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
Helps you navigate an existing project by locating important files, system connections and the right place for a scoped change.
codebase-discovery
Included files 2
Shapes the smallest viable architecture around measurable requirements, explicit data ownership and the operational trade-offs your team faces.
architecture-planning
Included files 2
Converts a specification into ordered, reviewable delivery tasks with working user outcomes and explicit acceptance evidence.
task-breakdown
Included files 2
Implements server behavior in tested, coherent increments that preserve business rules, transaction integrity and visible failure states.
backend-implementation
Included files 2
Plans schema changes that preserve data and allow old and new application versions to coexist during transition.
database-migrations
Included files 2
Connects your application to other systems. Defines how they exchange data, handle errors and recover when a service is temporarily unavailable.
api-integration
Included files 2
Makes queued work safe to repeat and recover by treating duplicate delivery and partial completion as normal operational cases.
background-jobs
Included files 2
Connects logs, metrics and traces to concrete questions about failures, performance and user impact.
observability
Included files 2
Restructures legacy code in focused steps while recording current behavior and keeping intentional changes distinct from accidental regressions.
legacy-refactoring
Included files 2
Checks how your application handles sign-ins, forms, uploads and sensitive data. Helps prevent malicious input and unintended data exposure.
secure-coding
Included files 2
Builds tests for individual functions and complete workflows, helping catch errors and prevent previously fixed problems from returning.
testing-discipline
Included files 1
Keeps a code change complete but reviewable by following local conventions and limiting edits and dependencies to the requested outcome.
clean-changes
Included files 1
Checks whether proposed work serves a documented user outcome and suggests a proportionate alternative when technical scope grows beyond it.
business-goal-alignment
Included files 1
Defines a finite complete task and keeps optional enhancements from silently expanding implementation.
scope-control-acceptance-criteria
Included files 1
Finds unnecessary layers and speculative generalization while preserving essential correctness, security and recovery behavior.
engineering-simplicity-review
Included files 1
Finds a narrow end-to-end solution that reuses existing capabilities while retaining the quality needed for everyday operation.
minimal-complete-solution-design
Included files 1
Helps choose between realistic solutions by considering development effort, ongoing maintenance and the consequences of changing course later.
trade-off-lifecycle-cost-analysis
Included files 1
Defines a small time-bounded experiment when an important decision depends on a genuinely unknown technical fact.
technical-spike-scoping
Included files 1
Evaluates whether restructuring removes a real obstacle to current work and keeps justified cleanup separate from speculative churn.
refactoring-value-review
Included files 1
Determines whether delivery meets the accepted goal and distinguishes genuine completion blockers from optional future polish.
delivery-closure-review
Included files 1
Generates distinct product concepts from real user problems, existing capabilities and testable assumptions.
innovation-brainstorming
Included files 1
Supports market decisions with dated comparisons of buyer alternatives and explicit separation between source facts and interpretation.
market-research
Included files 2
Organizes interviews, support requests and observations into supported findings that help you decide what to improve next.
user-research-synthesis
Included files 2
Designs prices and packages around customer value, buying behavior and evidence rather than copying a competitor’s numbers.
pricing-packaging
Included files 2
Compares configuration, plugins, upstream work and forks against long-term maintenance and exit costs.
oss-extension-upstream-strategy
Included files 1
Checks implementation, dependencies and tests at a fixed revision to substantiate technical capability claims.
source-code-repository-inspection
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
Adapts a small stable algorithm when its verified permissive license and limited dependencies make that appropriate.
oss-code-adaptation-attribution
Included files 1
Replaces architecture in complete, verifiable increments with clear ownership while old and new implementations coexist.
incremental-architecture-migration
Included files 1
Establishes whether a dependency upgrade actually works through lockfile review, reproducible builds and real integration paths.
compatibility-regression-verification
Included files 1
Assesses a specific open-source release against deployment needs, supply-chain exposure and license obligations.
oss-adoption-security-evidence
Included files 1
Prioritizes dependency fixes from real advisory conditions and reachable application paths, minimizing unnecessary compatibility disruption.
security-advisory-remediation
Included files 1
Tests tenant boundaries adversarially using comparable data in two workspaces, including indirect relationships and shared infrastructure.
tenant-isolation-verification
Included files 1
Labels capability claims according to documentation, inspected source, executed experiments or explicit inference.
evidence-grading-research-verification
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