E2E Test Thinker
UniClipboard/UniClipboard
Analyze the current branch's diff against main and determine which changes are testable via CLI-based end-to-end tests.
Prepares a Gerrit CL for code coverage verification try jobs.
$ npx skills add nwjs/chromium.src --skill experimental-code-coverage-verification-prep -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install nwjs/chromium.src experimental-code-coverage-verification-prep --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/nwjs/chromium.src.git skills-src && mkdir -p .claude/skills && cp -r skills-src/agents/skills/experimental-code-coverage-verification-prep .claude/skills/experimental-code-coverage-verification-prep && 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 "experimental-code-coverage-verification-prep" agent skill from https://github.com/nwjs/chromium.src/tree/main/agents/skills/experimental-code-coverage-verification-prep into .claude/skills/experimental-code-coverage-verification-prep/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "experimental-code-coverage-verification-prep", 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/nwjs/chromium.src/tree/main/agents/skills/experimental-code-coverage-verification-prepType 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 nwjs/chromium.src --skill experimental-code-coverage-verification-prep -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install nwjs/chromium.src experimental-code-coverage-verification-prep --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nwjs/chromium.src.git skills-src && mkdir -p .agents/skills && cp -r skills-src/agents/skills/experimental-code-coverage-verification-prep .agents/skills/experimental-code-coverage-verification-prep && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "experimental-code-coverage-verification-prep" agent skill from https://github.com/nwjs/chromium.src/tree/main/agents/skills/experimental-code-coverage-verification-prep into .agents/skills/experimental-code-coverage-verification-prep/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "experimental-code-coverage-verification-prep", 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 nwjs/chromium.src --skill experimental-code-coverage-verification-prep -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install nwjs/chromium.src experimental-code-coverage-verification-prep --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nwjs/chromium.src.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/agents/skills/experimental-code-coverage-verification-prep .cursor/skills/experimental-code-coverage-verification-prep && 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 "experimental-code-coverage-verification-prep" agent skill from https://github.com/nwjs/chromium.src/tree/main/agents/skills/experimental-code-coverage-verification-prep into .cursor/skills/experimental-code-coverage-verification-prep/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "experimental-code-coverage-verification-prep", 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/nwjs/chromium.src.git --path agents/skills/experimental-code-coverage-verification-prep--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 nwjs/chromium.src --skill experimental-code-coverage-verification-prep -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install nwjs/chromium.src experimental-code-coverage-verification-prep --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nwjs/chromium.src.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/agents/skills/experimental-code-coverage-verification-prep .gemini/skills/experimental-code-coverage-verification-prep && 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 "experimental-code-coverage-verification-prep" agent skill from https://github.com/nwjs/chromium.src/tree/main/agents/skills/experimental-code-coverage-verification-prep into .gemini/skills/experimental-code-coverage-verification-prep/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "experimental-code-coverage-verification-prep", 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 nwjs/chromium.src experimental-code-coverage-verification-prepInstalls 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 nwjs/chromium.src --skill experimental-code-coverage-verification-prep -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/nwjs/chromium.src.git skills-src && mkdir -p .github/skills && cp -r skills-src/agents/skills/experimental-code-coverage-verification-prep .github/skills/experimental-code-coverage-verification-prep && 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 "experimental-code-coverage-verification-prep" agent skill from https://github.com/nwjs/chromium.src/tree/main/agents/skills/experimental-code-coverage-verification-prep into .github/skills/experimental-code-coverage-verification-prep/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "experimental-code-coverage-verification-prep", 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 nwjs/chromium.src --skill experimental-code-coverage-verification-prep -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install nwjs/chromium.src experimental-code-coverage-verification-prep --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nwjs/chromium.src.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/agents/skills/experimental-code-coverage-verification-prep .opencode/skills/experimental-code-coverage-verification-prep && 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 "experimental-code-coverage-verification-prep" agent skill from https://github.com/nwjs/chromium.src/tree/main/agents/skills/experimental-code-coverage-verification-prep into .opencode/skills/experimental-code-coverage-verification-prep/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "experimental-code-coverage-verification-prep", 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.
experimental-code-coverage-verification-prepPrepares a Gerrit CL for code coverage verification try jobs.
Experimental Code Coverage Verification Prep is an agent skill from nwjs/chromium.src. Prepares a Gerrit CL for code coverage verification try jobs. Adds dummy comments to trigger builds, optimizes builder configs by isolating test suites, and commits all changes.
Its SKILL.md is about 1.2k 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 coverage and Test generation. The repository describes itself as: Chromium codebase with NW.js modifications. Based on https://chromium.googlesource.com/chromium/src.git. The licence is BSD-3-Clause.
6 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit a9e8946. 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.
Shell commands in SKILL.md call:
gitFrom the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
chromium.googlesource.comFrom 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.
Experimental Code Coverage Verification Prep loads about 1.2k tokens when it runs. Until then it costs about 56 tokens; SKILL.md has 485 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 nwjs/chromium.src at commit a9e8946, republished under its BSD-3-Clause licence (© nwjs). 485 words, ~1,246 tokens.
.claude/skills/experimental-code-coverage-verification-prep/SKILL.md (or your agent's skills folder).This skill modifies workspace files to ensure LUCI builders run, isolates target test suites in builder Starlark files for speed, and uploads a Work-In-Progress (WIP) Gerrit CL. It is used to prepare both experimental branches with fixes and clean baseline branches.
This skill reads its primary inputs directly from scratch/triage_state.json.
The only dynamic selector passed in the subagent prompt is role ("Control"
vs. "Fix"):
target_files: A list of file paths that need a dummy comment to ensure
they are included in the build's affected files.builders_of_concern: A list of target builder names (e.g. ["linux-rel"]).
To locate the .star Starlark configuration file for each builder, reference
builder_star_map.json.test_suites: The test suite names to isolate in the builder
configurations.bug_id: The issue ID for context in the CL description.control_branch_name / fix_branch_name: The git branch to check out. If
role is "Control" (or "control"), check out control_branch_name. If
role is "Fix" (or "fix"), check out fix_branch_name.Checkout Branch:
Read scratch/triage_state.json and check out control_branch_name (if
role is "Control") or fix_branch_name (if role is "Fix").
git checkout {{selected_branch_name}}Add Dummy Comments:
target_files (from
scratch/triage_state.json).// Verification run for b/{{bug_id}}).# Example for one file
echo "// Verification run for b/{{bug_id}} $(date)" >> {{file_path}}Optimize Builder Configurations:
builders_of_concern and its .star file:test_suites (from scratch/triage_state.json).# Example for a builder's test targets
targets = targets.bundle(targets = {{test_suites}}).star file(s), regenerate configuration artifacts
directly from the repository root:lucicfg generate infra/config/main.starCommit Changes:
git add -u. This
stages the dummy comments and updated builder configurations while safely
ignoring any untracked scratch files or local skills.git add -u(Control) or (Fix) based on role. If
test_suites contains multiple test suites, join their names or list them.Verify Code Coverage Change for {{test_suites}} ({{role}})
This was generated by the Code Coverage Debugging Agent.
Role: {{role}} Verification
Target Files: {{ target_files }}
{{ summary of applied GN/Starlark/recipe fixes or trimming }}
Bug: {{bug_id}}git commit \
-m "Verify Code Coverage Change for {{test_suites}} ({{role}})" \
-m "This was generated by the Code Coverage Debugging Agent." \
-m "Role: {{role}} Verification" \
-m "Target Files: {{ target_files }}" \
-m "{{ summary of applied GN/Starlark/recipe fixes or trimming }}" \
-m "Bug: {{bug_id}}"Upload to Gerrit:
--cq-dry-run to the upload command.git cl upload -f --bypass-hooks -o wipUpdate State File:
scratch/triage_state.json: write the uploaded CL URL into
control_cl (if role is "Control") or fix_cl (if role is "Fix").scratch/triage_state.json (control_cl or fix_cl) has
been updated.© nwjs, BSD-3-Clause. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in agents/skills/experimental-code-coverage-verification-prep of nwjs/chromium.src.
Open the folder on GitHubat commit a9e8946
Experimental Code Coverage Verification Prep 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 |
|---|---|---|---|---|---|---|
| Experimental Code Coverage Verification Prep this skillnwjs/chromium.src | 160 | — | ~1.2k | Automated safety check: Pass | BSD-3-Clause | |
| E2E Test ThinkerUniClipboard/UniClipboard | 1.9k | — | ~1.7k | Automated safety check: Pass | AGPL-3.0 | |
| Ralph Coveragejvm-skills/jvm-skills | 140 | — | ~683 | Automated safety check: Pass | Apache-2.0 | |
| Designing TestsCloudAI-X/opencode-workflow | 275 | — | ~2.9k | Automated safety check: Pass | MIT | |
| Mutation Testingproffesor-for-testing/agentic-qe | 494 | — | ~1.7k | Automated safety check: Pass | MIT | |
| Write Testsgnomeria/usbtree | 690 | — | ~622 | Automated safety check: Pass | MIT |
UniClipboard/UniClipboard
Analyze the current branch's diff against main and determine which changes are testable via CLI-based end-to-end tests.
jvm-skills/jvm-skills
Run Ralph in coverage mode — iteratively write tests for untested classes until coverage targets are met.
CloudAI-X/opencode-workflow
Guides test strategy, TDD/BDD approaches, test coverage planning, and testing best practices.
proffesor-for-testing/agentic-qe
Test quality validation through mutation testing, assessing test suite effectiveness by introducing code mutations and measuring kill rate.
gnomeria/usbtree
Author tests that match the repo's stack and existing test style, at the cheapest level that catches the regression.
jmagly/aiwg
Run mutation testing to validate test quality beyond code coverage.
nwjs/chromium.src
Extracts raw trace data from Perfetto traces, runs arbitrary SQL queries for custom follow-up analysis, and applies expert cognitive principles (Tiered Flow Analysis, Semantic Mismatch, Redundancy)…
nwjs/chromium.src
Autonomous multi-agent performance optimization loop for Chromium and V8.
nwjs/chromium.src
Automated Tracing & Performance Telemetry in Chromium using Perfetto and Telemetry benchmarks.
nwjs/chromium.src
Queries Chrome commit, version, release, and milestone metadata.
nwjs/chromium.src
Search and reference Chromium documentation from the local docs index, including design docs, APIs, and development guides.
nwjs/chromium.src
Diagnose Chromium GN dependency and include-visibility failures, including BUILD.gn deps/publicdeps, DEPS include rules, private headers, and circular dependencies.
Categories
Prepares a Gerrit CL for code coverage verification try jobs. src. Prepares a Gerrit CL for code coverage verification try jobs.
Experimental Code Coverage Verification Prep fits situations like: optimizes builder configs by isolating test suites; commits all changes.
Run `npx skills add nwjs/chromium.src --skill experimental-code-coverage-verification-prep -a claude-code`. Or copy the skill folder (agents/skills/experimental-code-coverage-verification-prep in nwjs/chromium.src) into .claude/skills/experimental-code-coverage-verification-prep in your project. Claude Code loads it when a task matches its description.
Run `npx skills add nwjs/chromium.src --skill experimental-code-coverage-verification-prep -a codex`. Or copy the skill folder (agents/skills/experimental-code-coverage-verification-prep in nwjs/chromium.src) into .agents/skills/experimental-code-coverage-verification-prep 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 nwjs/chromium.src --skill experimental-code-coverage-verification-prep -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/experimental-code-coverage-verification-prep, .gemini/skills/experimental-code-coverage-verification-prep, .github/skills/experimental-code-coverage-verification-prep and .opencode/skills/experimental-code-coverage-verification-prep in your project.
Going by SKILL.md and its folder, Experimental Code Coverage Verification Prep needs the command-line tools its instructions call (git). Our summary lists: Python 3.
SKILL.md names 1 domain. As links in the text: chromium.googlesource.com. 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.
Experimental Code Coverage Verification Prep is published under the BSD-3-Clause licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.2k tokens (SKILL.md is roughly 5k 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 Experimental Code Coverage Verification Prep: E2E Test Thinker (UniClipboard/UniClipboard, 1.9k stars), Ralph Coverage (jvm-skills/jvm-skills, 140 stars), Designing Tests (CloudAI-X/opencode-workflow, 275 stars) and Mutation Testing (proffesor-for-testing/agentic-qe, 494 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
nwjs (a GitHub organization) maintains it in nwjs/chromium.src, which has 160 GitHub stars. The repository holds 64 skills in this directory. The repository was last updated on October 3, 2026.
Source: nwjs/chromium.src on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.