MSP is a seed-centered AI-native project advancement and evolution meta-framework, mainly for open problems. MSP is not a normal acronym; it is a deliberately overloaded term where Problem / Project / Product / Paper / Protocol / Artifact can coexist.
MSP is a seed-centered AI-native project advancement and evolution meta-framework, mainly for open problems. It uses seeds for strategic deferral and future recovery cues, then lets problems grow through real feedback and project/product/paper/protocol carriers.
Seed is a broad word. Its key function is strategic deferral: defer non-mainline complexity so the happy path can move fast while preserving future recovery cues. At the same time, seeds are future-evolution heuristics: strokes that gradually draw the project’s future.
project / product / solution / skill / feature / paper / workflow / protocol
speed seed / evolution seed / framework seed / surface seed / cognition seed
Fold complexity, preserve growth sites, keep system integrity, accelerate project progress, and sketch the project future as growth heuristics.
The human provides problem/task information and selects bias / prior / hypotheses / heuristics / ... to confirm a minimal topo-complete framework.
For speed, implementation may mainly use speed seeds. MVP carries concrete development tasks and real feedback.
List candidate seeds, turn selected speed seeds into evolution seeds, refine seeds for future growth, and even use framework seeds to iterate the basic framework.
Choose requirement → fast MVP → seed iteration. Seeds sprout automatically during MVP execution.
Future-oriented heuristics: strategic deferral, preserved possibilities, and recovery cues for later growth.
Concrete development tasks, real feature loops, and feedback.
Models the invariant bottom mechanisms behind the problem.
The priority of any specific product / UI / app / webpage is lower. What matters most is the complete Project Infra: object model, state, memory, seed registry, decisions, regeneration path, agent skills, feedback path, and iteration mechanism.
object model / memory / seed registry / decisions / regeneration path / agent skill / feedback loop
app / webpage / paper / whitepaper / social IM / API / agent workflow, even personalized interfaces.
When a new idea appears, it should not automatically trigger large-scale rewrites. Put it as a seed in the right place inside the Project, operate and iterate related seeds, and let later MVP development plus agent judgment decide whether development or framework changes are needed—with human review for important changes.
Framework seeds should be explained because they prevent MSP from being misunderstood as a single product process. But they remain seeds: candidates to be reviewed through MVP feedback, agent judgment, and human-in-the-loop review before changing the basic framework.
Minimal Seed ProjectMinimal Seed ProductMinimal Seed SolutionMinimal Seed SkillMinimal Seed FeatureMinimal Seed PaperSpeed SeedEvolution SeedFramework Seed