Helps choose a reusable application foundation by comparing actual workflow fit, ownership effort and alternatives to building from scratch.
business-project-foundations
Included files 4
SKILL.mdreferences/README.mdreferences/adoption-checklist.mdreferences/repositories.json
Narrows technical research to a decision with real constraints, existing capabilities and a manageable set of viable alternatives.
research-problem-framing-candidate-discovery
Included files 1
Checks implementation, dependencies and tests at a fixed revision to substantiate technical capability claims.
source-code-repository-inspection
Included files 1
Reviews dependency obligations and operational requirements alongside package provenance and installation behavior.
license-supply-chain-operational-risk
Included files 1
Turns a technical recommendation into a concrete integration plan with local touchpoints, lifecycle boundaries and visible uncertainty.
integration-architecture-adoption-plan
Included files 1
Labels capability claims according to documentation, inspected source, executed experiments or explicit inference.
evidence-grading-research-verification
Included files 1
Examines agent execution loops, persistence, tool protocols and permission boundaries behind framework demonstrations and marketing claims.
ai-agent-runtime-mcp-research
Included files 1
Translates protocol requirements into an integration contract and checks where reference implementations or libraries differ from the specification.
protocol-spec-reference-analysis
Included files 1
Tests a risky technical assumption in a small controlled experiment before committing to an implementation approach.
empirical-micro-benchmark-prototyping
Included files 1
Adapts a small stable algorithm when its verified permissive license and limited dependencies make that appropriate.
oss-code-adaptation-attribution
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Turns release history and interface differences into a concrete migration impact map for your codebase.
migration-breaking-change-intelligence
Included files 1
Turns a research paper’s mechanism into a practical algorithm evaluation, with explicit assumptions, a simple baseline and a testable implementation boundary.
academic-paper-algorithm-translation
Included files 1