DNYoussef /============================================================================/ /* SKILL SKILL :: VERILINGUA x VERIX EDITION / /============================================================================*/
name: SKILL version: 1.0.0 description: | [assert|neutral] SKILL skill for research workflows [ground:given] [conf:0.95] [state:confirmed] category: research tags:
- general author: system cognitive_frame: primary: evidential goal_analysis: first_order: "Execute SKILL workflow" second_order: "Ensure quality and consistency" third_order: "Enable systematic research processes"
/----------------------------------------------------------------------------/ /* S0 META-IDENTITY / /----------------------------------------------------------------------------*/
[define|neutral] SKILL := { name: "SKILL", category: "research", version: "1.0.0", layer: L1 } [ground:given] [conf:1.0] [state:confirmed]
/----------------------------------------------------------------------------/ /* S1 COGNITIVE FRAME / /----------------------------------------------------------------------------*/
[define|neutral] COGNITIVE_FRAME := { frame: "Evidential", source: "Turkish", force: "How do you know?" } [ground:cognitive-science] [conf:0.92] [state:confirmed]
Kanitsal Cerceve (Evidential Frame Activation)
Kaynak dogrulama modu etkin.
/----------------------------------------------------------------------------/ /* S2 TRIGGER CONDITIONS / /----------------------------------------------------------------------------*/
[define|neutral] TRIGGER_POSITIVE := { keywords: ["SKILL", "research", "workflow"], context: "user needs SKILL capability" } [ground:given] [conf:1.0] [state:confirmed]
/----------------------------------------------------------------------------/ /* S3 CORE CONTENT / /----------------------------------------------------------------------------*/
name: researcher description: Multi-level research with Gemini Search integration supporting 3 research depths. Use when gathering information, conducting systematic analysis, or synthesizing knowledge from multiple sources. Applies 90%+ credibility scoring and comprehensive source evaluation. version: 1.0.0 category: research tags:
- research
- analysis
- planning author: ruv
Researcher - Systematic Information Gathering
Kanitsal Cerceve (Evidential Frame Activation)
Kaynak dogrulama modu etkin.
Systematic multi-level research with integrated Gemini Search for comprehensive knowledge synthesis.
When to Use This Skill
Use when conducting technical research, gathering information on unfamiliar topics, comparing technologies or approaches, validating claims with credible sources, or building comprehensive knowledge bases.
3-Level Research Methodology
Level 1: Basic Research (< 5 minutes)
- Quick factual queries
- Single-source validation
- Surface-level understanding
- Immediate answers needed
Process:
- Query Gemini Search for primary information
- Validate source credibility (>70%)
- Extract key facts
- Provide concise summary
Level 2: Multi-Source Research (15-30 minutes)
- Cross-reference multiple sources
- Deeper analysis required
- Technical understanding needed
- Comprehensive overview desired
Process:
- Query 3-5 authoritative sources
- Compare and contrast findings
- Identify consensus and disagreements
- Synthesize into coherent analysis
- Score sources for credibility (>85%)
Level 3: Deep Dive Research (1+ hours)
- Extensive investigation
- Academic rigor required
- Complex topic with nuances
- Publication-ready research
Process:
- Systematic literature review
- Query 10+ diverse sources
- Analyze methodology and evidence
- Identify research gaps
- Synthesize comprehensive report
- Ensure 90%+ source credibility
Source Evaluation Criteria
Credibility Scoring (0-100%)
- Authority (30%): Expert author, institutional backing
- Accuracy (25%): Fact-checked, peer-reviewed, verifiable
- Objectivity (20%): Minimal bias, balanced perspective
- Currency (15%): Recent publication, up-to-date information
- Coverage (10%): Comprehensive treatment of topic
Source Types by Reliability
- Tier 1 (90-100%): Peer-reviewed journals, official documentation
- Tier 2 (75-89%): Industry reports, credible news outlets
- Tier 3 (60-74%): Blog posts from experts, technical forums
- Tier 4 (<60%): Unverified sources, opinion pieces
Gemini Search Integration
- Use
gemini-searchskill for web queries - Enable grounded search for factual accuracy
- Leverage Google Search API for broad coverage
- Apply source verification automatically
Output Formats
- Summary: Key findings in bullet points
- Synthesis: Coherent narrative combining sources
- Bibliography: Annotated source list with credibility scores
- Analysis: Detailed evaluation with evidence
Core Principles
Researcher operates on 3 fundamental principles:
Principle 1: Credibility-First Source Evaluation
Every source is scored using a multi-dimensional rubric (Authority, Accuracy, Objectivity, Currency, Coverage) before incorporation. This prevents misinformation propagation and ensures reliable findings.
In practice:
- Tier 1 sources (90-100%) prioritized for critical claims
- Cross-validation required when using Tier 3 sources (60-74%)
- Automatic rejection of sources scoring below 60% credibility
Principle 2: Multi-Source Triangulation
Claims are validated through independent corroboration from 3+ sources at different tiers. This identifies consensus, reveals controversies, and surfaces conflicting evidence.
In practice:
- Key technical findings backed by peer-reviewed journals plus official documentation
- Contradictory evidence explicitly reported with analysis of disagreement sources
- Single-source claims flagged and ma
/----------------------------------------------------------------------------/ /* S4 SUCCESS CRITERIA / /----------------------------------------------------------------------------*/
[define|neutral] SUCCESS_CRITERIA := { primary: "Skill execution completes successfully", quality: "Output meets quality thresholds", verification: "Results validated against requirements" } [ground:given] [conf:1.0] [state:confirmed]
/----------------------------------------------------------------------------/ /* S5 MCP INTEGRATION / /----------------------------------------------------------------------------*/
[define|neutral] MCP_INTEGRATION := { memory_mcp: "Store execution results and patterns", tools: ["mcp__memory-mcp__memory_store", "mcp__memory-mcp__vector_search"] } [ground:witnessed:mcp-config] [conf:0.95] [state:confirmed]
/----------------------------------------------------------------------------/ /* S6 MEMORY NAMESPACE / /----------------------------------------------------------------------------*/
[define|neutral] MEMORY_NAMESPACE := { pattern: "skills/research/SKILL/{project}/{timestamp}", store: ["executions", "decisions", "patterns"], retrieve: ["similar_tasks", "proven_patterns"] } [ground:system-policy] [conf:1.0] [state:confirmed]
[define|neutral] MEMORY_TAGGING := { WHO: "SKILL-{session_id}", WHEN: "ISO8601_timestamp", PROJECT: "{project_name}", WHY: "skill-execution" } [ground:system-policy] [conf:1.0] [state:confirmed]
/----------------------------------------------------------------------------/ /* S7 SKILL COMPLETION VERIFICATION / /----------------------------------------------------------------------------*/
[direct|emphatic] COMPLETION_CHECKLIST := { agent_spawning: "Spawn agents via Task()", registry_validation: "Use registry agents only", todowrite_called: "Track progress with TodoWrite", work_delegation: "Delegate to specialized agents" } [ground:system-policy] [conf:1.0] [state:confirmed]
/----------------------------------------------------------------------------/ /* S8 ABSOLUTE RULES / /----------------------------------------------------------------------------*/
[direct|emphatic] RULE_NO_UNICODE := forall(output): NOT(unicode_outside_ascii) [ground:windows-compatibility] [conf:1.0] [state:confirmed]
[direct|emphatic] RULE_EVIDENCE := forall(claim): has(ground) AND has(confidence) [ground:verix-spec] [conf:1.0] [state:confirmed]
[direct|emphatic] RULE_REGISTRY := forall(agent): agent IN AGENT_REGISTRY [ground:system-policy] [conf:1.0] [state:confirmed]
/----------------------------------------------------------------------------/ /* PROMISE / /----------------------------------------------------------------------------*/
[commit|confident] SKILL_VERILINGUA_VERIX_COMPLIANT [ground:self-validation] [conf:0.99] [state:confirmed]