Requirements
rizsotto/Bear
Write, modify, or review a requirement file under docs/requirements -- pick the single owning file, keep the text contract-only, name IDs so they need no explanation, and verify cross-references and…
Analyzes test coverage data (Istanbul, c8, lcov) to identify uncovered lines, branches, and functions with risk-weighted gap detection.
$ npx skills add proffesor-for-testing/agentic-qe --skill qe-coverage-analysis -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install proffesor-for-testing/agentic-qe qe-coverage-analysis --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/qe-coverage-analysis .claude/skills/qe-coverage-analysis && 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 "qe-coverage-analysis" agent skill from https://github.com/proffesor-for-testing/agentic-qe/tree/main/assets/skills/qe-coverage-analysis into .claude/skills/qe-coverage-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qe-coverage-analysis", 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/qe-coverage-analysisType 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 qe-coverage-analysis -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install proffesor-for-testing/agentic-qe qe-coverage-analysis --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/qe-coverage-analysis .agents/skills/qe-coverage-analysis && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "qe-coverage-analysis" agent skill from https://github.com/proffesor-for-testing/agentic-qe/tree/main/assets/skills/qe-coverage-analysis into .agents/skills/qe-coverage-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qe-coverage-analysis", 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 qe-coverage-analysis -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install proffesor-for-testing/agentic-qe qe-coverage-analysis --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/qe-coverage-analysis .cursor/skills/qe-coverage-analysis && 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 "qe-coverage-analysis" agent skill from https://github.com/proffesor-for-testing/agentic-qe/tree/main/assets/skills/qe-coverage-analysis into .cursor/skills/qe-coverage-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qe-coverage-analysis", 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/qe-coverage-analysis--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 qe-coverage-analysis -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install proffesor-for-testing/agentic-qe qe-coverage-analysis --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/qe-coverage-analysis .gemini/skills/qe-coverage-analysis && 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 "qe-coverage-analysis" agent skill from https://github.com/proffesor-for-testing/agentic-qe/tree/main/assets/skills/qe-coverage-analysis into .gemini/skills/qe-coverage-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qe-coverage-analysis", 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 qe-coverage-analysisInstalls 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 qe-coverage-analysis -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/qe-coverage-analysis .github/skills/qe-coverage-analysis && 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 "qe-coverage-analysis" agent skill from https://github.com/proffesor-for-testing/agentic-qe/tree/main/assets/skills/qe-coverage-analysis into .github/skills/qe-coverage-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qe-coverage-analysis", 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 qe-coverage-analysis -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 qe-coverage-analysis --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/qe-coverage-analysis .opencode/skills/qe-coverage-analysis && 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 "qe-coverage-analysis" agent skill from https://github.com/proffesor-for-testing/agentic-qe/tree/main/assets/skills/qe-coverage-analysis into .opencode/skills/qe-coverage-analysis/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qe-coverage-analysis", 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.
qe-coverage-analysisAnalyzes test coverage data (Istanbul, c8, lcov) to identify uncovered lines, branches, and functions with risk-weighted gap detection.
Qe Coverage Analysis is an agent skill from proffesor-for-testing/agentic-qe. Analyzes test coverage data (Istanbul, c8, lcov) to identify uncovered lines, branches, and functions with risk-weighted gap detection. Use when analyzing coverage reports, identifying coverage gaps, comparing coverage between branches, or prioritizing which untested code to cover first.
Its SKILL.md is about 1.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including scripts (for example `evals/qe-coverage-analysis.yaml`, `run-history.json` and `schemas/output.json`).
It sits in Testing & QA, covering Test coverage. 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.
3 steps, taken from the step headings 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.
Ships 1 file in scripts/, which the agent can run.
Shell commands in SKILL.md call:
nodeFrom 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.
Qe Coverage Analysis loads about 1.5k tokens when it runs. Until then it costs about 77 tokens; SKILL.md has 208 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); the scripts in this folder are not scanned.
The full file from proffesor-for-testing/agentic-qe at commit 829d030, republished under its MIT licence (© proffesor-for-testing). 208 words, ~1,516 tokens.
.claude/skills/qe-coverage-analysis/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.Guide the use of v3's advanced coverage analysis capabilities including sublinear gap detection algorithms, risk-weighted coverage scoring, and intelligent test prioritization based on code criticality.
# Analyze coverage with gap detection
aqe coverage analyze --source src/ --tests tests/
# Find high-risk uncovered code
aqe coverage gaps --risk-weighted --threshold 80
# Generate coverage report
aqe coverage report --format html --output coverage-report/
# Compare coverage between branches
aqe coverage diff --base main --head feature-branch// Comprehensive coverage analysis
Task("Analyze coverage gaps", `
Perform O(log n) coverage analysis on src/:
- Calculate statement, branch, function coverage
- Identify uncovered critical paths
- Risk-weight gaps by code complexity and change frequency
- Recommend tests to write for maximum coverage impact
`, "qe-coverage-specialist")
// Risk-based prioritization
Task("Prioritize coverage effort", `
Analyze coverage gaps and prioritize by:
- Business criticality (payment, auth, data)
- Code complexity (cyclomatic > 10)
- Recent bug history
- Change frequency
Output prioritized list of files needing tests.
`, "qe-coverage-analyzer")await coverageAnalyzer.detectGaps({
algorithm: 'sublinear', // O(log n) complexity
source: 'src/**/*.ts',
metrics: ['statement', 'branch', 'function'],
sampling: {
enabled: true,
confidence: 0.95,
maxSamples: 1000
}
});await coverageAnalyzer.riskWeightedAnalysis({
coverage: coverageReport,
riskFactors: {
complexity: { weight: 0.3, threshold: 10 },
changeFrequency: { weight: 0.25, window: '90d' },
bugHistory: { weight: 0.25, window: '180d' },
criticality: { weight: 0.2, tags: ['payment', 'auth'] }
},
output: {
riskScore: true,
prioritizedGaps: true
}
});await coverageAnalyzer.diffCoverage({
base: 'main',
head: 'feature-branch',
requirements: {
newCode: 80, // New code must have 80% coverage
modifiedCode: 'maintain', // Don't decrease existing
deletedCode: 'ignore'
}
});thresholds:
global:
statements: 80
branches: 75
functions: 85
lines: 80
per_file:
min_statements: 70
critical_paths: 90
new_code:
statements: 85
branches: 80
exceptions:
- path: "src/migrations/**"
reason: "Database migrations"
- path: "src/generated/**"
reason: "Auto-generated code"interface CoverageAnalysis {
summary: {
statements: { covered: number; total: number; percentage: number };
branches: { covered: number; total: number; percentage: number };
functions: { covered: number; total: number; percentage: number };
};
gaps: {
file: string;
uncoveredLines: number[];
uncoveredBranches: BranchInfo[];
riskScore: number;
suggestedTests: string[];
}[];
trends: {
period: string;
coverageChange: number;
newGaps: number;
closedGaps: number;
};
recommendations: {
priority: 'critical' | 'high' | 'medium' | 'low';
file: string;
action: string;
expectedImpact: number;
}[];
}quality_gates:
coverage:
block_merge:
- new_code_coverage < 80
- coverage_regression > 5
- critical_path_uncovered
warn:
- overall_coverage < 75
- branch_coverage < 70
metrics:
- track_trends: true
- alert_on_decline: 3 # consecutive PRsAfter each coverage analysis, append results to run-history.json in this skill directory:
# Read current history, append new entry, write back
node -e "
const fs = require('fs');
const h = JSON.parse(fs.readFileSync('.claude/skills/qe-coverage-analysis/run-history.json'));
h.runs.push({date: new Date().toISOString().split('T')[0], statements_pct: STATEMENTS, branches_pct: BRANCHES, gaps_found: GAPS});
fs.writeFileSync('.claude/skills/qe-coverage-analysis/run-history.json', JSON.stringify(h, null, 2));
"Read run-history.json before each run to detect trends (e.g., "coverage dropped 3 consecutive times").
/coverage-drop-investigator to trace the cause/qe-test-generation to fill gaps/mutation-testing to ensure coverage means quality/qe-quality-assessment for deployment readinessPrimary Agents: qe-coverage-specialist, qe-coverage-analyzer, qe-gap-detector Coordinator: qe-coverage-coordinator Related Skills: qe-test-generation, qe-quality-assessment
© 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 4 other files (scripts) in assets/skills/qe-coverage-analysis of proffesor-for-testing/agentic-qe.
Open the folder on GitHubat commit 829d030
Qe Coverage Analysis 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 |
|---|---|---|---|---|---|---|
| Qe Coverage Analysis this skillproffesor-for-testing/agentic-qe | 494 | — | ~1.5k | Automated safety check: Pass | MIT | |
| Requirementsrizsotto/Bear | 6.5k | — | ~2k | Automated safety check: Pass | GPL-3.0 | |
| Crap Analysisardalis/RiverBooks | 135 | 2 repos | ~3.4k | Automated safety check: Pass | None | |
| Code Coverages3s-project/s3s | 311 | — | ~789 | Automated safety check: Pass | Apache-2.0 | |
| Project Statusbactopia/bactopia | 522 | — | ~787 | Automated safety check: Pass | MIT | |
| Check Coverageldayton/Dippy | 243 | — | ~403 | Automated safety check: Pass | MIT |
rizsotto/Bear
Write, modify, or review a requirement file under docs/requirements -- pick the single owning file, keep the text contract-only, name IDs so they need no explanation, and verify cross-references and…
ardalis/RiverBooks
Analyze code coverage and CRAP (Change Risk Anti-Patterns) scores to identify high-risk code.
s3s-project/s3s
Measure and grow the line coverage of the s3s crate. An agent skill from s3s-project/s3s.
bactopia/bactopia
Show a live snapshot of the Bactopia project state — component counts, GroovyDoc coverage, nf-test coverage, and structural issues.
ldayton/Dippy
Ensure comprehensive test coverage for a CLI handler. An agent skill from ldayton/Dippy.
kajisho5/ffmpeg-skill
Add and review preconditions on operations that delete, overwrite, rewrite history, or resolve a caller-supplied name to a filesystem path — refusing instead of warning, placing the guard ahead of…
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
Analyzes test coverage data (Istanbul, c8, lcov) to identify uncovered lines, branches, and functions with risk-weighted gap detection. Qe Coverage Analysis is an agent skill from proffesor-for-testing/agentic-qe. Analyzes test coverage data (Istanbul, c8, lcov) to identify uncovered lines, branches, and functions with risk-weighted gap detection.
Qe Coverage Analysis fits situations like: analyzing coverage reports; identifying coverage gaps; comparing coverage between branches; prioritizing which untested code to cover first.
Run `npx skills add proffesor-for-testing/agentic-qe --skill qe-coverage-analysis -a claude-code`. Or copy the skill folder (assets/skills/qe-coverage-analysis in proffesor-for-testing/agentic-qe) into .claude/skills/qe-coverage-analysis in your project. Claude Code loads it when a task matches its description.
Run `npx skills add proffesor-for-testing/agentic-qe --skill qe-coverage-analysis -a codex`. Or copy the skill folder (assets/skills/qe-coverage-analysis in proffesor-for-testing/agentic-qe) into .agents/skills/qe-coverage-analysis 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 qe-coverage-analysis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/qe-coverage-analysis, .gemini/skills/qe-coverage-analysis, .github/skills/qe-coverage-analysis and .opencode/skills/qe-coverage-analysis in your project.
Going by SKILL.md and its folder, Qe Coverage Analysis needs the command-line tools its instructions call (node).
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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
Qe Coverage Analysis is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.5k tokens (SKILL.md is roughly 6.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Qe Coverage Analysis: Requirements (rizsotto/Bear, 6.5k stars), Crap Analysis (ardalis/RiverBooks, 135 stars), Code Coverage (s3s-project/s3s, 311 stars) and Project Status (bactopia/bactopia, 522 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.