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Claude Skills by machenjie

github.com/machenjie

190 skillsA× 189B× 11 installs325 views

Technology Stack SelectionAUse when a framework, platform, infrastructure, or managed service creates a commitment; skip package, runtime, or fixed-stack work.devopsVotes: 0GitHub stars: 7
Tenant IsolationAUse for cross-layer tenant isolation. Skip policy-only and SaaS-product lifecycle work.databasesrustdatabaseVotes: 0GitHub stars: 7
Test Data ManagementA`analysis-agent`/`task-agent`/`review-agent`: use when fixtures, factories, seeds, isolation, cleanup, or sensitive test-data rules change; skip when test data is unaffected.databasesdatabaseVotes: 0GitHub stars: 7
Test StrategyA`analysis-agent`/`task-agent`/`review-agent`: use to recommend a risk-to-test evidence portfolio and omissions; skip test implementation, fixed-command, and release-verdict work.testingVotes: 0GitHub stars: 7
Testability Seam DesignA`analysis-agent`/`task-agent`/`review-agent`: use when behavior needs deterministic seams for time, randomness, UUIDs, collaborators, or external I/O; skip when seams are adequate.businessrustgoVotes: 0GitHub stars: 7
Threat ModelingA`analysis-agent`/`task-agent`/`review-agent`: use for changed assets, trust boundaries, reachable abuse paths, impact, or control placement; skip without a security delta.securityrustsecurityVotes: 0GitHub stars: 7
Transaction ConsistencyAUse with analysis-agent or task-agent for task-local transaction, isolation, and conflict decisions. Do not use without a transaction decision or as task owner.databasesdatabaseVotes: 0GitHub stars: 7
Typescript Professional UsageA`analysis-agent`/`task-agent`/`review-agent`: use when TypeScript runtime validation, structural typing, async, numeric, or module semantics change; skip generic work.developmenttypescriptrustVotes: 0GitHub stars: 7
Unit TestingA`analysis-agent`/`task-agent`/`review-agent`: use when logic, rules, invariants, branches, edges, or failure paths need isolated tests; skip without a unit-test decision.testingtestingVotes: 0GitHub stars: 7
Use Case ModelingA`analysis-agent`: use when actors, goals, preconditions, triggers, paths, guarantees, postconditions, or acceptance traces need modeling; skip when no use-case decision exists.businessgoVotes: 0GitHub stars: 7
User Flow ModelingA`analysis-agent`/`task-agent`: use when actor journeys change entries, branches, interruption, recovery, authority, or side effects; skip route/state-only work.ai-agentsgobackendVotes: 0GitHub stars: 7
User Role IdentificationA`analysis-agent`/`task-agent`/`review-agent`: use when actors, personas, admins, customers, service accounts, or role risks need identification; skip when roles are unchanged.businessrustgoVotes: 0GitHub stars: 7
Version CompatibilityA`analysis-agent`/`task-agent`/`review-agent`: use when API, schema, event, or behavior changes need compatibility, deprecation, rollout, or migration; skip without version impact.testinggoapiVotes: 0GitHub stars: 7
Web Platform Professional UsageA`analysis-agent`/`task-agent`/`review-agent`: use for browser/PWA runtime; skip generic components with no web-platform semantic decision, TS-only, backend, or native-client work.developmenttypescriptfrontendVotes: 0GitHub stars: 7
Web SecurityAUse analysis, task, or review agents for reachable web-sink changes; skip without web exposure.ai-agentsrustsecurityVotes: 0GitHub stars: 7
Acceptance Criteria BuilderADefine source-backed, measurable acceptance with `analysis-agent` when acceptance is vague or failure behavior is unspecified. Do not select it when acceptance is already measurable or the request is question-only.testinggorailsVotes: 0GitHub stars: 7
Ai Code Review RefactorAUse `review-agent` on implementation or repair diffs for hallucinated APIs, unsupported assumptions, unsafe abstractions, and dependency or regression risks. Skip work without a diff or after reviewer edits.testinggocode-reviewVotes: 0GitHub stars: 7
Architecture Impact ReviewerAUse `analysis-agent` for module-boundary or dependency-direction analysis, or `review-agent` for independent assessment of a bounded architecture artifact. Skip isolated owner-internal edits with no structural impact.devopsgoVotes: 0GitHub stars: 7
Backend Change BuilderAUse `task-agent` for bounded backend service, API, worker, and native/firmware runtime changes. Skip frontend-only and read-only work.developmentgoapiVotes: 0GitHub stars: 7
Change Documentation GateAUse `task-agent` to update source-backed documentation or `review-agent` to assess documentation impact and accuracy when public behavior or operator workflows change. Skip work with no audience-facing behavior change.documentationgoapiVotes: 0GitHub stars: 7
Change Intake CompilerAUse `analysis-agent` for ambiguous or missing intent: slice desired behavior, boundaries, constraints, and completion signals. Skip an accepted Brief or repository-independent answers fully determined by user facts.securitygosecurityVotes: 0GitHub stars: 7
Data Api Contract ChangerAAnalyze an API, schema, migration, or compatibility decision with `analysis-agent`, or implement its bounded contract change with `task-agent`. Do not select it when no data or public-contract surface is affected.testinggoapiVotes: 0GitHub stars: 7
Data Middleware Change BuilderAUse `analysis-agent` or `task-agent` for database, cache, queue, search, consistency, or source-of-truth work; skip unrelated work.databasesgodatabaseVotes: 0GitHub stars: 7
Delivery Release GateAUse `analysis-agent` for release decisions, `task-agent` for delivery artifacts, or `review-agent` for readiness on deployment, migration, rollback, or production risk. Skip local work with no release decision.devopsgoVotes: 0GitHub stars: 7
Domain Impact ModelerAUse `analysis-agent` to identify domain ownership, invariants, state transitions, and cross-context effects when rules change or ownership is unclear. Skip presentation-only or question-only work with no domain behavior.businessgoapiVotes: 0GitHub stars: 7
Engineering Artifact ReviewAUse `review-agent` for an ordinary Engineering Brief, Task Plan, acceptance, or contract artifact. Exclude high-risk design and release-readiness approval.devopsgosecurityVotes: 0GitHub stars: 7
Engineering Change AnalysisA`analysis-agent`: source-backed `implementation-preparation`, causal `diagnosis-only`, or repository `source-backed-answer`; skip source-free, implementation-ready, or accepted-artifact work.developmentgoapiVotes: 0GitHub stars: 7
Experience Impact ModelerAUse `analysis-agent` to map user-flow, interaction-state, accessibility, content, and recovery impact when experience behavior changes. Skip backend-only work with no experience effect and question-only requests.datagorailsVotes: 0GitHub stars: 7
Frontend Change BuilderAUse `task-agent` for bounded frontend component or browser changes involving interaction, accessibility, API failures, security, or regression proof. Skip backend-only work and design exploration without implementation.designrustgoVotes: 0GitHub stars: 7
High Risk Design ReviewAUse `review-agent` for a high-risk Engineering Brief when a critical path, architecture boundary, material risk, or multiple downstream tasks need deeper design evidence. Skip ordinary work without those signals.testinggosecurityVotes: 0GitHub stars: 7
Incident Response CoordinatorAUse `analysis-agent` for active multi-responder incident command, cadence, mitigation, communications, or handoff. Skip ordinary diagnosis, reliability design, release approval, post-incident docs, and execution.devopsgodocumentationVotes: 0GitHub stars: 7
Installed Client Change BuilderA`task-agent`: installed-client implementation; skip browser/PWA, backend, infrastructure, planning, release, and review.businessjavascriptgoVotes: 0GitHub stars: 7
Integration Change BuilderAUse `analysis-agent` or `task-agent` for shared-contract or delivery changes between internal runtime components or external providers. AI task/worker output merges alone do not establish this boundary.businessgoVotes: 0GitHub stars: 7
Logging Design GateAUse `task-agent` for bounded logging changes or `review-agent` to independently assess placement, schema, severity, redaction, correlation, and signal tradeoffs. Skip work with no logging impact and self-review requests.securitygosecurityVotes: 0GitHub stars: 7
Platform Infrastructure Change BuilderA`task-agent` infrastructure source changes within authority, excluding production mutation and review.devopsgokubernetesVotes: 0GitHub stars: 7
Quality Test GateAUse `analysis-agent`, `task-agent`, or `review-agent` for standalone tests, validation strategy/infrastructure, or current proof/coverage. Supporting tests stay with the production behavior owner.testinggosecurityVotes: 0GitHub stars: 7
Reliability Observability GateAUse `analysis-agent` to analyze recovery, SLO, capacity, degradation, and observability; `task-agent` to change resilience or telemetry; and `review-agent` to assess evidence. Skip self-review and no-runtime-impact work.businessgoperformanceVotes: 0GitHub stars: 7
Repository Tooling Change BuilderAUse `task-agent` for a bounded repository generator, plugin, harness, CLI, monorepo automation, or maintenance utility source change. Skip product behavior, config-only work, docs, release, review, and planning.toolsgoapiVotes: 0GitHub stars: 7
Security Privacy GateA`analysis-agent`: analyze permissions, secrets, sensitive data, trust boundaries and injection; `task-agent`: implement controls; `review-agent`: assess evidence. Skip self-review or no security/privacy lifecycle impact.securityrustgoVotes: 0GitHub stars: 7
Task Dag PlannerA`analysis-agent`: plan dependencies between semantic tasks that need ordering, integration or independent work; skip single edits and established plans.researchgonodeVotes: 0GitHub stars: 7