Reproduce Chat States
different-ai/openwork
Fires known chat states in the running OpenWork desktop app, such as provider errors, retries and tool steps, so you can check how each renders.
Advanced exploratory testing techniques with Session-Based Test Management (SBTM), RST heuristics, and test tours.
$ npx skills add proffesor-for-testing/agentic-qe --skill exploratory-testing-advanced -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install proffesor-for-testing/agentic-qe exploratory-testing-advanced --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ 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/exploratory-testing-advanced .claude/skills/exploratory-testing-advanced && rm -rf skills-srcUse ~/.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/
Install the "exploratory-testing-advanced" agent skill from https://github.com/proffesor-for-testing/agentic-qe/tree/main/assets/skills/exploratory-testing-advanced into .claude/skills/exploratory-testing-advanced/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "exploratory-testing-advanced", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/proffesor-for-testing/agentic-qe/tree/main/assets/skills/exploratory-testing-advancedType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add proffesor-for-testing/agentic-qe --skill exploratory-testing-advanced -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install proffesor-for-testing/agentic-qe exploratory-testing-advanced --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/proffesor-for-testing/agentic-qe.git skills-src && mkdir -p .agents/skills && cp -r skills-src/assets/skills/exploratory-testing-advanced .agents/skills/exploratory-testing-advanced && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "exploratory-testing-advanced" agent skill from https://github.com/proffesor-for-testing/agentic-qe/tree/main/assets/skills/exploratory-testing-advanced into .agents/skills/exploratory-testing-advanced/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "exploratory-testing-advanced", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add proffesor-for-testing/agentic-qe --skill exploratory-testing-advanced -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install proffesor-for-testing/agentic-qe exploratory-testing-advanced --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/proffesor-for-testing/agentic-qe.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/assets/skills/exploratory-testing-advanced .cursor/skills/exploratory-testing-advanced && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "exploratory-testing-advanced" agent skill from https://github.com/proffesor-for-testing/agentic-qe/tree/main/assets/skills/exploratory-testing-advanced into .cursor/skills/exploratory-testing-advanced/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "exploratory-testing-advanced", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/proffesor-for-testing/agentic-qe.git --path assets/skills/exploratory-testing-advanced--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add proffesor-for-testing/agentic-qe --skill exploratory-testing-advanced -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install proffesor-for-testing/agentic-qe exploratory-testing-advanced --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/proffesor-for-testing/agentic-qe.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/assets/skills/exploratory-testing-advanced .gemini/skills/exploratory-testing-advanced && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "exploratory-testing-advanced" agent skill from https://github.com/proffesor-for-testing/agentic-qe/tree/main/assets/skills/exploratory-testing-advanced into .gemini/skills/exploratory-testing-advanced/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "exploratory-testing-advanced", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install proffesor-for-testing/agentic-qe exploratory-testing-advancedInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add proffesor-for-testing/agentic-qe --skill exploratory-testing-advanced -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/proffesor-for-testing/agentic-qe.git skills-src && mkdir -p .github/skills && cp -r skills-src/assets/skills/exploratory-testing-advanced .github/skills/exploratory-testing-advanced && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "exploratory-testing-advanced" agent skill from https://github.com/proffesor-for-testing/agentic-qe/tree/main/assets/skills/exploratory-testing-advanced into .github/skills/exploratory-testing-advanced/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "exploratory-testing-advanced", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add proffesor-for-testing/agentic-qe --skill exploratory-testing-advanced -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install proffesor-for-testing/agentic-qe exploratory-testing-advanced --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/proffesor-for-testing/agentic-qe.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/assets/skills/exploratory-testing-advanced .opencode/skills/exploratory-testing-advanced && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "exploratory-testing-advanced" agent skill from https://github.com/proffesor-for-testing/agentic-qe/tree/main/assets/skills/exploratory-testing-advanced into .opencode/skills/exploratory-testing-advanced/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "exploratory-testing-advanced", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
exploratory-testing-advancedAdvanced exploratory testing techniques with Session-Based Test Management (SBTM), RST heuristics, and test tours.
Exploratory Testing Advanced is an agent skill from proffesor-for-testing/agentic-qe. Advanced exploratory testing techniques with Session-Based Test Management (SBTM), RST heuristics, and test tours. Use when planning exploration sessions, investigating bugs, or discovering unknown quality risks.
Its SKILL.md is about 1.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/heuristic-cheatsheet.md`).
It sits in Testing & QA, covering QA and bug reports. 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.
5 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 829d030. It shows what the files ask for, not the result of running them.
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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are typescript and markdown).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Exploratory Testing Advanced loads about 1.9k tokens when it runs, and up to ~2.4k if it reads all its reference files. Until then it costs about 60 tokens; SKILL.md has 536 words of instructions outside code blocks.
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.
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.
The full file from proffesor-for-testing/agentic-qe at commit 829d030, republished under its MIT licence (© proffesor-for-testing). 536 words, ~1,870 tokens.
.claude/skills/exploratory-testing-advanced/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.<default_to_action> When exploring software or investigating quality risks:
Quick Heuristic Selection:
Critical Success Factors:
| Phase | Duration | Activity |
|---|---|---|
| Charter | 5 min | Define mission, scope, focus |
| Explore | 45-75 min | Systematic investigation |
| Note | Continuous | Document findings real-time |
| Debrief | 10-15 min | Summarize, prioritize, share |
| Letter | Focus | Example Questions |
|---|---|---|
| Structure | Is it properly composed? | Code structure, UI layout, data schema |
| Function | Does it do what it should? | Core features work correctly |
| Data | Handles data correctly? | CRUD, validation, persistence |
| Interfaces | Interacts well? | APIs, UI, integrations |
| Platform | Works in environment? | Browsers, OS, devices |
| Operations | Can be used/managed? | Install, config, monitor |
| Time | Handles timing? | Concurrency, timeouts, scheduling |
| Consistency With | Check |
|---|---|
| Familiar problems | Does this look like a known bug pattern? |
| Explainable | Can behavior be explained rationally? |
| World | Matches real-world expectations? |
| History | Consistent with prior versions? |
| Image | Matches brand/product image? |
| Comparable | Similar to competing products? |
| Claims | Matches specs/docs/marketing? |
| Users | Meets user expectations? |
| Purpose | Fulfills intended purpose? |
| Statements | Matches what devs said? |
| Tour | Strategy |
|---|---|
| Business District | Critical business flows |
| Historical | Where bugs clustered before |
| Bad Neighborhood | Known problem areas |
| Money | Revenue-impacting features |
| Landmark | Navigate by key features |
| Intellectual | Complex, thinking-intensive features |
| FedEx | Follow data through system |
| Garbage Collector | Cleanup and edge cases |
| Museum | Help docs and examples |
| Rained-Out | What happens when things fail? |
| Couch Potato | Minimal effort paths |
| Obsessive-Compulsive | Repetitive actions |
**Charter:** Explore [area] to discover [what] focusing on [heuristic]
**Time-box:** 60 min | **Tester:** [name] | **Date:** [date]
## Session Notes
- [timestamp] Observation/finding
- [timestamp] Bug: [description] - [severity]
- [timestamp] Question: [unclear behavior]
## Findings Summary
- Bugs: X (Critical: Y, Major: Z)
- Questions: X
- Ideas: X
## Coverage
- Areas explored: [list]
- Heuristics used: [SFDIPOT areas]
- % Time on: Bug investigation 30%, Exploration 50%, Setup 20%
## Next Steps
- [ ] Deep dive on [area]
- [ ] Follow up on question about [topic]// Collaborative exploration session
await Task("Exploratory Session", {
charter: 'Explore checkout flow for payment edge cases',
duration: '60min',
heuristics: ['SFDIPOT', 'FEW_HICCUPPS'],
tour: 'money',
collaboration: 'human-navigator-agent-driver'
}, "qe-flaky-test-hunter");
// Agent generates test variations while human observes
await Task("Edge Case Generation", {
area: 'payment-form',
variations: ['boundary-values', 'invalid-inputs', 'concurrent-submits']
}, "qe-test-generator");
// Visual exploration
await Task("Visual Exploration", {
tour: 'landmark',
focus: 'responsive-breakpoints',
compare: 'baseline-screenshots'
}, "qe-visual-tester");aqe/exploratory/
├── sessions/* - Session notes and findings
├── charters/* - Reusable charter templates
├── bug-clusters/* - Historical bug patterns
└── heuristic-results/* - What heuristics revealedconst exploratoryFleet = await FleetManager.coordinate({
strategy: 'exploratory-testing',
agents: [
'qe-flaky-test-hunter', // Pattern recognition
'qe-visual-tester', // Visual anomalies
'qe-quality-analyzer' // Risk assessment
],
topology: 'mesh'
});| Pattern | Human Role | Agent Role |
|---|---|---|
| Driver-Navigator | Navigate strategy | Execute variations |
| Strong-Style | Dictate actions | Record findings |
| Ping-Pong | Observe one area | Explore another |
Exploratory testing = simultaneous learning, test design, and test execution.
Not random clicking. Structured, skilled investigation guided by heuristics and oracles. Document discoveries in real-time. Pair testing amplifies findings.
With Agents: Agents generate variations, recognize patterns, and maintain session notes while humans apply judgment and intuition. Combine agent thoroughness with human insight.
© 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
SKILL.md and 1 other file (references) in assets/skills/exploratory-testing-advanced of proffesor-for-testing/agentic-qe.
Open the folder on GitHubat commit 829d030
Exploratory Testing Advanced 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Exploratory Testing Advanced this skillproffesor-for-testing/agentic-qe | 494 | — | ~1.9k | Automated safety check: Pass | MIT | |
| Reproduce Chat Statesdifferent-ai/openwork | 24k | — | ~673 | Automated safety check: Pass | Custom licence | |
| Dynamo Jira TicketDynamoDS/Dynamo | 2k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | |
| Minimal Run And Auditlllllllama/RigorPilot-Skills | 497 | 2 repos | ~691 | Automated safety check: Pass | MIT | |
| Moav E2EMotherofallVPNs/MoaV | 448 | — | ~1.9k | Automated safety check: Notes | MIT | |
| Anchor Reprolynxlangya/techne | 105 | 1 repos | ~1.2k | Automated safety check: Pass | MIT |
different-ai/openwork
Fires known chat states in the running OpenWork desktop app, such as provider errors, retries and tool steps, so you can check how each renders.
DynamoDS/Dynamo
Create structured Jira tickets for Dynamo from bug reports, failing tests, or feature requests.
lllllllama/RigorPilot-Skills
Rigor Run skill for README-first deep learning repo reproduction.
MotherofallVPNs/MoaV
Run and debug MoaV's end-to-end tests — real protocol connectivity (client-test.sh) and the moav CLI smoke test — against a LIVE server, via the self-hosted e2e workflow or a local test VPS.
lynxlangya/techne
Reproduce a behavioral bug before fixing it, record the failing probe, and verify the fix with the same probe.
Human-Agent-Society/CORAL
Author a new CORAL task — the three pieces that must line up (task.yaml, seed/, a packaged grader/), the coral init → coral validate → smoke-test loop, and how to pick a grader pattern (stdout…
proffesor-for-testing/agentic-qe
Consumer-driven contract testing for microservices using Pact, schema validation, API versioning, and backward compatibility testing.
proffesor-for-testing/agentic-qe
Test quality validation through mutation testing, assessing test suite effectiveness by introducing code mutations and measuring kill rate.
proffesor-for-testing/agentic-qe
Profiles application performance under load using k6, Artillery, or JMeter to measure latency, throughput, and error rates.
proffesor-for-testing/agentic-qe
Conduct context-driven code reviews focusing on quality, testability, and maintainability.
proffesor-for-testing/agentic-qe
Scans for security vulnerabilities including XSS, SQL injection, CSRF, and auth flaws using OWASP Top 10 methodology.
proffesor-for-testing/agentic-qe
Database schema validation, data integrity testing, migration testing, transaction isolation, and query performance.
Categories
Advanced exploratory testing techniques with Session-Based Test Management (SBTM), RST heuristics, and test tours. Exploratory Testing Advanced is an agent skill from proffesor-for-testing/agentic-qe. Advanced exploratory testing techniques with Session-Based Test Management (SBTM), RST heuristics, and test tours.
Exploratory Testing Advanced fits situations like: planning exploration sessions; investigating bugs; discovering unknown quality risks.
Run `npx skills add proffesor-for-testing/agentic-qe --skill exploratory-testing-advanced -a claude-code`. Or copy the skill folder (assets/skills/exploratory-testing-advanced in proffesor-for-testing/agentic-qe) into .claude/skills/exploratory-testing-advanced in your project. Claude Code loads it when a task matches its description.
Run `npx skills add proffesor-for-testing/agentic-qe --skill exploratory-testing-advanced -a codex`. Or copy the skill folder (assets/skills/exploratory-testing-advanced in proffesor-for-testing/agentic-qe) into .agents/skills/exploratory-testing-advanced in your project. Codex loads it when a task matches its description.
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 exploratory-testing-advanced -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/exploratory-testing-advanced, .gemini/skills/exploratory-testing-advanced, .github/skills/exploratory-testing-advanced and .opencode/skills/exploratory-testing-advanced in your project.
SKILL.md names no scripts, command-line tools or credentials: Exploratory Testing Advanced is instructions for the agent only.
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.
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.
Exploratory Testing Advanced is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.9k tokens (SKILL.md is roughly 7.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 506 tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Exploratory Testing Advanced: Reproduce Chat States (different-ai/openwork, 24k stars), Dynamo Jira Ticket (DynamoDS/Dynamo, 2k stars), Minimal Run And Audit (lllllllama/RigorPilot-Skills, 497 stars) and Moav E2E (MotherofallVPNs/MoaV, 448 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
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.