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Dt Rpi Integration

MicrosoftOfficialPublished by Microsoft

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From the author

Design Thinking handoff knowledge for research-ready rpi-research inputs and DT-aware rpi-plan, rpi-implement, and rpi-review context
— the description by Microsoft

AutoGineer summary

Written by AutoGineer from the skill’s own files, not by the author

This skill acts as the bridge between Design Thinking coaching and the RPI (Research, Plan, Implement, Review) workflow. It defines the formal handoff contracts, artifact schemas, and contextual framing required to ensure that insights gathered during Design Thinking are effectively utilized by downstream RPI phases. It ensures that regardless of the Design Thinking exit point, all projects enter the RPI pipeline through the research phase with standardized, validated documentation.

What it does

  • Defines the formal handoff contract for transitioning from Design Thinking to RPI phases.
  • Provides standardized schemas for documenting handoff artifacts and project constraints.
  • Offers guidance on framing research, planning, implementation, and review contexts based on DT artifacts.
  • Includes procedures for subagent dispatch to validate handoff readiness.
  • Provides specific instructions for generating lo-fi image prompts for concept visualization.

When to use it

  • When a team graduates from a Design Thinking space boundary and needs to begin the RPI workflow.
  • When you need to prepare research-ready inputs from completed Design Thinking methods.
  • When you need to ensure that RPI planning and implementation phases are informed by validated DT context.
  • When you need to generate neutral, lo-fi concept sketches for stakeholder evaluation.

Advantages

  • Ensures continuity of project context across different development phases.
  • Standardizes the quality and format of handoff documentation.
  • Reduces investigation scope by providing validated artifacts from earlier stages.
  • Maintains neutrality in visual concept generation through strict prompt enforcement.

Usage examples

“How do I structure the handoff summary when moving from the Problem space to RPI research?”
The agent provides the required YAML schema for the handoff-summary.md file, including fields for exit points, artifacts, and constraint tracking.
“Generate a lo-fi image prompt for a concept where a technician uses a tablet to check inventory.”
The agent generates a prompt following the required stick-figure template, ensuring no personal traits are included and the style is set to black-and-white line art.

Install

  1. Download the skill as a ZIP:

    https://autogineer.com/agent-skills/microsoft/dt-rpi-integration/download
  2. Unzip it into the cross-client skills folder of your project:

    mkdir -p .agents/skills && unzip dt-rpi-integration.zip -d .agents/skills

Documentation by Microsoft

Design Thinking → RPI Integration — Skill Entry

This skill is the entry point for Design Thinking to RPI integration knowledge.

The DT coach loads these references when Design Thinking coaching graduates into the RPI workflow. Every DT exit produces research-ready input for rpi-research. The retained downstream phases, rpi-plan, rpi-implement, and rpi-review, consume the resulting context. RPI Agent is the lifecycle wrapper when end-to-end coordination is needed; it does not replace rpi-research as the handoff target.

Integration references

ReferenceWhen to load
Handoff contractExit points, artifact schemas, RPI input contracts, and quality markers for lateral DT-to-RPI handoff
Space-exit handoffsStep-by-step Problem, Solution, and Implementation Space exit procedures that compile the handoff summary and the RPI entry document
Research contextDT-aware rpi-research framing for handoffs from the DT coach
Planning contextDT-aware rpi-plan context for plans originating from DT artifacts
Implement contextDT-aware rpi-implement context applying fidelity and stakeholder constraints
Review contextDT-aware rpi-review criteria for evaluating Design Thinking artifacts
Subagent handoffReadiness assessment, artifact compilation, and validation via subagent dispatch
Image prompt generationMethod 5 concept visualization with lo-fi prompt enforcement

Skill layout

  • SKILL.md — this file (skill entrypoint).

  • references/ — the DT-to-RPI integration reference documents.

    • rpi-handoff-contract.md — DT-to-RPI handoff contract: exit points, artifact schemas, RPI input contracts, and confidence markers.

    • space-exit-handoffs.md provides the per-space exit procedures, handoff summaries, transition entries, and RPI entry documents.

    • rpi-research-context.md provides DT-aware rpi-research context.

    • rpi-planning-context.md provides DT-aware rpi-plan context.

    • rpi-implement-context.md provides DT-aware rpi-implement context.

    • rpi-review-context.md provides DT-aware rpi-review context.

    • subagent-handoff.md provides the subagent dispatch workflow for handoff readiness, compilation, and validation.

    • image-prompt-generation.md provides Method 5 lo-fi image prompt generation guidance.

Files

references/rpi-research-context.md


title: 'DT Research Context' description: Adjustments augmenting rpi-research when receiving a handoff from the Design Thinking coach.

When rpi-research receives a handoff from the DT coach, these adjustments augment the standard research workflow. The research question originates from a Design Thinking process rather than a technical spec, so stakeholder perspectives and empathy-driven inquiry shape the research framing.

Research Framing Adjustments

Standard ResearchDT-Informed Research
Technical feasibility focusStakeholder impact and technical feasibility
Single-perspective analysisMulti-stakeholder analysis across roles and contexts
Binary findings (works/doesn't)Quality-marked findings (validated/assumed/unknown/conflicting)
Forward-only to rpi-planMay return to DT coach when findings warrant revisiting
Code-centric resultsHuman-centric results with code implications

DT-Specific Research Patterns

  • When the research question references stakeholders, investigate from each stakeholder perspective identified in the handoff artifact.

  • Handoff items marked assumed become verification targets — seek evidence that confirms or contradicts each assumption.

  • Handoff items marked unknown become primary research targets with dedicated investigation.

  • Process qualitative data (interview themes, observation patterns) alongside quantitative data from the DT artifact paths.

  • When an industry context template was active during coaching, reference its vocabulary mapping and constraint inventory for domain-specific framing.

Tiered Artifact Handling

All DT exits route to rpi-research. The depth of completed DT methods determines what the research phase already knows and where investigation effort concentrates.

Problem Space Exit (Methods 1-3)

Artifacts include scope conversations, design research, and input synthesis. Investigation is broad: validate the problem statement, verify stakeholder assumptions, and explore technical feasibility across the full solution landscape.

Solution Space Exit (Methods 4-6)

Artifacts include brainstorming outputs, user concepts, and low-fidelity prototypes. Investigation narrows: the problem is well-defined and candidate solutions exist. Focus on concept feasibility, constraint validation, and gap analysis for the selected concepts.

Implementation Space Exit (Methods 7-9)

Artifacts include high-fidelity prototypes, test results, and iteration-at-scale findings. Investigation is narrowest: validated implementations exist. Focus on production readiness, scaling constraints, and remaining unknowns that testing did not cover.

Output Format Additions

When producing research output in DT context, include these sections alongside the standard research document:

  • For each assumed item from the handoff, state whether evidence supports, contradicts, or remains inconclusive in an Assumption Validation Results section.

  • For each unknown item, provide findings or recommend continued investigation with rationale in a Gap Resolution section.

  • Describe how research findings affect each stakeholder group from the handoff's stakeholder map in a Stakeholder Impact Assessment section.

  • State whether findings warrant returning to DT coaching before proceeding to planning, with rationale, in a DT Coach Return Recommendation section.

Return Path Triggers

Recommend returning to DT coaching rather than proceeding to planning when any of these conditions emerge:

  • The problem statement requires significant revision based on research findings.

  • Research reveals stakeholders not represented in the original stakeholder map.

  • Fundamental assumptions from Method 1-3 synthesis are invalidated by evidence.

  • Conflicting evidence indicates the Method 3 synthesis needs rework before implementation planning can proceed.

  • All DT coaching artifacts are scoped to .copilot-tracking/dt/{project-slug}/. Never write DT artifacts directly under .copilot-tracking/dt/ without a project-slug directory.

Requirements and compatibility

Written for: GitHub Copilot, Claude Code

Works with: Claude Code, Claude apps, OpenAI Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Goose, Amp, Roo Code, JetBrains Junie, Factory Droid, Devin (ex-Windsurf), Mistral Vibe, OpenHands, Letta

“Works with” means the tool reads the open Agent Skills format; a skill written for one tool may use features others lack.

Needs: Claude Code frontmatter

Security

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Attribution and licence

Published by
Microsoft
Publisher
Microsoft (Official)
Source
microsoft/hve-core · .github/skills/design-thinking/dt-rpi-integration · commit f425e94
Licence
MIT License (redistribution allowed)
  • LICENSE (added by AutoGineer from LICENSE)
  • ATTRIBUTION.md (written by AutoGineer)
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Download ZIP

The ZIP holds the skill’s files, its licence files and an ATTRIBUTION.md. Download dt-rpi-integration.zip