hpsgd/turtlestack - Seite 5

write-dpia

Write a Data Protection Impact Assessment (DPIA) for high-risk personal data processing. Required by GDPR Article 35 when processing is likely to result in high risk to individuals. Produces a structured assessment with risks, mitigations, and DPO review.

Quellsprache: Englisch

content-analysis

Structured analysis of a piece of text: entity extraction, key claims, sentiment, framing, and narrative identification. Use when you need to understand not just what content says but how it says it and what it leaves out.

Quellsprache: Englisch

deep-research

Multi-pass exhaustive investigation of a topic with entity scoring, source triangulation, and explicit gap analysis. Use when web-research Deep tier isn't sufficient — typically for unfamiliar domains, contested topics, or high-stakes decisions requiring the…

Quellsprache: Englisch

health-check

Generate a health report of the current project's Claude Code setup — installed rules, enabled plugins, memory state, wisdom frame health, and learning coverage.

Quellsprache: Englisch

decompose-initiative

Break a product initiative into workstreams across CPO and CTO teams. Produces a dependency-sequenced workstream table with owners, deliverables, and effort estimates. Use at the start of any significant product effort to plan who does what.

Quellsprache: Englisch

api-design

Design an API — resource hierarchy, endpoints, request/response shapes, error handling, and pagination.

Quellsprache: Englisch

write-iac

Write infrastructure-as-code using Terraform or Pulumi. Produces a module or stack with resource definitions, variables, outputs, and documentation. Use when provisioning cloud infrastructure, defining environments, or creating reusable infrastructure modules.

Quellsprache: Englisch

write-slo

Define Service Level Objectives (SLOs) for a service -- SLIs, SLO targets, error budgets, and alerting policy. Produces a structured SLO document based on Google SRE practices. Use when a service enters production or when formalising reliability targets.

Quellsprache: Englisch

release-plan

Plan a release — scope assessment, readiness gates, deployment strategy, communication plan, and go/no-go decision.

Quellsprache: Englisch

write-onboarding-playbook

Create a customer onboarding playbook with milestones, success criteria, and escalation triggers. Produces a structured playbook for a customer segment. Use when formalising onboarding for a new segment or improving time-to-value.

Quellsprache: Englisch

write-migration-guide

Write a migration guide for a breaking change -- API version upgrade, database schema change, or major version transition. Produces step-by-step migration instructions with before/after examples, rollback plan, and timeline. Use when shipping breaking changes…

Quellsprache: Englisch

write-story-map

Create a user story map — a spatial arrangement of stories along a narrative backbone. Produces a backbone of user activities, a walking skeleton, and release slices. Use when planning a new feature area, epic, or release to ensure coverage and sequence.

Quellsprache: Englisch

accessibility-audit

Audit a component, page, or codebase for WCAG 2.2 AA accessibility compliance. Includes automated pattern detection, severity classification, and remediation recommendations.

Quellsprache: Englisch

service-blueprint

Create a service blueprint -- mapping both the customer-facing journey and the backstage organisational processes that support it. Extends journey mapping with employee actions, support systems, and physical evidence. Use when analysing end-to-end service…

Quellsprache: Englisch

supply-chain-audit

Audit the software supply chain for integrity risks — source, build, dependencies, and artifact provenance. Produces a SLSA-aligned assessment with findings and hardening recommendations. Use when assessing supply chain posture or after a dependency incident.

Quellsprache: Englisch

model-evaluation

Evaluate and compare models for a use case — quality, latency, cost, reliability, and safety benchmarks on your own data.

Quellsprache: Englisch

prompt-design

Design and document a production prompt — structured template, evaluation criteria, test cases, and version control strategy.

Quellsprache: Englisch

rag-pipeline

Design a RAG pipeline — chunking strategy, embedding selection, retrieval configuration, and end-to-end evaluation.

Quellsprache: Englisch

evaluate-technology

Evaluate a technology, framework, or tool against weighted criteria. Produces a structured comparison with scored trade-offs and a recommendation. Use when choosing between technologies or assessing fitness of a single option.

Quellsprache: Englisch

system-design

Design a system — service boundaries, data flow, API contracts, and non-functional requirements.

Quellsprache: Englisch

write-adr

Write an Architecture Decision Record using the MADR template. Captures context, options considered, decision made, consequences, and confirmation criteria.

Quellsprache: Englisch

pr-create

Create a pull request following team conventions

Quellsprache: Englisch

data-model

Design a data model — entities, relationships, constraints, and access patterns.

Quellsprache: Englisch

event-tracking-plan

Define an event tracking plan — what events to capture, with what properties, for what purpose.

Quellsprache: Englisch

write-query

Write a SQL query, dbt model, or analytics query to answer a business question.

Quellsprache: Englisch

incident-response

Guide incident response — detect, assess, mitigate, root cause, prevent recurrence.

Quellsprache: Englisch

write-dockerfile

Write a Dockerfile for a service — multi-stage build, minimal image, security hardening.

Quellsprache: Englisch

performance-profile

Profile a system or endpoint for performance bottlenecks — measure, identify, and prioritise optimisation targets.

Quellsprache: Englisch

write-feature-spec

Write a BDD feature specification in Gherkin with step definitions.

Quellsprache: Englisch

write-schema

Write a JSON Schema or Pydantic model for configuration validation or API contracts.

Quellsprache: Englisch

generate-tests

Generate test cases and test code for a function, component, endpoint, or feature.

Quellsprache: Englisch

write-bug-report

Write a structured bug report with reproduction steps, expected vs actual behaviour, and severity assessment.

Quellsprache: Englisch

write-acceptance-criteria

Write acceptance criteria for a user story using Example Mapping and Given/When/Then format. The primary output of the 3 amigos session (product + dev + QA). Use when a story needs testable criteria before development starts.

Quellsprache: Englisch

component-from-spec

Implement a React component from a design specification or component-spec output.

Quellsprache: Englisch

rollback-assessment

Assess whether to rollback a release — evaluate signals, severity, blast radius, and recommend rollback vs forward-fix.

Quellsprache: Englisch

dependency-audit

Audit project dependencies for known vulnerabilities, outdated packages, and license issues.

Quellsprache: Englisch

security-review

Review code or configuration for security vulnerabilities — OWASP Top 10, secrets, auth, injection.

Quellsprache: Englisch

threat-model

Create a threat model using STRIDE — identify threats, attack surfaces, and mitigations for a system or feature.

Quellsprache: Englisch

define-okrs

Define OKRs (Objectives and Key Results) for a product initiative, quarter, or team. Enforces baselines, measurement methods, and the 70% completion target philosophy.

Quellsprache: Englisch

write-spec

Write a specification document — the contract between product (what), engineering (how), and QA (verify). Produces a structured spec with user stories, acceptance criteria, API contracts, and data model. Use after decompose-initiative to define what will be…

Quellsprache: Englisch