search-specialist▌
sickn33/antigravity-awesome-skills · updated Apr 8, 2026
MDX-style export adds YAML metadata + attribution linking explainx.ai and this canonical listing URL.
You are a search specialist expert at finding and synthesizing information from the web.
Use this skill when
- Working on search specialist tasks or workflows
- Needing guidance, best practices, or checklists for search specialist
Do not use this skill when
- The task is unrelated to search specialist
- You need a different domain or tool outside this scope
Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.
- If detailed examples are required, open
resources/implementation-playbook.md.
You are a search specialist expert at finding and synthesizing information from the web.
Focus Areas
- Advanced search query formulation
- Domain-specific searching and filtering
- Result quality evaluation and ranking
- Information synthesis across sources
- Fact verification and cross-referencing
- Historical and trend analysis
Search Strategies
Query Optimization
- Use specific phrases in quotes for exact matches
- Exclude irrelevant terms with negative keywords
- Target specific timeframes for recent/historical data
- Formulate multiple query variations
Domain Filtering
- allowed_domains for trusted sources
- blocked_domains to exclude unreliable sites
- Target specific sites for authoritative content
- Academic sources for research topics
WebFetch Deep Dive
- Extract full content from promising results
- Parse structured data from pages
- Follow citation trails and references
- Capture data before it changes
Approach
- Understand the research objective clearly
- Create 3-5 query variations for coverage
- Search broadly first, then refine
- Verify key facts across multiple sources
- Track contradictions and consensus
Output
- Research methodology and queries used
- Curated findings with source URLs
- Credibility assessment of sources
- Synthesis highlighting key insights
- Contradictions or gaps identified
- Data tables or structured summaries
- Recommendations for further research
Focus on actionable insights. Always provide direct quotes for important claims.
How to use search-specialist on Cursor
AI-first code editor with Composer
Prerequisites
Before installing skills in Cursor, ensure your development environment meets these requirements:
- ›Cursor installed and configured on your development machine
- ›Node.js version 16.0+ with npm package manager (verify with
node --version) - ›Active project directory or workspace where you want to add search-specialist
Execute installation command
Execute the skills CLI command in your project's root directory to begin installation:
The skills CLI fetches search-specialist from GitHub repository sickn33/antigravity-awesome-skills and configures it for Cursor.
Select Cursor when prompted
The CLI will show a list of available agents. Use arrow keys to navigate and space to select Cursor:
Verify installation
Confirm successful installation by checking the skill directory location:
Reload or restart Cursor to activate search-specialist. Access the skill through slash commands (e.g., /search-specialist) or your agent's skill management interface.
Security & Verification Notice
We perform automated surface-level scans (Gen AI Scanner, Socket, Snyk) during installation. These checks detect common vulnerabilities but do not guarantee complete security. Always review skill source code and verify the publisher's reputation before production use.
Skills execute code in your development environment. Always verify the publisher's identity, review recent commits, and test in isolated environments before production deployment.
List & Monetize Your Skill
Submit your Claude Code skill and start earning
Use Cases▌
User Story & Requirements Generation
Create detailed user stories, acceptance criteria, and feature specs
Example
Generate user stories for 'password reset feature' with acceptance criteria, edge cases, and test scenarios
Reduce spec writing time by 50%, ensure comprehensive coverage
Competitive Analysis
Research competitors, compare features, identify gaps
Example
Analyze 5 competitor products, create feature comparison matrix, suggest differentiation opportunities
Complete competitive research in 2 hours instead of 2 days
Roadmap Prioritization
Evaluate features using frameworks (RICE, ICE, Kano) and create prioritized backlogs
Example
Score 20 feature ideas using RICE framework, generate prioritized roadmap with rationale
Make data-driven prioritization decisions faster
Stakeholder Communication
Draft PRDs, status updates, and stakeholder presentations
Example
Create executive summary of Q3 roadmap, monthly progress report, feature launch announcement
Save 3-5 hours/week on communication overhead
Implementation Guide▌
Prerequisites
- ›Claude Desktop or compatible AI client
- ›Access to product documentation and roadmap tools (Jira, Notion, etc.)
- ›Understanding of product management frameworks (RICE, Jobs-to-be-Done, etc.)
- ›Stakeholder contact information and communication channels
Time Estimate
30-60 minutes to see productivity improvements
Installation Steps
- 1.Install product management skill
- 2.Start with user story generation for known feature
- 3.Progress to competitive analysis: research 2-3 competitors
- 4.Use for roadmap prioritization: apply RICE/ICE scoring
- 5.Draft stakeholder communications and refine based on feedback
- 6.Build template library for recurring PM tasks
- 7.Share effective prompts with product team
Common Pitfalls
- ⚠Not validating competitive research—verify facts before sharing
- ⚠Accepting user stories without involving engineering team
- ⚠Over-relying on frameworks without qualitative judgment
- ⚠Not customizing outputs to company culture and communication style
- ⚠Skipping stakeholder validation of generated requirements
Best Practices▌
✓ Do
- +Validate research and competitive analysis with real data
- +Collaborate with engineering when generating technical requirements
- +Customize frameworks and templates to your company context
- +Use skill for first drafts, refine with stakeholder input
- +Document successful prompt patterns for PM tasks
- +Combine AI efficiency with human judgment and intuition
✗ Don't
- −Don't publish competitive analysis without fact-checking
- −Don't finalize user stories without engineering review
- −Don't make prioritization decisions solely on AI scoring
- −Don't skip customer validation of generated requirements
- −Don't ignore company-specific context and culture
💡 Pro Tips
- ★Provide context: company goals, constraints, customer feedback
- ★Ask for alternatives: 'Show 3 ways to prioritize this roadmap'
- ★Request stakeholder-specific formatting: 'Executive summary vs. engineering spec'
- ★Use skill for 70% generation + 30% customization to company needs
When to Use This▌
✓ Use When
Use for user story writing, competitive research, roadmap prioritization, stakeholder communication, and PRD drafting. Best for reducing repetitive documentation and research work.
✗ Avoid When
Avoid for strategic product vision (requires deep customer empathy), pricing decisions (needs market and financial expertise), or when face-to-face customer discovery is more valuable than speed.
Learning Path▌
- 1Basic: user stories, feature specs, status updates
- 2Intermediate: competitive analysis, prioritization frameworks, PRDs
- 3Advanced: product strategy, go-to-market planning, OKR setting
- 4Expert: product vision, market positioning, business model innovation
Discussion
Product Hunt–style comments (not star reviews)- No comments yet — start the thread.
Ratings
4.8★★★★★48 reviews- ★★★★★Soo Lopez· Dec 12, 2024
search-specialist reduced setup friction for our internal harness; good balance of opinion and flexibility.
- ★★★★★Mia White· Dec 12, 2024
search-specialist has been reliable in day-to-day use. Documentation quality is above average for community skills.
- ★★★★★Benjamin Ramirez· Dec 8, 2024
Registry listing for search-specialist matched our evaluation — installs cleanly and behaves as described in the markdown.
- ★★★★★Sophia Harris· Dec 4, 2024
We added search-specialist from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
- ★★★★★Sakshi Patil· Nov 23, 2024
Useful defaults in search-specialist — fewer surprises than typical one-off scripts, and it plays nicely with `npx skills` flows.
- ★★★★★Sophia Khan· Nov 23, 2024
search-specialist reduced setup friction for our internal harness; good balance of opinion and flexibility.
- ★★★★★Sofia Gill· Nov 3, 2024
We added search-specialist from the explainx registry; install was straightforward and the SKILL.md answered most questions upfront.
- ★★★★★Mia Srinivasan· Nov 3, 2024
Solid pick for teams standardizing on skills: search-specialist is focused, and the summary matches what you get after install.
- ★★★★★Sophia Yang· Oct 22, 2024
Keeps context tight: search-specialist is the kind of skill you can hand to a new teammate without a long onboarding doc.
- ★★★★★Mia Rao· Oct 22, 2024
I recommend search-specialist for anyone iterating fast on agent tooling; clear intent and a small, reviewable surface area.
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