navigation hub from the Screen.html files actually present in documents/ — after adding, removing, or renaming prototype screens. Triggers on "regenerate the screen index", "rebuild the index", "the index is out of date", "update the navigation hub".

42 1mo ago A 67 tokens MIT-0

pocsynth

234

aws-samples/sample-synthetic-document-generator

Skill Claude CodeCodex ✓ vendor

Convert PDFs to synthetic HTML/Markdown via Amazon Bedrock, audit documents for PII with Amazon Comprehend, and generate synthetic tabular datasets (CSV/JSON) from a schema, a preset, a natural-language business description, or a reference document. Use when the user asks to synthesize a document, redact PII, scan a…

24 +1 1mo ago B 127 tokens MIT-0

synth-data

236

aws-samples/sample-synthetic-document-generator

Skill Claude CodeCodex ✓ vendor

Generate synthetic tabular datasets (CSV/JSON) for demos, tests, and dashboards — from a bundled business preset, a natural-language description, or a reference document. Validate generated data against its schema. Use when the user asks for fake/test/sample/demo/dummy data, a synthetic dataset, "rows of…

24 +1 1mo ago A 114 tokens MIT-0

sample-okf-llm-wiki

238

aws-samples/sample-okf-llm-wiki

Settings file Claude Code ✓ vendor

Data Wiki turns data into portable knowledge bundles following Open Knowledge Format (OKF) and serves them to AI agents over the Model Context Protocol (MCP).

23 4d ago A tokens not measured MIT-0

okf-mcp

240

aws-samples/sample-okf-llm-wiki

Plugin Claude Code ✓ vendor

Connects Claude Code to the OKF Data wiki consumption MCP server (deployed on Bedrock AgentCore) and provides a skill to fetch/refresh its OAuth2 access token.

23 4d ago A tokens not measured MIT-0

At most 3 mods per repository are shown here — the rest are on their repository pages: