MCP Server Builder
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
Triage failed Agent QA runs with MCP evidence, artifacts, logs, fixed failure categories, confidence, and actionable next steps.
MITAuto-check passed
Install Agent QA Result Triage
$ npx skills add sickn33/agentic-awesome-skills --skill agent-qa-result-triage -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install sickn33/agentic-awesome-skills agent-qa-result-triage --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/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/agent-qa-result-triage .claude/skills/agent-qa-result-triage && 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 "agent-qa-result-triage" agent skill from https://github.com/sickn33/agentic-awesome-skills/tree/main/skills/agent-qa-result-triage into .claude/skills/agent-qa-result-triage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-qa-result-triage", 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/sickn33/agentic-awesome-skills/tree/main/skills/agent-qa-result-triageType 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 sickn33/agentic-awesome-skills --skill agent-qa-result-triage -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install sickn33/agentic-awesome-skills agent-qa-result-triage --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/agent-qa-result-triage .agents/skills/agent-qa-result-triage && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "agent-qa-result-triage" agent skill from https://github.com/sickn33/agentic-awesome-skills/tree/main/skills/agent-qa-result-triage into .agents/skills/agent-qa-result-triage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-qa-result-triage", 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 sickn33/agentic-awesome-skills --skill agent-qa-result-triage -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install sickn33/agentic-awesome-skills agent-qa-result-triage --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/agent-qa-result-triage .cursor/skills/agent-qa-result-triage && 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 "agent-qa-result-triage" agent skill from https://github.com/sickn33/agentic-awesome-skills/tree/main/skills/agent-qa-result-triage into .cursor/skills/agent-qa-result-triage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-qa-result-triage", 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/sickn33/agentic-awesome-skills.git --path skills/agent-qa-result-triage--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 sickn33/agentic-awesome-skills --skill agent-qa-result-triage -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install sickn33/agentic-awesome-skills agent-qa-result-triage --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/agent-qa-result-triage .gemini/skills/agent-qa-result-triage && 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 "agent-qa-result-triage" agent skill from https://github.com/sickn33/agentic-awesome-skills/tree/main/skills/agent-qa-result-triage into .gemini/skills/agent-qa-result-triage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-qa-result-triage", 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 sickn33/agentic-awesome-skills agent-qa-result-triageInstalls 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 sickn33/agentic-awesome-skills --skill agent-qa-result-triage -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/agent-qa-result-triage .github/skills/agent-qa-result-triage && 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 "agent-qa-result-triage" agent skill from https://github.com/sickn33/agentic-awesome-skills/tree/main/skills/agent-qa-result-triage into .github/skills/agent-qa-result-triage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-qa-result-triage", 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 sickn33/agentic-awesome-skills --skill agent-qa-result-triage -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install sickn33/agentic-awesome-skills agent-qa-result-triage --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sickn33/agentic-awesome-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/agent-qa-result-triage .opencode/skills/agent-qa-result-triage && 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 "agent-qa-result-triage" agent skill from https://github.com/sickn33/agentic-awesome-skills/tree/main/skills/agent-qa-result-triage into .opencode/skills/agent-qa-result-triage/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agent-qa-result-triage", 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
agent-qa-result-triage- GitHub stars
- 47k
- Used in
- 1 other repo
- Token cost
- ~805 tokens
- SKILL.md length
- 298 words
- Files
- 2 (incl. references)
- Skills in repo
- 1,497
- Repo updated
- First seen
- Licence
- MIT
At a glance
Triage failed Agent QA runs with MCP evidence, artifacts, logs, fixed failure categories, confidence, and actionable next steps.
- Works in 6 steps: Start with agent_qa_get_run for run… → Fetch evidence before deciding → Call agent_qa_classify_failure and use… → …
- SKILL.md covers Overview, When to Use, Workflow and Categories, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Agent QA Result Triage is an agent skill from sickn33/agentic-awesome-skills. Triage failed Agent QA runs with MCP evidence, artifacts, logs, fixed failure categories, confidence, and actionable next steps.
Its SKILL.md is about 810 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/triage-categories.md`).
It works with Model Context Protocol. The repository describes itself as: AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 2,400+ agentic skills. Includes… The licence is MIT.
Example prompts
- “/agent-qa-result-triage”
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Start with agent_qa_get_run for run status, suite child context, steps, and attempts.
- Fetch evidence before deciding
- Call agent_qa_classify_failure and use its category as the default classification unless stronger evidence contradicts it.
- Compare recent related runs when they are available in the classifier output.
- Return a concise triage result: category, confidence, evidence, likely fix area, and next action.
- For code changes, switch to agent-qa-debug-fix after triage is complete.
What it can do on your machine
Read from SKILL.md and the folder at commit b84d35a. 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 (its code samples are json).
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
Agent QA Result Triage loads about 805 tokens when it runs, and up to ~1.1k if it reads all its reference files. Until then it costs about 38 tokens; SKILL.md has 298 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 sickn33/agentic-awesome-skills at commit b84d35a, republished under its MIT licence (© sickn33). 298 words, ~805 tokens.
Download SKILL.mdSave it as
.claude/skills/agent-qa-result-triage/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.- name
- agent-qa-result-triage
- description
- Triage failed Agent QA runs with MCP evidence, artifacts, logs, fixed failure categories, confidence, and actionable next steps.
- category
- testing
- risk
- safe
- source
- https://github.com/vostride/agent-qa/tree/main/skills/agent-qa-result-triage
- source_repo
- vostride/agent-qa
- source_type
- official
- date_added
- 2026-08-16
- author
- Vostride
- tags
- testing, qa, triage, mcp, debugging
- tools
- claude, cursor, gemini, codex
- license
- FSL-1.1-ALv2
Agent QA Result Triage
Overview
Classify a failed Agent QA run from its recorded evidence instead of guessing. Inspect the run, steps, artifacts, and logs; choose one fixed category; and return confidence, likely ownership, and the next evidence-backed action.
When to Use
- Investigating a failed or interrupted Agent QA run.
- Inspecting run artifacts, step results, or execution logs.
- Comparing recent related runs for recurring failure patterns.
- Deciding whether a failure belongs to a test, product, hook, browser/mobile runtime, or infrastructure owner.
Workflow
- Start with
agent_qa_get_runfor run status, suite child context, steps, and attempts. - Fetch evidence before deciding:
agent_qa_get_run_artifactagent_qa_get_run_stepsagent_qa_get_run_logsagent_qa_get_run_execution_logs
- Call
agent_qa_classify_failureand use its category as the default classification unless stronger evidence contradicts it. - Compare recent related runs when they are available in the classifier output.
- Return a concise triage result: category, confidence, evidence, likely fix area, and next action.
- For code changes, switch to
agent-qa-debug-fixafter triage is complete.
Categories
Use exactly one category from references/triage-categories.md:
timeoutappium_startupbrowser_disconnectelement_not_foundassertion_failurehook_failureinfrastructureunknown_failure
Evidence Rules
- Quote or summarize concrete artifact, log, or step evidence.
- Mention missing artifact sections when they limit confidence.
- Do not invent screenshots, videos, logs, or memory context that MCP did not return.
- If MCP is unavailable, use dashboard REST APIs or Agent QA CLI output as a fallback and state which evidence was unavailable.
- Redact credentials, session tokens, personal data, and unrelated application content from the report.
Example
{
"category": "element_not_found",
"confidence": "high",
"evidence": ["Step 4 could not resolve the described checkout button"],
"likely_fix_area": "test definition or changed product UI",
"next_action": "Inspect the captured UI context, then compare the current checkout screen"
}Limitations
- Classification is only as reliable as the retained run artifacts and logs.
- A failure category identifies the most likely failure surface; it does not prove root cause.
- Missing screenshots, DOM/accessibility context, device logs, or prior runs must lower confidence.
- This skill does not modify tests or application code; use
agent-qa-debug-fixfor an authorized repair.
© sickn33, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 1 other file (references) in skills/agent-qa-result-triage of sickn33/agentic-awesome-skills.
- SKILL.md
- references/triage-categories.md
Open the folder on GitHubat commit b84d35a
Used in 1 other repository
We found 5 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in sickn33/agentic-awesome-skills, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Agent QA Result Triage 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 |
|---|---|---|---|---|---|---|
| Agent QA Result Triage this skillsickn33/agentic-awesome-skills | 47k | 1 repos | ~805 | Automated safety check: Pass | MIT | |
| MCP Server Builderanthropics/skills | 180k | 63 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| MCP Server BuildershareAI-lab/learn-claude-code | 78k | 4 repos | ~1.2k | Automated safety check: Pass | MIT | |
| MCP Integration for Pluginsanthropics/claude-plugins-official | 38k | 11 repos | ~3.1k | Automated safety check: Pass | Apache-2.0 | |
| Figma use_figma Plugin API Ruleswarpdotdev/warp | 65k | 4 repos | ~4.4k | Automated safety check: Pass | AGPL-3.0 | |
| Stitch to Remotion Walkthrough Videosgoogle-labs-code/stitch-skills | 8.5k | 6 repos | ~3.2k | Automated safety check: Notes | Apache-2.0 |
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Works with
Questions about Agent QA Result Triage
What does Agent QA Result Triage do?
Triage failed Agent QA runs with MCP evidence, artifacts, logs, fixed failure categories, confidence, and actionable next steps. Agent QA Result Triage is an agent skill from sickn33/agentic-awesome-skills. Triage failed Agent QA runs with MCP evidence, artifacts, logs, fixed failure categories, confidence, and actionable next steps.
How do I install Agent QA Result Triage in Claude Code?
Run `npx skills add sickn33/agentic-awesome-skills --skill agent-qa-result-triage -a claude-code`. Or copy the skill folder (skills/agent-qa-result-triage in sickn33/agentic-awesome-skills) into .claude/skills/agent-qa-result-triage in your project. Claude Code loads it when a task matches its description.
How do I install Agent QA Result Triage in Codex?
Run `npx skills add sickn33/agentic-awesome-skills --skill agent-qa-result-triage -a codex`. Or copy the skill folder (skills/agent-qa-result-triage in sickn33/agentic-awesome-skills) into .agents/skills/agent-qa-result-triage in your project. Codex loads it when a task matches its description.
Can I use Agent QA Result Triage 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 sickn33/agentic-awesome-skills --skill agent-qa-result-triage -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/agent-qa-result-triage, .gemini/skills/agent-qa-result-triage, .github/skills/agent-qa-result-triage and .opencode/skills/agent-qa-result-triage in your project.
What does Agent QA Result Triage need to run?
SKILL.md names no scripts, command-line tools or credentials: Agent QA Result Triage is instructions for the agent only.
Does Agent QA Result Triage 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 Agent QA Result Triage 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 Agent QA Result Triage use?
Agent QA Result Triage 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 Agent QA Result Triage use?
About 805 tokens (SKILL.md is roughly 3.2k 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 307 tokens, read only when the agent opens those files.
What are the alternatives to Agent QA Result Triage?
Skills that share tags, products or a category with Agent QA Result Triage: MCP Server Builder (anthropics/skills, 180k stars), MCP Server Builder (shareAI-lab/learn-claude-code, 78k stars), MCP Integration for Plugins (anthropics/claude-plugins-official, 38k stars) and Figma use_figma Plugin API Rules (warpdotdev/warp, 65k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Agent QA Result Triage?
sickn33 (a GitHub user) maintains it in sickn33/agentic-awesome-skills, which has 47,405 GitHub stars. The repository holds 1,497 skills in this directory. The repository was last updated on October 9, 2026.
Source: sickn33/agentic-awesome-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.