Swig Test
swig/swig
Run SWIG test suite for specific languages. An agent skill from swig/swig.
A skill your agent uses when querying test history, analyzing flakiness rates, tracking MTTR, or building quality trend dashboards from test execution data.
Install Test Metrics Dashboard
$ npx skills add proffesor-for-testing/agentic-qe --skill test-metrics-dashboard -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install proffesor-for-testing/agentic-qe test-metrics-dashboard --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/test-metrics-dashboard .claude/skills/test-metrics-dashboard && 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 "test-metrics-dashboard" agent skill from https://github.com/proffesor-for-testing/agentic-qe/tree/main/assets/skills/test-metrics-dashboard into .claude/skills/test-metrics-dashboard/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "test-metrics-dashboard", 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/test-metrics-dashboardType 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 test-metrics-dashboard -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install proffesor-for-testing/agentic-qe test-metrics-dashboard --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/test-metrics-dashboard .agents/skills/test-metrics-dashboard && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "test-metrics-dashboard" agent skill from https://github.com/proffesor-for-testing/agentic-qe/tree/main/assets/skills/test-metrics-dashboard into .agents/skills/test-metrics-dashboard/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "test-metrics-dashboard", 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 test-metrics-dashboard -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install proffesor-for-testing/agentic-qe test-metrics-dashboard --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/test-metrics-dashboard .cursor/skills/test-metrics-dashboard && 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 "test-metrics-dashboard" agent skill from https://github.com/proffesor-for-testing/agentic-qe/tree/main/assets/skills/test-metrics-dashboard into .cursor/skills/test-metrics-dashboard/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "test-metrics-dashboard", 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/test-metrics-dashboard--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 test-metrics-dashboard -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install proffesor-for-testing/agentic-qe test-metrics-dashboard --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/test-metrics-dashboard .gemini/skills/test-metrics-dashboard && 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 "test-metrics-dashboard" agent skill from https://github.com/proffesor-for-testing/agentic-qe/tree/main/assets/skills/test-metrics-dashboard into .gemini/skills/test-metrics-dashboard/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "test-metrics-dashboard", 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 test-metrics-dashboardInstalls 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 test-metrics-dashboard -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/test-metrics-dashboard .github/skills/test-metrics-dashboard && 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 "test-metrics-dashboard" agent skill from https://github.com/proffesor-for-testing/agentic-qe/tree/main/assets/skills/test-metrics-dashboard into .github/skills/test-metrics-dashboard/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "test-metrics-dashboard", 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 test-metrics-dashboard -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 test-metrics-dashboard --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/test-metrics-dashboard .opencode/skills/test-metrics-dashboard && 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 "test-metrics-dashboard" agent skill from https://github.com/proffesor-for-testing/agentic-qe/tree/main/assets/skills/test-metrics-dashboard into .opencode/skills/test-metrics-dashboard/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "test-metrics-dashboard", 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.
Facts
- Skill name
test-metrics-dashboard- GitHub stars
- 495
- Token cost
- ~718 tokens
- SKILL.md length
- 167 words
- Files
- 1
- Skills in repo
- 93
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when querying test history, analyzing flakiness rates, tracking MTTR, or building quality trend dashboards from test execution data.
- Querying test history
- SKILL.md covers Activation, Key Metrics, Run History and Composition, plus 1 more section
- Calls jq and npx
- Analyzing flakiness rates
What it does
Test Metrics Dashboard is an agent skill from proffesor-for-testing/agentic-qe. Use when querying test history, analyzing flakiness rates, tracking MTTR, or building quality trend dashboards from test execution data.
Its SKILL.md is about 720 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 Failing and flaky tests. 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
- Querying test history
- Analyzing flakiness rates
- Building quality trend dashboards from test execution data
Example prompts
- “/test-metrics-dashboard”
Requirements
- Node.js
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
Shell commands in SKILL.md call:
jqnpx
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use npx, which can reach the network depending on how they are called.
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
Test Metrics Dashboard loads about 718 tokens when it runs. Until then it costs about 40 tokens; SKILL.md has 167 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.
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). 167 words, ~718 tokens.
Download SKILL.mdSave it as
.claude/skills/test-metrics-dashboard/SKILL.md (or your agent's skills folder).- name
- test-metrics-dashboard
- description
- Use when querying test history, analyzing flakiness rates, tracking MTTR, or building quality trend dashboards from test execution data.
- user-invocable
- true
Test Metrics Dashboard
Data & Analysis skill for querying test execution history, identifying trends, and surfacing actionable quality metrics.
Activation
/test-metrics-dashboardKey Metrics
Test Health Metrics
| Metric | Formula | Target | Alert |
|---|---|---|---|
| Pass Rate | Passed / Total | > 95% | < 90% |
| Flakiness Rate | Flaky / Total | < 5% | > 10% |
| MTTR | Avg time from failure to fix | < 4 hours | > 24 hours |
| Execution Time | Total suite duration | < 10 min | > 20 min |
| Coverage Delta | Current - Previous | >= 0% | < -2% |
Data Collection
# Export Jest results to JSON
npx jest --json --outputFile=test-results/$(date +%Y-%m-%d).json
# Parse results for dashboard
jq '{
date: .startTime,
total: .numTotalTests,
passed: .numPassedTests,
failed: .numFailedTests,
duration_ms: (.testResults | map(.endTime - .startTime) | add),
pass_rate: ((.numPassedTests / .numTotalTests) * 100),
flaky: [.testResults[] | select(.numPendingTests > 0)] | length
}' test-results/$(date +%Y-%m-%d).jsonTrend Analysis
# Compare last 5 runs
for f in $(ls -t test-results/*.json | head -5); do
jq --arg file "$f" '{
file: $file,
pass_rate: ((.numPassedTests / .numTotalTests) * 100 | floor),
duration_s: ((.testResults | map(.endTime - .startTime) | add) / 1000 | floor)
}' "$f"
doneTop Failing Tests
# Find most frequently failing tests across runs
for f in test-results/*.json; do
jq -r '.testResults[] | select(.numFailingTests > 0) | .testFilePath' "$f"
done | sort | uniq -c | sort -rn | head -10Run History
Store dashboard data in ${CLAUDE_PLUGIN_DATA}/test-metrics.log:
2026-03-18|95.2|4.1|312|82.5|3Format: date|pass_rate|flakiness_rate|duration_s|coverage_pct|failed_count
Read history for trend detection:
# Coverage trending down?
tail -5 "${CLAUDE_PLUGIN_DATA}/test-metrics.log" | awk -F'|' '{print $5}' | sort -n | head -1Composition
Feeds into:
/qe-quality-assessment— quality gate decisions based on metrics/test-failure-investigator— investigate top failing tests/coverage-drop-investigator— when coverage trends down
Gotchas
- Metrics without baselines are meaningless — establish baselines before tracking trends
- Flakiness rate is underreported — a test that fails 1/100 times still breaks CI weekly
- Duration trends upward over time as test count grows — set alerts on rate of increase, not absolute value
- Agent may report metrics from a single run as "trends" — need 5+ data points for meaningful trends
© 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/test-metrics-dashboard of proffesor-for-testing/agentic-qe.
Open the folder on GitHubat commit 829d030
Compare with similar skills
Test Metrics Dashboard 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 |
|---|---|---|---|---|---|---|
| Test Metrics Dashboard this skillproffesor-for-testing/agentic-qe | 495 | — | ~718 | Automated safety check: Pass | MIT | |
| Swig Testswig/swig | 6.3k | — | ~2.3k | Automated safety check: Pass | Custom licence | |
| Triage CI FailureDataDog/datadog-agent | 3.8k | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| Dynamo Jira TicketDynamoDS/Dynamo | 2k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | |
| Fix Ready PRsfastrepl/anarlog | 9.5k | — | ~1.4k | Automated safety check: Pass | MIT | |
| Trx Analysismicrosoft/vstest | 969 | — | ~1.8k | Automated safety check: Pass | MIT |
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Create structured Jira tickets for Dynamo from bug reports, failing tests, or feature requests.
Fix Ready PRs
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Inspect every open non-draft PR for CI failures and unresolved Cursor Bugbot findings, then fix them on the existing PR branches.
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Questions about Test Metrics Dashboard
What does Test Metrics Dashboard do?
A skill your agent uses when querying test history, analyzing flakiness rates, tracking MTTR, or building quality trend dashboards from test execution data. Test Metrics Dashboard is an agent skill from proffesor-for-testing/agentic-qe. Use when querying test history, analyzing flakiness rates, tracking MTTR, or building quality trend dashboards from test execution data.
When should I use Test Metrics Dashboard?
Test Metrics Dashboard fits situations like: querying test history; analyzing flakiness rates; building quality trend dashboards from test execution data.
How do I install Test Metrics Dashboard in Claude Code?
Run `npx skills add proffesor-for-testing/agentic-qe --skill test-metrics-dashboard -a claude-code`. Or copy the skill folder (assets/skills/test-metrics-dashboard in proffesor-for-testing/agentic-qe) into .claude/skills/test-metrics-dashboard in your project. Claude Code loads it when a task matches its description.
How do I install Test Metrics Dashboard in Codex?
Run `npx skills add proffesor-for-testing/agentic-qe --skill test-metrics-dashboard -a codex`. Or copy the skill folder (assets/skills/test-metrics-dashboard in proffesor-for-testing/agentic-qe) into .agents/skills/test-metrics-dashboard in your project. Codex loads it when a task matches its description.
Can I use Test Metrics Dashboard 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 test-metrics-dashboard -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/test-metrics-dashboard, .gemini/skills/test-metrics-dashboard, .github/skills/test-metrics-dashboard and .opencode/skills/test-metrics-dashboard in your project.
What does Test Metrics Dashboard need to run?
Going by SKILL.md and its folder, Test Metrics Dashboard needs the command-line tools its instructions call (jq and npx). Our summary lists: Node.js.
Does Test Metrics Dashboard access the network?
SKILL.md contains no URLs. Its commands use npx, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Test Metrics Dashboard 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 Test Metrics Dashboard use?
Test Metrics Dashboard 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 Test Metrics Dashboard use?
About 718 tokens (SKILL.md is roughly 2.9k 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 Test Metrics Dashboard?
Skills that share tags, products or a category with Test Metrics Dashboard: Swig Test (swig/swig, 6.3k stars), Triage CI Failure (DataDog/datadog-agent, 3.8k stars), Dynamo Jira Ticket (DynamoDS/Dynamo, 2k stars) and Fix Ready PRs (fastrepl/anarlog, 9.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Test Metrics Dashboard?
proffesor-for-testing (a GitHub user) maintains it in proffesor-for-testing/agentic-qe, which has 495 GitHub stars. The repository holds 93 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.