systems-thinking

Plugin systems-thinking from marketplace fakoli-plugins in fakoli/fakoli-plugins. Commands read from the repo's manifest — today.

Skills (6)

• architecture-risk-review

  Targeted review of failure modes, hidden dependencies, limits, and operational burden in a specific architecture or design. Use this when you need a focused risk assessment without running a full complexity mapping — to identify single points of failure, blast radius concerns, hidden coupling, and o

• complexity-mapper

  Surface hidden complexity, risks, dependencies, and likely project blow-up points in a proposed design or architecture. Use this when you have architecture docs, design proposals, or technical specs and need to identify where operational, cost, networking, or implementation complexity is hiding befo

• context-sharding

  Split large or varied source material across parallel subagents for extraction before synthesis. Use this when documentation exceeds what can be processed in a single pass — typically more than 5 dense documents or 50+ pages — or when material spans multiple distinct domains. Produces structured Con

• decision-brief

  Package extracted findings into a compact, decision-ready format for engineers, managers, or review bodies. Use this after running complexity-mapper, architecture-risk-review, or context-sharding to synthesize findings into a structured brief with options, evidence, risks, and recommended next steps

• marketplace-migration-review

  Review a plugin, skill bundle, or agent workflow that has been moved from a standalone repository into a marketplace layout. Use this when you need to verify path rewrites, manifest identity, registry metadata, changelog/version drift, hook runtime assumptions, copied assets, tests, examples, utilit

• pattern-remix

  Generate high-quality first drafts by adapting prior proven work to new problems. Use this when you have successful prior designs, implementations, or architectural patterns and need a strong starting point for a new but related problem. Produces a Pattern Remix Draft that maps reused elements to th

Subagents (9)

• architecture-dependency-mapper

  Maps control-plane, data-plane, routing, ownership, and operational dependencies that affect delivery risk. Identifies single points of failure, blast radius concerns, and cross-team or cross-vendor dependencies. - Read - Grep - Glob

• caveat-extractor

  Hunts for limitations, quotas, exclusions, side effects, warning notes, and buried implementation traps in documents and extracted notes. Classifies each caveat by severity and likely operational impact. - Read - Grep

• cost-capacity-analyst

  Highlights cost mechanics, throughput assumptions, scaling constraints, support burden, and capacity implications from documents and design notes. Distinguishes confirmed pricing from estimated or inferred pricing. - Read - Grep

• doc-indexer

  Scans document structure to map headings, sections, appendices, and caveat-heavy areas. Produces a structural overview and prioritized reading list for downstream extraction agents. Does not summarize content — only maps structure. - Read - Glob - Grep

• doc-reader

  Reads assigned document sections and extracts key technical claims, limits, dependencies, and implementation details. Preserves original language and source anchors. Never synthesizes or recommends — only extracts. - Read - Grep

• extraction-planner

  Analyzes the volume and structure of collected source material and produces a Dispatch Plan specifying how many extraction agents to spawn, what type each should be, and what scoped instructions each receives. Ensures extraction work is parallelized appropriately — neither too few agents (overload)

• pattern-remix-planner

  Converts prior examples, target-state goals, and constraints into a high-quality draft plan for a new but related problem. Adapts proven patterns to new contexts rather than copying blindly, always citing what it builds on and flagging divergences. - Read - Glob - Grep

• synthesis-brief-writer

  Turns extracted evidence from upstream extraction agents into clear, decision-ready briefs. Supports multiple output formats: Hidden Risk Summary, Complexity Heat Map, and Decision Brief. Strictly separates evidence from inference in all outputs. - Read - Glob - Grep

• web-researcher

  Discovers and collects source material from the web and local files for a given research topic. Produces a structured Source Manifest listing URLs, document locations, and key sections found. Does not analyze or extract — only discovers and organizes raw material for downstream extraction agents. -

Hooks (3)

• SessionStart

  command -v uv > /dev/null 2>&1 || echo 'WARNING: uv is not installed. This plugin requires uv for dependency management. Run: curl -LsSf https://astral.sh/uv/install.sh | sh'; command -v jq > /dev/nul

• UserPromptSubmit

  bash ${CLAUDE_PLUGIN_ROOT}/hooks/user-prompt-gate.sh

• Stop

  bash ${CLAUDE_PLUGIN_ROOT}/hooks/stop-quality-gate.sh

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