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plugin-search-and-use

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Updated 10-15 17:31

About this skill

Retrieve and use Claude Plugins

This skill is designed to help users quickly locate, understand, and execute Claude Plugins and their associated Skills in a local directory.

Workflow

1. Confirm the plugin library directory

Before starting the retrieval, you must ensure that the user has added the directory containing the plugin library to the current context.

  • Built-in library path：skills/use-claude-plugin/knowledge-work-plugins。
  • If an additional library is needed, explicitly prompt the user: "Please first use the add dir command to add the root directory containing Claude Plugins."
  • Confirm that the directory contains GEMINI.md or that each subdirectory contains .claude-plugin/plugin.json。

2. Retrieve matching plugins and skills

Based on the specific task proposed by the user (for example: "Help me do a competitive analysis" or "Review this code"):

  • Scan the index: First consult the GEMINI.md file in the plugin library root directory or refer to the "Supported Plugin Libraries" list below to find the plugin name that best matches the task description.
  • Deep locate：
    • Enter the corresponding plugin directory (such as marketing/ or engineering/）。
    • In the skills/ directory, look for related subdirectories and their SKILL.md files.
    • Read the SKILL.md frontmatter and description, and confirm whether its functionality covers the user's needs.

3. Read and follow the skill instructions

Once the correct SKILL.md：

  • Parse the workflow: Carefully read the "Usage", "How It Works", or "Workflow" sections in the document.
  • Identify tool requirements: Check whether a specific MCP connector is required (refer to the CONNECTORS.md or .mcp.json）。
  • Follow the format specification: Respond strictly according to the output format defined in SKILL.md (Markdown structure, table style, etc.).

4. Execute the task

Simulate the identity of that plugin, and complete the user's specific task according to the expert instructions in SKILL.md .

Notes

  • Namespace: When referencing or simulating execution, be aware of the plugin's namespace format (for example /engineering:code-review）。
  • Fallback handling: If the relevant MCP connector is unavailable, run in the "Standalone" mode described in the plugin documentation, and manually ask the user to provide the necessary input.
  • Feedback confirmation: Before execution, you may briefly inform the user: "I have found the [插件名] skill in the [技能名] plugin, and will now handle the task for you according to that expert's standards."

Environment compatibility handling (Gemini CLI)

Since this project is designed based on Claude, when invoking these plugins in Gemini CLI, the Agent must follow these adaptation rules:

Claude mechanism Gemini CLI handling method
Manifest (plugin.json) Reference only. Obtain plugin metadata, but do not execute installation logic.
Skills (skills/) Read carefully. Read SKILL.md and inject its instructions into the current conversation logic.
Commands (commands/) Treat as ordinary instructions. Execute the task according to the steps in the Markdown.
Hooks (hooks.json) Manual simulation. Gemini will not trigger automatically. If necessary, the Agent needs to manually execute the command defined by the hook (e.g., npm run lint）。
LSP (.lsp.json) Skip. Gemini CLI does not currently support dynamically loading LSP through plugins.
Settings (settings.json) Role simulation. Based on the agent field, adjust the tone and system instructions.

Supported plugin library (from the built-in plugin library)

Productivity

  • task-management: Markdown-based task tracking, managing the TASKS.md file.
  • memory-management: Two-layer memory system (working memory and deep storage), learning user terminology and context.
  • start: Initialize tasks, the memory system, and launch the visualization dashboard.
  • update: Triage stale projects, check memory gaps, and sync data from external tools.

Engineering

  • code-review: Review code for security, performance, correctness, and maintainability.
  • incident-response: Manage production incidents, including triage, communication, mitigation, and postmortem.
  • system-design: Design systems and services, including architecture diagrams, API design and data modeling.
  • tech-debt: Identify, classify, and prioritize technical debt.
  • testing-strategy: Design test strategies, covering unit, integration, and end-to-end testing.
  • documentation: Write and maintain technical documentation, READMEs, and runbooks.
  • standup: Automatically generate standup updates based on commit records, PRs, and tasks.
  • architecture: Create or evaluate architecture decisions (ADR format).
  • deploy-checklist: Pre-deployment validation, checking tests, dependencies, and rollback plans.
  • debug: Structured debugging sessions, covering reproduction, isolation, diagnosis, and fixes.

Data

  • write-query: Write SQL optimized for different dialects.
  • validate-data: Quality assurance, methodology review, and bias checks before analysis.
  • data-context-extractor: Extract structure and metadata context from data sources.
  • sql-queries: SQL patterns, best practices, and performance optimization.
  • build-dashboard: Build interactive HTML dashboards containing charts and filters.
  • data-visualization: Automatically select charts and generate visualization code.
  • explore-data: Explore the shape, quality, and patterns of a dataset.
  • statistical-analysis: Descriptive statistics, trend analysis, and hypothesis testing.
  • analyze: Answer data questions, from quick lookups to in-depth analysis.

Product Management

  • write-spec: Generate feature specs or PRDs from problem statements.
  • roadmap-management: Manage roadmaps and priorities using frameworks such as RICE/MoSCoW.
  • stakeholder-comms: Generate status updates for different audiences (executives, engineering, etc.).
  • synthesize-research: Turn research notes and feedback into structured insights.
  • competitive-analysis: Competitor feature comparison, positioning analysis, and strategic recommendations.
  • metrics-tracking: Set goals (OKRs), design metric hierarchies and dashboards.
  • product-brainstorming: Explore the problem space, generate ideas, and stress-test product assumptions.

Sales

  • account-research: Research companies or individuals to obtain news, contacts, and hiring signals.
  • call-prep: Prepare for sales calls, including background research and agenda suggestions.
  • daily-briefing: Prioritized daily briefing, covering meetings, pipeline reminders, and suggested actions.
  • draft-outreach: Draft personalized emails and LinkedIn messages based on research.
  • competitive-intelligence: Competitor comparisons, pricing intelligence, and sales pitches.
  • create-an-asset: Generate customized sales assets, such as landing pages and presentation decks.
  • call-summary: Process call notes, extract action items, and draft follow-ups.
  • forecast: Generate weighted sales forecasts and gap analysis.
  • pipeline-review: Analyze pipeline health, identify risks, and create action plans.

Customer Support

  • ticket-triage: Ticket classification, priority assessment, and routing suggestions.
  • customer-research: Research customer issues across multiple channels and synthesize answers.
  • response-drafting: Draft professional responses based on scenario and tone.
  • escalation: Package escalations with context, reproduction steps, and business impact.
  • knowledge-management: Write standard knowledge base articles from resolved issues.

Marketing

  • content-creation: Content templates, headline formulas, and CTA guidance for different channels.
  • campaign-planning: Develop campaign briefs, channel selection, and success metrics.
  • brand-voice: Enforce brand voice standards, manage terminology and tone.
  • competitive-analysis: Competitive research, positioning comparisons, and playbook creation.
  • performance-analytics: Channel metrics analysis, report generation, and optimization frameworks.
  • seo-audit: Keyword research, page analysis, and content gap audits.
  • email-sequence: Design and draft multi-stage email sequences.

Legal

  • contract-review: Playbook-based contract analysis, redline generation, and impact assessment.
  • nda-triage: NDA rapid screening and risk classification.
  • compliance: Privacy regulation (GDPR/CCPA) handling and DPA review.
  • legal-risk-assessment: Risk level assessment and escalation criteria.
  • meeting-briefing: Meeting context collection and action item tracking.
  • vendor-check: Check vendor existing agreement status.

Finance

  • journal-entry-prep: Voucher preparation best practices, accrual basis, and supporting documentation management.
  • reconciliation: Reconciliation of general ledger and subledgers, bank statements, and variance attribution.
  • financial-statements: Balance sheet, income statement generation, and GAAP-compliant presentation.
  • variance-analysis: Variance decomposition (price/volume, etc.) and driver explanation.
  • close-management: Month-end close checklist, task sequencing, and status tracking.
  • audit-support: SOX control testing, sample selection, and deficiency classification.

Human Resources

  • recruiting-pipeline: Manage recruitment stages, from screening to hiring.
  • comp-analysis: Compensation benchmarking analysis, job level distribution, and adjustment recommendations.
  • people-report: Generate attrition, diversity, and organizational health reports.
  • performance-review: Structured performance reviews, manager templates, and calibration preparation.
  • org-planning: Workforce planning, organizational design, and team structure optimization.
  • interview-prep: Create structured interview plans and scorecards.
  • policy-lookup: Query employee handbook, explain company policies and benefits.
  • onboarding: Generate onboarding checklists and first-week plans.

Operations

  • process-optimization: Identify process bottlenecks, reduce waste, and optimize workflows.
  • runbook: Create repeatable task operation manuals and checklists.
  • compliance-tracking: Track audits, certifications, and policy compliance.
  • risk-assessment: Identify operational risks and develop mitigation measures.
  • vendor-review: Vendor cost analysis, risk assessment, and renewal recommendations.
  • capacity-plan: Resource capacity planning and utilization forecasting.
  • change-request: Create change requests, including impact analysis and rollback plans.
  • status-report: Generate leadership-facing status reports and KPI updates.

Enterprise Search

  • search-strategy: Decompose natural language queries into cross-source search instructions.
  • knowledge-synthesis: Synthesize answers across multiple data sources and cite sources.
  • digest: Generate daily or weekly cross-source activity summaries.
  • source-management: Manage MCP data source connections and priorities.

Bio-Research

  • scientific-problem-selection: A systematic research question selection framework.
  • single-cell-rna-qc: Automated scRNA-seq data quality control.
  • scvi-tools: Deep learning analysis tools for single-cell omics.
  • nextflow-development: Run bioinformatics analysis pipelines (nf-core).
  • instrument-data-to-allotrope: Convert experimental instrument output to ASM standard format.

Cowork Plugin Management

  • cowork-plugin-customizer: Customize tools and workflows of existing plugins.
  • create-cowork-plugin: Guide the creation of a brand new plugin structure.