DNYoussef /============================================================================/ /* SKILL SKILL :: VERILINGUA x VERIX EDITION / /============================================================================*/
name: SKILL version: 1.0.0 description: | [assert|neutral] SKILL skill for operations workflows [ground:given] [conf:0.95] [state:confirmed] category: operations tags:
- general author: system cognitive_frame: primary: aspectual goal_analysis: first_order: "Execute SKILL workflow" second_order: "Ensure quality and consistency" third_order: "Enable systematic operations processes"
/----------------------------------------------------------------------------/ /* S0 META-IDENTITY / /----------------------------------------------------------------------------*/
[define|neutral] SKILL := { name: "SKILL", category: "operations", version: "1.0.0", layer: L1 } [ground:given] [conf:1.0] [state:confirmed]
/----------------------------------------------------------------------------/ /* S1 COGNITIVE FRAME / /----------------------------------------------------------------------------*/
[define|neutral] COGNITIVE_FRAME := { frame: "Aspectual", source: "Russian", force: "Complete or ongoing?" } [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", "operations", "workflow"], context: "user needs SKILL capability" } [ground:given] [conf:1.0] [state:confirmed]
/----------------------------------------------------------------------------/ /* S3 CORE CONTENT / /----------------------------------------------------------------------------*/
Deployment Readiness
Kanitsal Cerceve (Evidential Frame Activation)
Kaynak dogrulama modu etkin.
Validate ML models and systems for production deployment, ensuring operational readiness across performance, monitoring, security, and incident management dimensions.
Aspektual'naya Ramka (Deployment State Tracking)
Tipy Sostoyaniya (State Types)
Perfective [SV] - Completed Actions:
[SV:ZAVERSHENO]- Stage fully completed[SV:PROVERENO]- Validated and verified[SV:ODOBRENO]- Approved for next stage[SV:RAZVERNUTO]- Deployed successfully
Imperfective [NSV] - Ongoing/Incomplete Actions:
[NSV:V_PROTSESSE]- Stage actively in progress[NSV:VYPOLNYAETSYA]- Currently executing[NSV:TESTIRUYETSYA]- Testing in progress[NSV:MONITORITSYA]- Under monitoring
Blocked/Special States:
[ZABLOKIROVANO]- Blocked by dependency[OZHIDAET]- Waiting for prerequisite[OTKAT]- Rollback initiated[AVARIYA]- Emergency state
Deployment Pipeline States
Infrastructure Setup:
Capacity Planning [SV|NSV|ZABLOKIROVANO]
Environment Setup [SV|NSV|ZABLOKIROVANO]
Network Configuration [SV|NSV|ZABLOKIROVANO]
→ Output: [SV:ZAVERSHENO] or [NSV:V_PROTSESSE]
Performance Benchmarking:
Latency Testing [SV|NSV|ZABLOKIROVANO]
Throughput Testing [SV|NSV|ZABLOKIROVANO]
Resource Utilization [SV|NSV|ZABLOKIROVANO]
→ Output: [SV:PROVERENO] or [NSV:TESTIRUYETSYA]
Monitoring Setup:
Metrics Collection [SV|NSV|ZABLOKIROVANO]
Alerting Configuration [SV|NSV|ZABLOKIROVANO]
Dashboard Creation [SV|NSV|ZABLOKIROVANO]
→ Output: [SV:ODOBRENO] or [NSV:V_PROTSESSE]
Deployment Execution:
Staging Deployment [SV|NSV|ZABLOKIROVANO|OTKAT]
Production Deployment [SV|NSV|ZABLOKIROVANO|OTKAT|AVARIYA]
Post-Deploy Validation [SV|NSV|ZABLOKIROVANO]
→ Output: [SV:RAZVERNUTO] or [OTKAT] or [AVARIYA]
State Transition Rules
- Sequential Progression:
[NSV] → [SV] → Next Stage [NSV] - Rollback Path:
[AVARIYA] → [OTKAT] → Previous [SV] - Blocking Cascade: Parent
[ZABLOKIROVANO]→ Children[OZHIDAET] - Monitoring Loop:
[SV:RAZVERNUTO] → [NSV:MONITORITSYA](continuous)
Example State Tracking Output
## Deployment Status Report - 2025-12-19 14:32:00
### Infrastructure Validation [SV:ZAVERSHENO]
- Capacity Planning: [SV:ZAVERSHENO] at 2025-12-19 10:15
- Environment Setup: [SV:ZAVERSHENO] at 2025-12-19 12:45
- Network Configuration: [SV:PROVERENO] at 2025-12-19 13:20
### Performance Benchmarking [NSV:TESTIRUYETSYA]
- Latency Testing: [SV:PROVERENO] at 2025-12-19 14:00
- Throughput Testing: [NSV:VYPOLNYAETSYA] started 2025-12-19 14:15
- Resource Utilization: [OZHIDAET] (blocked by throughput test)
### Monitoring Setup [OZHIDAET]
- Blocked by: Performance Benchmarking [NSV:TESTIRUYETSYA]
### Deployment Execution [OZHIDAET]
- Blocked by: All prerequisites must be [SV:ZAVERSHENO]
Liangci Kuangjia (Deployment Classification Framework)
Deployment Type Classifiers
FEATURE (xin gong-neng) - New Functionality
- Risk: MEDIUM-HIGH
- Testing: Comprehensive E2E required
- Rollback: Feature flag toggle
- Monitoring: New metrics for feature usage
- Example: "New payment gateway integration"
HOTFIX (jin-ji xiu-fu) - Critical Bug Fix
- Risk: HIGH (expedited process)
- Testing: Focused regression on affected area
- Rollback: Immediate revert capability required
- Monitoring: Error rate alerts with 1-min interval
- Example: "Fix authentication bypass vulnerability"
ROLLBACK (hui-gun) - Revert to Previous Version
- Risk: LOW-MEDIUM (known good state)
- Testing: Smoke tests only
- Rollback: N/A (is rollback)
- Monitoring: Verify previous metrics restored
- Example: "Revert failed v2.3.0 deployment"
CONFIG (pei-zhi) - Configuration-Only Change
- Risk: LOW
- Testing: Config validation, no code changes
- Rollback: Config file revert
- Monitoring: Service health checks
/----------------------------------------------------------------------------/ /* 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/operations/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]