Consultancy Practices

Name: Consultancy Practices
Author: proffesor-for-testing

proffesor-for-testing/agentic-qe

100 installs
433 repo stars
Updated August 4, 2026
proffesor-for-testing/agentic-qe

consultancy-practices is a Claude Code skill for ai & agent building.

About

consultancy-practices is a Claude Code skill for ai & agent building. It helps solo builders move faster with AI-assisted development.

consultancy-practices
AI & Agent Building
AI-coding skill

Consultancy Practices by the numbers

100 all-time installs (skills.sh)
+3 installs in the week ending Aug 4, 2026 (Skillselion tracking)
Ranked #4,357 of 16,546 AI & Agent Building skills by installs in the Skillselion catalog
Data as of Aug 5, 2026 (Skillselion catalog sync)

npx skills add https://github.com/proffesor-for-testing/agentic-qe --skill consultancy-practices

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Installs	100
repo stars	★ 433
Last updated	August 4, 2026
Repository	proffesor-for-testing/agentic-qe ↗

How do I helps with ai & agent building tasks.?

Helps with ai & agent building tasks.

Who is it for?

Best when you're working on ai & agent building and need structured help with consultancy practices.

Skip if: Teams with no ai & agent building needs, or anyone wanting a generic chat assistant without this specific workflow.

When should I use this skill?

When you need to helps with ai & agent building tasks., or when consultancy-practices is a claude code skill for ai & agent building.

What you get

Structured output aligned to consultancy-practices: consultancy-practices, AI & Agent Building.

Files

SKILL.mdMarkdownGitHub ↗

Consultancy Practices

<default_to_action> When consulting on quality: 1. LISTEN FIRST: Understand their context before prescribing solutions 2. DISCOVER: What's the pain? What have they tried? What are constraints? 3. PRIORITIZE: Impact/effort matrix - high impact, low effort first 4. TRANSFER KNOWLEDGE: Leave them better, not dependent on you 5. MEASURE: Define success metrics upfront, track weekly

Engagement Types:

Assessment (1-4 weeks): Discover, analyze, recommend
Transformation (3-12 months): Implement new practices
Advisory (ongoing): Strategic guidance, course-correct
Crisis (1-4 weeks): Fix critical issues blocking production

Key Questions:

"Walk me through your last deployment"
"Tell me about a recent bug that escaped to production"
"If you could fix one thing, what would it be?"

</default_to_action>

Quick Reference Card

---

Common Patterns (What Clients Say vs. What They Mean)

"We Need Test Automation"

What they say: "We need test automation" What they mean: "Manual testing is too slow/expensive"

Discovery: How long is regression? What's deployment frequency?

Typical Finding: They need faster feedback, not "automation"

Recommendation: 1. Unit tests for new code (TDD) 2. Smoke tests for critical paths 3. Keep exploratory for discovery 4. Build automation incrementally

"Fix Our Quality Problem"

What they say: "We have too many bugs" What they mean: "Something is broken but we don't know what"

Discovery: Where found? What types? When introduced?

Typical Finding: No test strategy, testing too late, poor feedback loops

Recommendation: 1. Shift testing left 2. Improve coverage on critical paths 3. Speed up CI/CD feedback 4. Better requirements/acceptance criteria

"We Want to Scale Quality"

What they say: "Growing fast, quality can't keep up" What they mean: "Can't hire enough QA fast enough"

Discovery: Current QA:Dev ratio? Where's QA spending time?

Typical Finding: QA is bottleneck - manual regression, gatekeeping

Recommendation: 1. Make QA strategic, not tactical 2. Developers own test automation 3. QA focuses on exploratory, risk analysis 4. Use agentic approaches for scale

---

Difficult Situations

"We already tried that" → "Tell me what you tried and what didn't work" (learn from their experience)

"Our context is special" → "Help me understand what makes yours special" (they might be right, or making excuses)

"We don't have budget/time" → "What's the cost of not fixing this? Let's start small" (show ROI)

"That won't work here" → "What specific constraints? Let's adapt" (find what WILL work)

---

Agent Integration

// Automated codebase assessment
const assessment = await Task("Assess Codebase", {
  scope: 'client-project/',
  depth: 'comprehensive',
  reportFormat: 'executive-summary'
}, "qe-quality-analyzer");

// Returns: { qualityScore, testCoverage, technicalDebt, recommendations }

// ROI analysis for quality initiatives
const roi = await Task("Calculate ROI", {
  currentState: { defectEscapeRate: 0.15, mttr: 48 },
  proposedImprovements: ['test-automation', 'ci-cd-pipeline'],
  timeframe: '6-months'
}, "qe-quality-analyzer");

// Returns: { estimatedCost, estimatedSavings, paybackPeriod }

---

Agent Coordination Hints

Memory Namespace

aqe/consultancy/
├── assessments/*      - Client assessments
├── recommendations/*  - Prioritized recommendations
├── roi-analysis/*     - ROI calculations
└── progress/*         - Implementation tracking

Fleet Coordination

const consultingFleet = await FleetManager.coordinate({
  strategy: 'client-engagement',
  agents: [
    'qe-quality-analyzer',          // Assess current state
    'qe-regression-risk-analyzer',  // Risk assessment
    'qe-quality-gate',              // Define quality gates
    'qe-deployment-readiness'       // Deployment maturity
  ],
  topology: 'hierarchical'
});

---

Related Skills

quality-metrics - Metrics for client reporting
risk-based-testing - Client risk assessment
holistic-testing-pact - Comprehensive strategy

---

Remember

Good consulting is about empowering teams, not creating dependency. Your success is measured by them not needing you anymore - while still wanting to work with you again.

Best compliment: "We've got this now, but when we tackle X next year, we're calling you."

Be honest. Be helpful. Be context-driven. Leave them better.

{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "$id": "https://agentic-qe.dev/schemas/skills/consultancy-practices/output.json",
  "title": "Consultancy Practices Skill Output Schema",
  "description": "Schema for consultancy-practices skill output. Professional consulting deliverables with stakeholder communication.",
  "type": "object",
  "required": ["skillName", "version", "timestamp", "status", "trustTier", "output"],
  "properties": {
    "skillName": {
      "type": "string",
      "const": "consultancy-practices"
    },
    "version": {
      "type": "string",
      "pattern": "^\\d+\\.\\d+\\.\\d+(-[a-zA-Z0-9]+)?$"
    },
    "timestamp": {
      "type": "string",
      "format": "date-time"
    },
    "status": {
      "type": "string",
      "enum": ["success", "partial", "failed", "skipped"]
    },
    "trustTier": {
      "type": "integer",
      "const": 3
    },
    "output": {
      "type": "object",
      "required": ["summary", "documentStructure", "recommendations", "deliverables"],
      "properties": {
        "summary": {
          "type": "string",
          "minLength": 50,
          "maxLength": 3000,
          "description": "Executive summary for stakeholders"
        },
        "documentStructure": {
          "$ref": "#/$defs/documentStructure"
        },
        "recommendations": {
          "type": "array",
          "items": {
            "$ref": "#/$defs/recommendation"
          },
          "minItems": 1,
          "maxItems": 50
        },
        "deliverables": {
          "type": "array",
          "items": {
            "$ref": "#/$defs/deliverable"
          }
        },
        "stakeholderAnalysis": {
          "$ref": "#/$defs/stakeholderAnalysis"
        },
        "riskAssessment": {
          "$ref": "#/$defs/riskAssessment"
        },
        "roadmap": {
          "$ref": "#/$defs/roadmap"
        },
        "clarity": {
          "$ref": "#/$defs/clarity"
        },
        "completeness": {
          "$ref": "#/$defs/completeness"
        },
        "reports": {
          "type": "array",
          "items": {
            "$ref": "#/$defs/report"
          }
        },
        "qualityScore": {
          "type": "number",
          "minimum": 0,
          "maximum": 100
        },
        "metrics": {
          "$ref": "#/$defs/metrics"
        }
      }
    },
    "metadata": {
      "$ref": "#/$defs/metadata"
    },
    "validation": {
      "$ref": "#/$defs/validationResult"
    },
    "learning": {
      "$ref": "#/$defs/learningData"
    }
  },
  "$defs": {
    "documentStructure": {
      "type": "object",
      "required": ["type"],
      "properties": {
        "type": {
          "type": "string",
          "enum": ["assessment", "proposal", "roadmap", "status-report", "executive-summary", "recommendations", "audit-report"]
        },
        "sections": {
          "type": "array",
          "items": { "type": "string" }
        },
        "hasExecutiveSummary": { "type": "boolean" },
        "hasRecommendations": { "type": "boolean" },
        "hasRoadmap": { "type": "boolean" },
        "hasAppendix": { "type": "boolean" },
        "structureScore": { "type": "number", "minimum": 0, "maximum": 100 }
      }
    },
    "recommendation": {
      "type": "object",
      "required": ["id", "title", "priority", "impact"],
      "properties": {
        "id": { "type": "string", "pattern": "^REC-\\d{3,6}$" },
        "title": { "type": "string", "maxLength": 200 },
        "description": { "type": "string", "maxLength": 2000 },
        "rationale": { "type": "string", "maxLength": 1000 },
        "priority": { "type": "string", "enum": ["critical", "high", "medium", "low"] },
        "impact": { "type": "string", "enum": ["transformative", "significant", "moderate", "minor"] },
        "effort": { "type": "string", "enum": ["trivial", "low", "medium", "high", "major"] },
        "stakeholders": { "type": "array", "items": { "type": "string" } },
        "dependencies": { "type": "array", "items": { "type": "string" } },
        "risks": { "type": "array", "items": { "type": "string" } },
        "successCriteria": { "type": "array", "items": { "type": "string" } },
        "timeline": { "type": "string" }
      }
    },
    "deliverable": {
      "type": "object",
      "required": ["name", "type", "status"],
      "properties": {
        "name": { "type": "string" },
        "type": { "type": "string", "enum": ["document", "presentation", "report", "code", "template", "checklist"] },
        "description": { "type": "string" },
        "status": { "type": "string", "enum": ["draft", "review", "final", "delivered"] },
        "audience": { "type": "array", "items": { "type": "string" } },
        "path": { "type": "string" }
      }
    },
    "stakeholderAnalysis": {
      "type": "object",
      "properties": {
        "stakeholders": {
          "type": "array",
          "items": {
            "type": "object",
            "properties": {
              "name": { "type": "string" },
              "role": { "type": "string" },
              "interest": { "type": "string", "enum": ["high", "medium", "low"] },
              "influence": { "type": "string", "enum": ["high", "medium", "low"] },
              "concerns": { "type": "array", "items": { "type": "string" } },
              "communicationPreference": { "type": "string" }
            }
          }
        },
        "communicationPlan": {
          "type": "array",
          "items": {
            "type": "object",
            "properties": {
              "stakeholder": { "type": "string" },
              "frequency": { "type": "string" },
              "format": { "type": "string" },
              "topics": { "type": "array", "items": { "type": "string" } }
            }
          }
        }
      }
    },
    "riskAssessment": {
      "type": "object",
      "properties": {
        "risks": {
          "type": "array",
          "items": {
            "type": "object",
            "properties": {
              "id": { "type": "string" },
              "description": { "type": "string" },
              "probability": { "type": "string", "enum": ["high", "medium", "low"] },
              "impact": { "type": "string", "enum": ["critical", "high", "medium", "low"] },
              "mitigation": { "type": "string" },
              "owner": { "type": "string" }
            }
          }
        },
        "overallRisk": { "type": "string", "enum": ["critical", "high", "medium", "low"] }
      }
    },
    "roadmap": {
      "type": "object",
      "properties": {
        "phases": {
          "type": "array",
          "items": {
            "type": "object",
            "properties": {
              "name": { "type": "string" },
              "description": { "type": "string" },
              "duration": { "type": "string" },
              "milestones": { "type": "array", "items": { "type": "string" } },
              "deliverables": { "type": "array", "items": { "type": "string" } },
              "dependencies": { "type": "array", "items": { "type": "string" } }
            }
          }
        },
        "totalDuration": { "type": "string" },
        "criticalPath": { "type": "array", "items": { "type": "string" } }
      }
    },
    "clarity": {
      "type": "object",
      "properties": {
        "score": { "type": "number", "minimum": 0, "maximum": 100 },
        "audienceAppropriate": { "type": "boolean" },
        "jargonLevel": { "type": "string", "enum": ["none", "low", "medium", "high"] },
        "actionableItems": { "type": "integer" }
      }
    },
    "completeness": {
      "type": "object",
      "properties": {
        "score": { "type": "number", "minimum": 0, "maximum": 100 },
        "coveredAreas": { "type": "array", "items": { "type": "string" } },
        "gaps": { "type": "array", "items": { "type": "string" } }
      }
    },
    "report": {
      "type": "object",
      "required": ["title", "type"],
      "properties": {
        "title": { "type": "string" },
        "type": { "type": "string", "enum": ["status", "assessment", "audit", "findings", "executive"] },
        "content": { "type": "string" },
        "keyFindings": { "type": "array", "items": { "type": "string" } },
        "recommendations": { "type": "array", "items": { "type": "string" } }
      }
    },
    "metrics": {
      "type": "object",
      "properties": {
        "recommendationCount": { "type": "integer", "minimum": 0 },
        "deliverableCount": { "type": "integer", "minimum": 0 },
        "riskCount": { "type": "integer", "minimum": 0 },
        "stakeholderCount": { "type": "integer", "minimum": 0 }
      }
    },
    "metadata": {
      "type": "object",
      "properties": {
        "executionTimeMs": { "type": "integer", "minimum": 0 },
        "toolsUsed": { "type": "array", "items": { "type": "string" } },
        "agentId": { "type": "string", "pattern": "^qe-[a-z][a-z0-9-]*$" },
        "engagementType": { "type": "string" },
        "client": { "type": "string" }
      }
    },
    "validationResult": {
      "type": "object",
      "properties": {
        "schemaValid": { "type": "boolean" },
        "contentValid": { "type": "boolean" },
        "confidence": { "type": "number", "minimum": 0, "maximum": 1 }
      }
    },
    "learningData": {
      "type": "object",
      "properties": {
        "patternsDetected": { "type": "array", "items": { "type": "string" } },
        "reward": { "type": "number", "minimum": 0, "maximum": 1 }
      }
    }
  }
}