Deployment Readiness

/============================================================================/ / 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 cognitiveframe: primary: aspectual goalanalysis: firstorder: "Execute SKILL workflow" secondorder: "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

1. Sequential Progression: [NSV] → [SV] → Next Stage [NSV]
2. Rollback Path: [AVARIYA] → [OTKAT] → Previous [SV]
3. Blocking Cascade: Parent [ZABLOKIROVANO] → Children [OZHIDAET]
4. 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] MCPINTEGRATION := { memorymcp: "Store execution results and patterns", tools: ["mcp__memory-mcp__memorystore", "mcp_memory-mcp__vector_search"] } [ground:witnessed:mcp-config] [conf:0.95] [state:confirmed]

/----------------------------------------------------------------------------/ / S6 MEMORY NAMESPACE / /----------------------------------------------------------------------------/

[define|neutral] MEMORYNAMESPACE := { pattern: "skills/operations/SKILL/{project}/{timestamp}", store: ["executions", "decisions", "patterns"], retrieve: ["similartasks", "proven_patterns"] } [ground:system-policy] [conf:1.0] [state:confirmed]

[define|neutral] MEMORYTAGGING := { WHO: "SKILL-{sessionid}", WHEN: "ISO8601timestamp", PROJECT: "{projectname}", WHY: "skill-execution" } [ground:system-policy] [conf:1.0] [state:confirmed]

/----------------------------------------------------------------------------/ / S7 SKILL COMPLETION VERIFICATION / /----------------------------------------------------------------------------/

[direct|emphatic] COMPLETIONCHECKLIST := { agentspawning: "Spawn agents via Task()", registryvalidation: "Use registry agents only", todowritecalled: "Track progress with TodoWrite", work_delegation: "Delegate to specialized agents" } [ground:system-policy] [conf:1.0] [state:confirmed]

/----------------------------------------------------------------------------/ / S8 ABSOLUTE RULES / /----------------------------------------------------------------------------/

[direct|emphatic] RULENOUNICODE := forall(output): NOT(unicodeoutsideascii) [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] RULEREGISTRY := forall(agent): agent IN AGENTREGISTRY [ground:system-policy] [conf:1.0] [state:confirmed]

/----------------------------------------------------------------------------/ / PROMISE / /----------------------------------------------------------------------------/

[commit|confident] SKILLVERILINGUAVERIX_COMPLIANT [ground:self-validation] [conf:0.99] [state:confirmed]

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: DNYoussef
• Source: DNYoussef/context-cascade
• License: MIT

Install and usage instructions live in the source repository linked above.