Mail Time
veliovgroup/mail-time
A skill your agent uses when building, wiring, reviewing, or debugging MailTime and ostrio:mailer email queues for horizontally scaled Node.js, Bun, or Meteor apps.
Orchestrate multi-step change workflows (search, analyze, propose, implement, verify) with explicit evidence and gate checks.
Install QA Orchestrator
$ npx skills add pilinux/gorest --skill qa-orchestrator -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install pilinux/gorest qa-orchestrator --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/pilinux/gorest.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/qa-orchestrator .claude/skills/qa-orchestrator && 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 "qa-orchestrator" agent skill from https://github.com/pilinux/gorest/tree/main/.agents/skills/qa-orchestrator into .claude/skills/qa-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qa-orchestrator", 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/pilinux/gorest/tree/main/.agents/skills/qa-orchestratorType 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 pilinux/gorest --skill qa-orchestrator -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install pilinux/gorest qa-orchestrator --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pilinux/gorest.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/qa-orchestrator .agents/skills/qa-orchestrator && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "qa-orchestrator" agent skill from https://github.com/pilinux/gorest/tree/main/.agents/skills/qa-orchestrator into .agents/skills/qa-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qa-orchestrator", 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 pilinux/gorest --skill qa-orchestrator -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install pilinux/gorest qa-orchestrator --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pilinux/gorest.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/qa-orchestrator .cursor/skills/qa-orchestrator && 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 "qa-orchestrator" agent skill from https://github.com/pilinux/gorest/tree/main/.agents/skills/qa-orchestrator into .cursor/skills/qa-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qa-orchestrator", 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/pilinux/gorest.git --path .agents/skills/qa-orchestrator--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 pilinux/gorest --skill qa-orchestrator -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install pilinux/gorest qa-orchestrator --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pilinux/gorest.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/qa-orchestrator .gemini/skills/qa-orchestrator && 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 "qa-orchestrator" agent skill from https://github.com/pilinux/gorest/tree/main/.agents/skills/qa-orchestrator into .gemini/skills/qa-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qa-orchestrator", 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 pilinux/gorest qa-orchestratorInstalls 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 pilinux/gorest --skill qa-orchestrator -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/pilinux/gorest.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/qa-orchestrator .github/skills/qa-orchestrator && 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 "qa-orchestrator" agent skill from https://github.com/pilinux/gorest/tree/main/.agents/skills/qa-orchestrator into .github/skills/qa-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qa-orchestrator", 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 pilinux/gorest --skill qa-orchestrator -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install pilinux/gorest qa-orchestrator --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/pilinux/gorest.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/qa-orchestrator .opencode/skills/qa-orchestrator && 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 "qa-orchestrator" agent skill from https://github.com/pilinux/gorest/tree/main/.agents/skills/qa-orchestrator into .opencode/skills/qa-orchestrator/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "qa-orchestrator", 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
qa-orchestrator- GitHub stars
- 506
- Token cost
- ~265 tokens
- SKILL.md length
- 85 words
- Files
- 1
- Skills in repo
- 20
- Repo updated
- First seen
- Licence
- MIT
At a glance
Orchestrate multi-step change workflows (search, analyze, propose, implement, verify) with explicit evidence and gate checks.
- Works in 5 steps: Locate: source-search / code-navigation → Understand: file-reader / explain-code → Simulate: safe-edit-simulator (dry-run +… → …
- Databases work in your project
- SKILL.md covers When to Use, Workflow, Rules and Output, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
QA Orchestrator is an agent skill from pilinux/gorest. Orchestrate multi-step change workflows (search, analyze, propose, implement, verify) with explicit evidence and gate checks.
Its SKILL.md is about 270 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 Databases. The repository describes itself as: Go RESTful API starter kit with Gin, JWT, GORM (MySQL, PostgreSQL, SQLite), Redis, Mongo, 2FA, email verification, password recovery. The licence is MIT.
When your agent uses it
- Databases work in your project
Example prompts
- “/qa-orchestrator”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Locate: source-search / code-navigation
- Understand: file-reader / explain-code
- Simulate: safe-edit-simulator (dry-run + risk checklist)
- Implement: patch-applier + code-formatter (after approval)
- Verify: test-runner, linter-runner, static-analysis
What it can do on your machine
Read from SKILL.md and the folder at commit 38aab64. 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.
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
QA Orchestrator loads about 265 tokens when it runs. Until then it costs about 35 tokens; SKILL.md has 85 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 pilinux/gorest at commit 38aab64, republished under its MIT licence (© pilinux). 85 words, ~265 tokens.
Download SKILL.mdSave it as
.claude/skills/qa-orchestrator/SKILL.md (or your agent's skills folder).- name
- qa-orchestrator
- description
- Orchestrate multi-step change workflows (search, analyze, propose, implement, verify) with explicit evidence and gate checks.
- license
- MIT
- metadata.mode
- workflow
- metadata.purpose
- orchestrate
QA Orchestrator
When to Use
- Complex tasks that require multiple evidence-backed steps and human approval between stages.
Workflow
- Locate:
source-search/code-navigation - Understand:
file-reader/explain-code - Simulate:
safe-edit-simulator(dry-run + risk checklist) - Implement:
patch-applier+code-formatter(after approval) - Verify:
test-runner,linter-runner,static-analysis
Rules
- Keep each step small and reviewable; require explicit user approval for destructive or high-risk changes.
- Provide
path:lineevidence for key claims.
Output
- Step-by-step results (numbered).
- Evidence for decisions with
path:linecitations. - Next action and required approvals.
Related Skills
safe-edit-simulator,patch-applier,test-runner
© pilinux, 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 .agents/skills/qa-orchestrator of pilinux/gorest.
Open the folder on GitHubat commit 38aab64
Compare with similar skills
QA Orchestrator 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 |
|---|---|---|---|---|---|---|
| QA Orchestrator this skillpilinux/gorest | 506 | — | ~265 | Automated safety check: Pass | MIT | |
| Mail Timeveliovgroup/mail-time | 143 | — | ~1k | Automated safety check: Pass | BSD-3-Clause | |
| Tgf Server Devthkhxm/tgf | 128 | — | ~1.3k | Automated safety check: Notes | MIT | |
| Azure Storagemicrosoft/GitHub-Copilot-for-Azure | 255 | 2 repos | ~1.3k | Automated safety check: Pass | MIT | |
| ArchitectYougLin-dev/Aha-Loop | 181 | — | ~2.2k | Automated safety check: Pass | MIT | |
| Configure REST Cachestrapi-community/plugin-rest-cache | 155 | — | ~1.1k | Automated safety check: Pass | MIT |
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- Official
Azure Storage
microsoft/GitHub-Copilot-for-Azure
Azure Storage Services including Blob Storage, File Shares, Queue Storage, Table Storage, and Data Lake.
Architect
YougLin-dev/Aha-Loop
Designs system architecture and selects technology stack based on vision analysis.
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Choose and write a Strapi REST Cache configuration for a specific use case.
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Categories
Questions about QA Orchestrator
What does QA Orchestrator do?
Orchestrate multi-step change workflows (search, analyze, propose, implement, verify) with explicit evidence and gate checks. QA Orchestrator is an agent skill from pilinux/gorest. Orchestrate multi-step change workflows (search, analyze, propose, implement, verify) with explicit evidence and gate checks.
When should I use QA Orchestrator?
QA Orchestrator fits situations like: databases work in your project.
How do I install QA Orchestrator in Claude Code?
Run `npx skills add pilinux/gorest --skill qa-orchestrator -a claude-code`. Or copy the skill folder (.agents/skills/qa-orchestrator in pilinux/gorest) into .claude/skills/qa-orchestrator in your project. Claude Code loads it when a task matches its description.
How do I install QA Orchestrator in Codex?
Run `npx skills add pilinux/gorest --skill qa-orchestrator -a codex`. Or copy the skill folder (.agents/skills/qa-orchestrator in pilinux/gorest) into .agents/skills/qa-orchestrator in your project. Codex loads it when a task matches its description.
Can I use QA Orchestrator 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 pilinux/gorest --skill qa-orchestrator -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/qa-orchestrator, .gemini/skills/qa-orchestrator, .github/skills/qa-orchestrator and .opencode/skills/qa-orchestrator in your project.
What does QA Orchestrator need to run?
SKILL.md names no scripts, command-line tools or credentials: QA Orchestrator is instructions for the agent only.
Does QA Orchestrator 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 QA Orchestrator 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 QA Orchestrator use?
QA Orchestrator is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does QA Orchestrator use?
About 265 tokens (SKILL.md is roughly 1.1k 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 QA Orchestrator?
Skills that share tags, products or a category with QA Orchestrator: Mail Time (veliovgroup/mail-time, 143 stars), Tgf Server Dev (thkhxm/tgf, 128 stars), Azure Storage (microsoft/GitHub-Copilot-for-Azure, 255 stars) and Architect (YougLin-dev/Aha-Loop, 181 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains QA Orchestrator?
pilinux (a GitHub user) maintains it in pilinux/gorest, which has 506 GitHub stars. The repository holds 20 skills in this directory. The repository was last updated on September 25, 2026.
Source: pilinux/gorest on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.