Agent skill

Holistic Testing Pact

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

Apply the Holistic Testing Model evolved with PACTS (Proactive, Autonomous, Collaborative, Targeted, Structured) principles.

MITAuto-check passedTesting & QA

Install Holistic Testing Pact

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

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

GitHub CLI
$ gh skill install proffesor-for-testing/agentic-qe holistic-testing-pact --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/holistic-testing-pact .claude/skills/holistic-testing-pact && 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
holistic-testing-pact
GitHub stars
494
Token cost
~2.1k tokens
SKILL.md length
661 words
Files
1
Skills in repo
95
Repo updated
First seen
Licence
MIT

At a glance

Apply the Holistic Testing Model evolved with PACTS (Proactive, Autonomous, Collaborative, Targeted, Structured) principles.

  • Works in 5 steps: APPLY PACTS principles: Proactive (test… → IDENTIFY quadrant focus:… → SELECT agents based on PACTS dimension… → …
  • Designing comprehensive test strategies for Classical
  • SKILL.md covers Quick Reference Card, PACTS in Practice, From PACT to PACTS and Evolution from Traditional, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Holistic Testing Pact is an agent skill from proffesor-for-testing/agentic-qe. Apply the Holistic Testing Model evolved with PACTS (Proactive, Autonomous, Collaborative, Targeted, Structured) principles. Use when designing comprehensive test strategies for Classical, AI-assisted, Agent based, or Agentic Systems building quality into the team, or implementing whole-team quality practices.

Its SKILL.md is about 2.1k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Testing & QA, covering Test strategy. 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

  • Designing comprehensive test strategies for Classical
  • Agentic Systems building quality into the team
  • Implementing whole-team quality practices

Example prompts

  • “/holistic-testing-pact”

Workflow steps

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

  1. APPLY PACTS principles: Proactive (test before bugs), Autonomous (teams own quality), Collaborative (whole-team responsibility), Targeted…
  2. IDENTIFY quadrant focus: Technology-facing (unit, integration, performance) or Business-facing (acceptance, exploratory, usability)
  3. SELECT agents based on PACTS dimension and testing quadrant
  4. IMPLEMENT feedback loops that catch issues in minutes, not days
  5. MEASURE outcomes (bug escape rate, release confidence, agent confidence) not activities (test count)

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 javascript and 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

Holistic Testing Pact loads about 2.1k tokens when it runs. Until then it costs about 83 tokens; SKILL.md has 661 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~83
When it runs · the whole SKILL.md, loaded when a task matches
~2.1k

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). 661 words, ~2,068 tokens.

Download SKILL.mdSave it as .claude/skills/holistic-testing-pact/SKILL.md (or your agent's skills folder).
name
holistic-testing-pact
description
Apply the Holistic Testing Model evolved with PACTS (Proactive, Autonomous, Collaborative, Targeted, Structured) principles. Use when designing comprehensive test strategies for Classical, AI-assisted, Agent based, or Agentic Systems building quality into the team, or implementing whole-team quality practices.
category
testing-methodologies
priority
critical
tokenEstimate
1100
agents
qe-fleet-commander, qe-test-generator, qe-quality-analyzer, qe-requirements-validator
implementation_status
optimized
optimization_version
1
last_optimized
2025-12-02
quick_reference_card
true
tags
holistic, pacts, quality, whole-team, proactive, autonomous, collaborative, targeted, structured
trust_tier
0

Holistic Testing Model with PACTS Principles

<default_to_action> When designing test strategies or building quality into teams:

  1. APPLY PACTS principles: Proactive (test before bugs), Autonomous (teams own quality), Collaborative (whole-team responsibility), Targeted (risk-focused), Structured (governance, observability, and explainability of agent behavior)
  2. IDENTIFY quadrant focus: Technology-facing (unit, integration, performance) or Business-facing (acceptance, exploratory, usability)
  3. SELECT agents based on PACTS dimension and testing quadrant
  4. IMPLEMENT feedback loops that catch issues in minutes, not days
  5. MEASURE outcomes (bug escape rate, release confidence, agent confidence) not activities (test count)

Quick PACTS Application:

  • Proactive → Design testability into architecture, risk analysis during refinement
  • Autonomous → Devs run tests locally, CI pipeline with no manual gates
  • Collaborative → Three Amigos, QE pairs with dev, shared test ownership
  • Targeted → Risk-based planning, focus on critical flows, kill valueless tests
  • Structured → Governance, observability, and explainability of agent behavior; measure confidence, not trust

Critical Success Factors:

  • Quality is a whole-team responsibility, not a QA phase
  • QA as enablers (build infrastructure, coach), not gatekeepers
  • Fast feedback during development, not after </default_to_action>

Quick Reference Card

When to Use
  • Designing comprehensive test strategies
  • Building quality culture in teams
  • Choosing testing approach for new projects
  • Evolving from sequential QA to concurrent quality
PACTS Principles
PrincipleFocusAnti-Pattern
ProactiveTest before code, design testabilityWaiting for bugs to find you
AutonomousTeams deploy when readyQA as manual gatekeepers
CollaborativeWhole-team quality thinkingQA works in isolation
TargetedRisk-based, high-value testsExhaustive checkbox testing
StructuredGovernance, observability, explainability of agent behaviorBolting agentic AI onto chaos
Holistic Testing Quadrants
QuadrantPurposeExamples
Tech + SupportFast feedbackUnit, component, integration tests
Tech + CritiqueFind limitsPerformance, security, chaos
Business + SupportShared understandingBDD, acceptance tests
Business + CritiqueDiscover unknownsExploratory, usability, A/B
Agent Selection by PACTS + Quadrant
PACTS DimensionAgents
Proactive + Techqe-test-generator, qe-requirements-validator
Autonomous + Techqe-test-executor, qe-coverage-analyzer
Collaborativeqe-fleet-commander (orchestration)
Targetedqe-regression-risk-analyzer, qe-quality-gate
Structuredqe-fleet-commander, qe-quality-gate (governance, observability, explainability)

PACTS in Practice

Proactive: Test Before Bugs
javascript
// During API design, ask: "How will we know if this times out under load?"
// Build observability from start
await Task("Risk Analysis", {
  phase: 'refinement',
  question: 'What could go wrong and how will we know?'
}, "qe-requirements-validator");
Autonomous: Teams Own Quality
  • Developers run full test suite locally
  • CI fails fast with clear diagnostics
  • No manual deployment approvals
  • Self-service test environments
Collaborative: Whole-Team Thinking
  • QE attends planning and refinement
  • Three Amigos for every user story
  • Shared ownership of test code
  • Ensemble testing for complex scenarios
Targeted: Test What Matters
javascript
// E-commerce checkout? Test thoroughly.
// Admin panel used twice a month? Lighter touch.
await Task("Risk-Based Planning", {
  critical: ['checkout', 'payment'],
  light: ['admin-panel', 'settings']
}, "qe-regression-risk-analyzer");
Show full SKILL.md (288 more words)Show less
Structured: Governance, Observability, Explainability

The 5th principle for agentic systems. As agents take on quality work, you need governance (boundaries and guardrails), observability (what agents did and why), and explainability (decisions you can audit). Especially important in regulated industries.

  • We measure CONFIDENCE, not trust — trust is a human feeling; confidence can be mathematically explained.
  • Ships with a playbook + readiness-assessment guide.
  • Anti-pattern: bolting agentic AI onto chaos. Structure first, then automate.
javascript
// Make agent behavior auditable and explainable, not a black box
await Task("Agent Governance Review", {
  guardrails: ['scope-boundaries', 'approval-gates'],
  observability: ['decision-traces', 'confidence-scores'],
  explainability: 'every-decision-auditable'
}, "qe-fleet-commander");

From PACT to PACTS

PACT originated with Reuven Cohen (Agentics Foundation) and was adapted to quality engineering by Dragan Spiridonov. PACTS adds a fifth principle — Structured — inspired by DORA's research on AI-assisted delivery and platform-engineering quality measurement. The addition reflects that autonomous, agentic quality work needs governance, observability, and explainability to be trustworthy at scale.


Evolution from Traditional

Old Way (Sequential)Holistic + PACTS (Concurrent)
Dev writes → QA tests → bugs found → fixesTeam discusses what to build and how to test
Slow feedback, finger-pointingFast feedback, shared ownership
Quality as gatekeepingQuality as enabler
QA on critical pathQA builds infrastructure, coaches

Success Signals

  • Features deploy multiple times per day
  • Bug escape rate trending down
  • Team discusses quality naturally
  • Developers write tests without being told
  • Releases are boring (in a good way)

Agent Coordination Hints

Memory Namespace
aqe/holistic-testing/
├── pacts-assessment/*    - PACTS maturity analysis
├── quadrant-coverage/*   - Coverage per quadrant
├── team-metrics/*        - Quality ownership metrics
└── feedback-loops/*      - Cycle time data
Fleet Coordination
typescript
const holisticFleet = await FleetManager.coordinate({
  strategy: 'holistic-testing',
  pacts: { proactive: true, autonomous: true, collaborative: true, targeted: true, structured: true },
  agents: [
    'qe-fleet-commander',       // Orchestration
    'qe-test-generator',        // Tech quadrant
    'qe-requirements-validator', // Business quadrant
    'qe-quality-analyzer'       // Metrics
  ],
  topology: 'mesh'
});


Remember

PACTS = Proactive + Autonomous + Collaborative + Targeted + Structured

Quality is built in, not tested in. Teams own quality. QA enables, doesn't gate. Test what matters, skip what doesn't. Govern agent behavior with observability and explainability — measure confidence, not trust. Measure outcomes, not activities.

With Agents: Agents analyze PACTS maturity, recommend quadrant coverage, and coordinate whole-team quality. Use agents to scale holistic thinking while maintaining human judgment.

© 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

Just SKILL.md in assets/skills/holistic-testing-pact of proffesor-for-testing/agentic-qe.

Open the folder on GitHubat commit 829d030

Compare with similar skills

Holistic Testing Pact 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.

Holistic Testing Pact compared with similar skills
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Holistic Testing Pact this skillproffesor-for-testing/agentic-qe494—~2.1kAutomated safety check: PassMIT
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Testing Hashqlhashintel/hash1.7k—~1.9kAutomated safety check: PassAGPL-3.0
Dynamo Unit TestingDynamoDS/Dynamo2k—~622Automated safety check: PassApache-2.0
Designing TestsCloudAI-X/opencode-workflow275—~2.9kAutomated safety check: PassMIT
Openprd Test StrategyDavidLam-oss/obsidian-wechat-converter332—~578Automated safety check: PassMIT

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Categories

Questions about Holistic Testing Pact

What does Holistic Testing Pact do?

Apply the Holistic Testing Model evolved with PACTS (Proactive, Autonomous, Collaborative, Targeted, Structured) principles. Holistic Testing Pact is an agent skill from proffesor-for-testing/agentic-qe. Apply the Holistic Testing Model evolved with PACTS (Proactive, Autonomous, Collaborative, Targeted, Structured) principles.

When should I use Holistic Testing Pact?

Holistic Testing Pact fits situations like: designing comprehensive test strategies for Classical; agentic Systems building quality into the team; implementing whole-team quality practices.

How do I install Holistic Testing Pact in Claude Code?

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

How do I install Holistic Testing Pact in Codex?

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

Can I use Holistic Testing Pact 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 holistic-testing-pact -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/holistic-testing-pact, .gemini/skills/holistic-testing-pact, .github/skills/holistic-testing-pact and .opencode/skills/holistic-testing-pact in your project.

What does Holistic Testing Pact need to run?

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

Does Holistic Testing Pact 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 Holistic Testing Pact 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 Holistic Testing Pact use?

Holistic Testing Pact 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 Holistic Testing Pact use?

About 2.1k tokens (SKILL.md is roughly 8.3k 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 Holistic Testing Pact?

Skills that share tags, products or a category with Holistic Testing Pact: Testing OpenLogi UI (AprilNEA/OpenLogi, 23k stars), Testing Hashql (hashintel/hash, 1.7k stars), Dynamo Unit Testing (DynamoDS/Dynamo, 2k stars) and Designing Tests (CloudAI-X/opencode-workflow, 275 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Holistic Testing Pact?

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.