# Deployment Readiness > Deployment Readiness - Skill: `dnyoussef/deployment-readiness` (Agent Skill, multi-file: 3 files) - Install (CLI): `npx skillmds@latest add dnyoussef/deployment-readiness` - Raw SKILL.md: https://api.skillmd.com/api/skills/dnyoussef/deployment-readiness/raw - Safety review: pending - Works with: Claude Code, Claude.ai, OpenAI Codex - Category: Coding & Dev Tools - Author: DNYoussef (https://skillmd.com/u/dnyoussef) - Updated: 2026-09-17 - Page: https://skillmd.com/skills/dnyoussef/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 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 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 ```markdown ## 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]