Agent skill

Consultancy Practices

by proffesor-for-testing in proffesor-for-testing/agentic-qe

Apply effective software quality consultancy practices. An agent skill from proffesor-for-testing/agentic-qe.

MITAuto-check passedTesting & QA

Install Consultancy Practices

skills CLI
$ npx skills add proffesor-for-testing/agentic-qe --skill consultancy-practices -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install proffesor-for-testing/agentic-qe consultancy-practices --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/proffesor-for-testing/agentic-qe.git skills-src && mkdir -p .claude/skills && cp -r skills-src/assets/skills/consultancy-practices .claude/skills/consultancy-practices && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
consultancy-practices
GitHub stars
494
Used in
1 other repo
Token cost
~1.3k tokens
SKILL.md length
448 words
Files
2
Skills in repo
95
Repo updated
First seen
Licence
MIT

At a glance

Apply effective software quality consultancy practices. An agent skill from proffesor-for-testing/agentic-qe.

  • Works in 5 steps: LISTEN FIRST: Understand their context… → DISCOVER: What's the pain? What have… → PRIORITIZE: Impact/effort matrix - high… → …
  • Advising clients
  • SKILL.md covers Quick Reference Card, Common Patterns (What Clients…, Difficult Situations and Agent Integration, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Consultancy Practices is an agent skill from proffesor-for-testing/agentic-qe. Apply effective software quality consultancy practices. Use when consulting, advising clients, or establishing consultancy workflows.

Its SKILL.md is about 1.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files (for example `schemas/output.json`).

It sits in Testing & QA. The repository describes itself as: Agentic QE Fleet is an open-source AI-powered QA/QE platform designed for use with Coding Agents (works best with Claude Code) featuring specialized agents and skills to support… The licence is MIT.

When your agent uses it

  • Advising clients
  • Establishing consultancy workflows

Example prompts

  • “/consultancy-practices”

Workflow steps

5 steps, taken from the first numbered list in SKILL.md.

  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

What it can do on your machine

Read from SKILL.md and the folder at commit 829d030. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are typescript).

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Consultancy Practices loads about 1.3k tokens when it runs. Until then it costs about 39 tokens; SKILL.md has 448 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~39
When it runs · the whole SKILL.md, loaded when a task matches
~1.3k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from proffesor-for-testing/agentic-qe at commit 829d030, republished under its MIT licence (© proffesor-for-testing). 448 words, ~1,308 tokens.

Download SKILL.mdSave it as .claude/skills/consultancy-practices/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
consultancy-practices
description
Apply effective software quality consultancy practices. Use when consulting, advising clients, or establishing consultancy workflows.
category
professional-practice
priority
medium
tokenEstimate
950
agents
qe-quality-analyzer, qe-regression-risk-analyzer, qe-quality-gate
implementation_status
optimized
optimization_version
1
last_optimized
2025-12-03
quick_reference_card
true
tags
consulting, advisory, client-engagement, quality-assessment, transformation
trust_tier
1

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
Show full SKILL.md (206 more words)Show less
"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

typescript
// 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
typescript
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'
});


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.

© proffesor-for-testing, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file in assets/skills/consultancy-practices of proffesor-for-testing/agentic-qe.

  • SKILL.md
  • schemas/output.json

Open the folder on GitHubat commit 829d030

Used in 1 other repository

We found 5 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in proffesor-for-testing/agentic-qe, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Consultancy Practices next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Consultancy Practices compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Consultancy Practices this skillproffesor-for-testing/agentic-qe4941 repos~1.3kAutomated safety check: PassMIT
Web Application Testinganthropics/skills180k51 repos~966Automated safety check: PassApache-2.0
Diagnosing Bugsfossasia/eventyay-interpretation1.6k32 repos~2.1kAutomated safety check: PassApache-2.0
TDDpietheinstrengholt/rssmonster56430 repos~906Automated safety check: PassMIT
TDD WorkflowhellangleZ/burn-in-cceverywhere-ralph11211 repos~2.4kAutomated safety check: PassNone
TDDsanity-io/sanity6.4k20 repos~1kAutomated safety check: PassMIT

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Categories

Questions about Consultancy Practices

What does Consultancy Practices do?

Apply effective software quality consultancy practices. An agent skill from proffesor-for-testing/agentic-qe. Consultancy Practices is an agent skill from proffesor-for-testing/agentic-qe. Apply effective software quality consultancy practices.

When should I use Consultancy Practices?

Consultancy Practices fits situations like: advising clients; establishing consultancy workflows.

How do I install Consultancy Practices in Claude Code?

Run `npx skills add proffesor-for-testing/agentic-qe --skill consultancy-practices -a claude-code`. Or copy the skill folder (assets/skills/consultancy-practices in proffesor-for-testing/agentic-qe) into .claude/skills/consultancy-practices in your project. Claude Code loads it when a task matches its description.

How do I install Consultancy Practices in Codex?

Run `npx skills add proffesor-for-testing/agentic-qe --skill consultancy-practices -a codex`. Or copy the skill folder (assets/skills/consultancy-practices in proffesor-for-testing/agentic-qe) into .agents/skills/consultancy-practices in your project. Codex loads it when a task matches its description.

Can I use Consultancy Practices in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add proffesor-for-testing/agentic-qe --skill consultancy-practices -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/consultancy-practices, .gemini/skills/consultancy-practices, .github/skills/consultancy-practices and .opencode/skills/consultancy-practices in your project.

What does Consultancy Practices need to run?

SKILL.md names no scripts, command-line tools or credentials: Consultancy Practices is instructions for the agent only.

Does Consultancy Practices access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Consultancy Practices safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Consultancy Practices use?

Consultancy Practices is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Consultancy Practices use?

About 1.3k tokens (SKILL.md is roughly 5.2k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Consultancy Practices?

Skills that share tags, products or a category with Consultancy Practices: Web Application Testing (anthropics/skills, 180k stars), Diagnosing Bugs (fossasia/eventyay-interpretation, 1.6k stars), TDD (pietheinstrengholt/rssmonster, 564 stars) and TDD Workflow (hellangleZ/burn-in-cceverywhere-ralph, 112 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Consultancy Practices?

proffesor-for-testing (a GitHub user) maintains it in proffesor-for-testing/agentic-qe, which has 494 GitHub stars. The repository holds 95 skills in this directory. The repository was last updated on October 4, 2026.

Source: proffesor-for-testing/agentic-qe on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.