smithery/proflead

1

api-error-taxonomy Define consistent API error codes and responses. Use when a mid-level developer needs error standardization.

smithery/proflead

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2

api-request-builder Build a basic HTTP request (curl or fetch) for an API. Use when a junior developer needs a quick request example.

smithery/proflead

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3

bug-repro-plan Create a minimal, repeatable reproduction plan for a bug. Use when a junior developer needs clear steps to reproduce …

smithery/proflead

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4

caching-strategy-helper Recommend caching strategies and invalidation patterns. Use when a mid-level developer needs performance guidance.

smithery/proflead

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5

ci-failure-triage Diagnose CI failures and stabilize pipelines. Use when a mid-level developer needs to resolve flaky or failing builds.

smithery/proflead

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6

cli-ux-improver Improve CLI help, errors, and output. Use when a mid-level developer needs to make a CLI friendlier.

smithery/proflead

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7

compliance-readiness Assess readiness for compliance audits. Use when a senior developer needs a gap analysis for standards.

smithery/proflead

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8

config-file-explainer Explain a configuration file and its key options. Use when a junior developer is confused by a config file.

smithery/proflead

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9

config-hardening Harden configuration and defaults for safer deployment. Use when a mid-level developer needs to reduce misconfig risk…

smithery/proflead

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10

cost-optimization-review Review system costs and propose reductions. Use when a senior developer needs cost-saving recommendations.

smithery/proflead

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11

css-layout-helper Explain CSS layout issues and propose fixes. Use when a junior developer is struggling with alignment or spacing.

smithery/proflead

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12

data-governance-check Review data handling for privacy and retention. Use when a senior developer needs governance validation.

smithery/proflead

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13

db-migration-reviewer Review database migrations for safety and rollback. Use when a mid-level developer needs validation of schema changes.

smithery/proflead

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14

debugging-checklist Provide a systematic debugging checklist. Use when a junior developer is stuck and needs a structured approach.

smithery/proflead

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15

dependency-install-helper Guide installation of project dependencies and toolchains. Use when a junior developer is stuck setting up the enviro…

smithery/proflead

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16

dependency-risk-audit Audit dependencies for licensing, security, and maintenance risk. Use when a senior developer needs risk assessment.

smithery/proflead

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17

domain-modeling Model domains and bounded contexts for complex systems. Use when a senior developer needs domain-driven design guidan…

smithery/proflead

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18

feature-flag-playbook Plan feature flag rollout and cleanup. Use when a mid-level developer needs controlled release guidance.

smithery/proflead

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19

git-basic-helper Provide safe git commands for common tasks. Use when a junior developer needs help with branching, commits, or resolv…

smithery/proflead

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20

graphql-query-optimizer Optimize GraphQL queries and resolvers for performance. Use when a mid-level developer needs to reduce N+1 or payload…

smithery/proflead

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21

iac-reviewer Review infrastructure-as-code changes for safety and correctness. Use when a mid-level developer needs a second look …

smithery/proflead

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22

incident-postmortem Draft an incident postmortem with timeline, RCA, and action items. Use when a senior developer needs a structured pos…

smithery/proflead

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23

log-summarizer Summarize noisy logs into likely causes and next steps. Use when a junior developer needs help interpreting logs.

smithery/proflead

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24

multi-region-strategy Design a multi-region architecture strategy. Use when a senior developer needs geo-redundant planning.

smithery/proflead

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25

org-standardization Define engineering standards across teams. Use when a senior developer needs to align practices.

smithery/proflead

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26

performance-budgeting Define performance budgets and guardrails. Use when a senior developer needs performance targets and enforcement.

smithery/proflead

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27

performance-trace-guide Guide collection and analysis of performance traces. Use when a mid-level developer needs to diagnose slowness.

smithery/proflead

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28

platform-migration-plan Create a plan to migrate platforms or runtimes. Use when a senior developer needs a phased migration approach.

smithery/proflead

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29

readme-polish Improve a README for clarity and completeness. Use when a junior developer needs guidance on documenting setup and us…

smithery/proflead

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30

release-notes-drafter Draft release notes from changes and PRs. Use when a mid-level developer needs a structured changelog.

smithery/proflead

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31

roadmap-prioritization Prioritize roadmap initiatives with tradeoffs. Use when a senior developer needs help ranking projects.

smithery/proflead

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32

scalability-assessment Assess a system for growth bottlenecks. Use when a senior developer needs to evaluate scaling limits.

smithery/proflead

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33

simple-refactor Suggest small refactors that improve readability without changing behavior. Use when a junior developer asks to clean…

smithery/proflead

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34

small-script-generator Generate a small helper script for repetitive tasks. Use when a junior developer needs a quick automation snippet.

smithery/proflead

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35

sql-query-starter Draft a basic SQL query from a simple requirement. Use when a junior developer needs help forming SELECT queries.

smithery/proflead

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36

team-onboarding-guide Create an onboarding guide for new engineers. Use when a senior developer needs structured onboarding materials.

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37

tech-debt-portfolio Assess and prioritize tech debt items. Use when a senior developer needs an investment plan for debt reduction.

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38

ticket-breakdown Break a task or ticket into small steps. Use when a junior developer needs guidance on how to start.

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39

vendor-evaluation Evaluate third-party vendors for engineering fit. Use when a senior developer needs a structured vendor assessment.

smithery/proflead

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40

zero-downtime-migration Plan a zero-downtime migration for data or infrastructure. Use when a senior developer needs a safe migration strateg…

smithery/proflead

0