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: research-driven-planning description: Loop 1 of the Three-Loop Integrated Development System. Research-driven requirements analysis with iterative risk mitigation through 5x pre-mortem cycles using multi-agent consensus. Feeds validated, risk-mitigated plans to parallel-swarm-implementation. Use when starting new features or projects requiring comprehensive planning with <3% failure confidence and evidence-based technology selection. version: 1.0.0 category: research tags:
- research
- analysis
- planning author: ruv
Research-Driven Planning (Loop 1)
Kanitsal Cerceve (Evidential Frame Activation)
Kaynak dogrulama modu etkin.
Purpose
Comprehensive planning with research-backed solutions and iterative risk mitigation that prevents 85-95% of problems before coding begins.
Specialist Agent Coordination
I coordinate multi-agent research and planning swarms using explicit agent SOPs from Claude-Flow's 86-agent ecosystem.
Methodology (SOP: Specification → Research → Planning → Execution → Knowledge):
- Specification Phase: Requirements capture with structured SPEC.md
- Research Phase: 6-agent parallel research with self-consistency validation
- Planning Phase: MECE task decomposition with research integration
- Execution Phase: 8-agent Byzantine consensus pre-mortem (5 iterations)
- Knowledge Phase: Planning package generation for Loop 2 integration
Integration: Loop 1 of 3. Feeds → parallel-swarm-implementation (Loop 2), Receives ← cicd-intelligent-recovery (Loop 3) failure patterns.
When to Use This Skill
Activate this skill when:
- Starting a new feature or project requiring comprehensive planning
- Need to prevent problems before coding begins (85-95% failure prevention)
- Want research-backed solutions instead of assumptions (30-60% time savings)
- Require risk analysis with <3% failure confidence
- Building something complex with multiple failure modes
- Need evidence-based planning that feeds into implementation
DO NOT use this skill for:
- Quick fixes or trivial changes (use direct implementation)
- Well-understood repetitive tasks (use existing patterns)
- Emergency hotfixes (skip to Loop 2)
Input Contract
input:
project_description: string (required)
# High-level description of what needs to be built
requirements:
functional: array[string] (required)
# Core features and capabilities
non_functional: object (optional)
performance: string
security: string
scalability: string
constraints:
technical: array[string] (stack, framework, dependencies)
timeline: string (deadlines, milestones)
resources: object (team, budget, infrastructure)
options:
research_depth: enum[quick, standard, comprehensive] (default: standard)
premortem_iterations: number (default: 5, range: 3-10)
failure_threshold: number (default: 3, target: <3%)
Output Contract
output:
specification:
spec_file: path # SPEC.md location
requirements_complete: boolean
success_criteria: array[string]
research:
evidence_sources: number # Total research sources
recommendations: array[object]
solution: string
confidence: number (0-100)
evidence: array[url]
risk_landscape: array[object]
risk: string
severity: enum[low, medium, high, critical]
mitigation: string
planning:
enhanced_plan: path # plan-enhanced.json location
total_tasks: number
task_dependencies: object
estimated_complexity: string
risk_analysis:
premortem_iterations: number
final_failure_confidence: number # Target: <3%
critical_risks_mitigated: number
defense_strategies: array[string]
integration:
planning_package: path # loop1-planning-package.json
memory_namespace: string # integration/loop1-to-loop2
ready_for_loop2: boolean
SOP Phase 1: Specification
Objective: Define initial
/----------------------------------------------------------------------------/ /* 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]