Use when grounding a product in the real-world activity it serves and bounding its MVP before any screen, service, or architecture is drawn — at the G1.5 Domain & MVP point of the discovery loop, or standalone. Triggers on "frame the domain", "how is this activity really done", "ground this before we design", "what's in/out of the MVP", "draw the scope boundary", "is this scope creep". Produces two typed artifacts from one research-grounded pass — Domain Framing (real-world-activity grounding + best practice + naive-failure modes, plus a brownfield current-system half) and Scope Boundary (the MVP out-of-scope register). Do NOT use to shape the intent behind the work (use frame-intent), to test whether a bet holds (use de-risk-intent), or to break an intent down (use decompose-intent).
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryScience & researchStars0
About this skill
Use when grounding a product in the real-world activity it serves and bounding its MVP before any screen, service, or architecture is drawn — at the G1.5 Domain & MVP point of the discovery loop, or standalone. Triggers on "frame the domain", "how is this activity really done", "ground this before we design", "what's in/out of the MVP", "draw the scope boundary", "is this scope creep". Produces two typed artifacts from one research-grounded pass — Domain Framing (real-world-activity grounding + best practice + naive-failure modes, plus a brownfield current-system half) and Scope Boundary (the MVP out-of-scope register). Do NOT use to shape the intent behind the work (use frame-intent), to test whether a bet holds (use de-risk-intent), or to break an intent down (use decompose-intent).
Quick start
Copy the install prompt. Use the green button above this README.
Send it to your agent. Paste it into your coding agent’s chat and send.
Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Use when grounding a product in the real-world activity it serves and bounding its MVP before any screen, service, or architecture is drawn — at the G1.5 Domain & MVP point of the discovery loop, or standalone. Triggers on "frame the domain", "how is this activity really done", "ground this before we design", "what's in/out of the MVP", "draw the scope boundary", "is this scope creep". Produces two typed artifacts from one research-grounded pass — Domain Framing (real-world-activity grounding + best practice + naive-failure modes, plus a brownfield current-system half) and Scope Boundary (the MVP out-of-scope register). Do NOT use to shape the intent behind the work (use `frame-intent`), to test whether a bet holds (use `de-risk-intent`), or to break an intent down (use `decompose-intent`).
About this listing
Category
Science & research
Reported license
Apache-2.0
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.