Burla Parallel Dev Clusters
Burla-Cloud/burla
Sets up an isolated Burla dev cluster per git worktree so several agents can work in parallel, and explains when to use local-dev or remote-dev.
Debug Output SDK workflow issues. An agent skill from growthxai/output.
$ npx skills add growthxai/output --skill output-debug-workflow -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install growthxai/output output-debug-workflow --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/growthxai/output.git skills-src && mkdir -p .claude/skills && cp -r skills-src/coding_assistants/claude/plugins/outputai/skills/output-debug-workflow .claude/skills/output-debug-workflow && 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 "output-debug-workflow" agent skill from https://github.com/growthxai/output/tree/main/coding_assistants/claude/plugins/outputai/skills/output-debug-workflow into .claude/skills/output-debug-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "output-debug-workflow", 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/growthxai/output/tree/main/coding_assistants/claude/plugins/outputai/skills/output-debug-workflowType 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 growthxai/output --skill output-debug-workflow -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install growthxai/output output-debug-workflow --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/growthxai/output.git skills-src && mkdir -p .agents/skills && cp -r skills-src/coding_assistants/claude/plugins/outputai/skills/output-debug-workflow .agents/skills/output-debug-workflow && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "output-debug-workflow" agent skill from https://github.com/growthxai/output/tree/main/coding_assistants/claude/plugins/outputai/skills/output-debug-workflow into .agents/skills/output-debug-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "output-debug-workflow", 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 growthxai/output --skill output-debug-workflow -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install growthxai/output output-debug-workflow --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/growthxai/output.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/coding_assistants/claude/plugins/outputai/skills/output-debug-workflow .cursor/skills/output-debug-workflow && 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 "output-debug-workflow" agent skill from https://github.com/growthxai/output/tree/main/coding_assistants/claude/plugins/outputai/skills/output-debug-workflow into .cursor/skills/output-debug-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "output-debug-workflow", 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/growthxai/output.git --path coding_assistants/claude/plugins/outputai/skills/output-debug-workflow--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 growthxai/output --skill output-debug-workflow -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install growthxai/output output-debug-workflow --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/growthxai/output.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/coding_assistants/claude/plugins/outputai/skills/output-debug-workflow .gemini/skills/output-debug-workflow && 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 "output-debug-workflow" agent skill from https://github.com/growthxai/output/tree/main/coding_assistants/claude/plugins/outputai/skills/output-debug-workflow into .gemini/skills/output-debug-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "output-debug-workflow", 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 growthxai/output output-debug-workflowInstalls 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 growthxai/output --skill output-debug-workflow -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/growthxai/output.git skills-src && mkdir -p .github/skills && cp -r skills-src/coding_assistants/claude/plugins/outputai/skills/output-debug-workflow .github/skills/output-debug-workflow && 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 "output-debug-workflow" agent skill from https://github.com/growthxai/output/tree/main/coding_assistants/claude/plugins/outputai/skills/output-debug-workflow into .github/skills/output-debug-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "output-debug-workflow", 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 growthxai/output --skill output-debug-workflow -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install growthxai/output output-debug-workflow --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/growthxai/output.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/coding_assistants/claude/plugins/outputai/skills/output-debug-workflow .opencode/skills/output-debug-workflow && 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 "output-debug-workflow" agent skill from https://github.com/growthxai/output/tree/main/coding_assistants/claude/plugins/outputai/skills/output-debug-workflow into .opencode/skills/output-debug-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "output-debug-workflow", 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.
output-debug-workflowDebug Output SDK workflow issues. An agent skill from growthxai/output.
Output Debug Workflow is an agent skill from growthxai/output. Debug Output SDK workflow issues. Use when user reports a workflow failing, erroring, hanging, producing wrong results, or asks to debug, troubleshoot, or investigate a workflow execution.
Its SKILL.md is about 1.5k 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 Development, covering Debugging. It works with Docker. The repository describes itself as: The open-source TypeScript framework for building AI workflows and agents. Designed for Claude Code describe what you want, Claude builds it, with all the best practices already… The licence is Apache-2.0.
4 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 52b51ac. 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:
npxcurldockerFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use npx, curl and docker, which can reach the network depending on how they are called.
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.
Output Debug Workflow loads about 1.5k tokens when it runs. Until then it costs about 53 tokens; SKILL.md has 501 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 growthxai/output at commit 52b51ac, republished under its Apache-2.0 licence (© growthxai). 501 words, ~1,531 tokens.
.claude/skills/output-debug-workflow/SKILL.md (or your agent's skills folder).Your task is to systematically debug an Output SDK workflow issue in a local development environment.
The arguments the user provided describe the problem they're experiencing, and may include a specific workflow ID.
Use the todo tool to track your progress through the debugging process.
Follow a systematic approach to identify and resolve workflow execution issues: verify infrastructure, gather evidence, analyze traces, and apply targeted fixes.
<pre_flight_check>
EXECUTE: Claude Skill: output-meta-pre-flight
</pre_flight_check>
<process_flow>
<step number="1" name="verify_services">
Before debugging, confirm that all required services are operational. The output-services-check skill provides comprehensive guidance.
<verification_commands>
# Check Docker containers are running
docker ps | grep output
# Verify Output services respond
curl -s http://localhost:3001/health || echo "API not responding"
# Check Temporal UI is accessible
curl -s http://localhost:8080 > /dev/null && echo "Temporal UI accessible" || echo "Temporal UI not accessible"</verification_commands>
<decision_tree> IF docker_not_running: RUN: docker compose up -d WAIT: for services to start (30-60 seconds) IF output_dev_not_running: RUN: npx output dev WAIT: for services to initialize IF all_services_running: PROCEED: to step 2 </decision_tree>
Expected State:
output are runninghttp://localhost:3001http://localhost:8080</step>
<step number="2" name="list_workflow_runs">
Identify the failing workflow execution by listing recent runs. The output-workflow-runs-list skill provides detailed filtering guidance.
<list_commands>
# List all recent workflow runs
npx output workflow runs list
# Filter by specific workflow type (if known)
npx output workflow runs list <workflowName>
# Get detailed JSON output for analysis
npx output workflow runs list --json
# Limit results to most recent
npx output workflow runs list --limit 10</list_commands>
<identification_criteria> Look for:
<decision_tree>
IF user_provided_workflow_id:
USE: provided workflow ID
PROCEED: to step 3
IF failed_runs_found:
SELECT: most recent failed run
NOTE: workflow ID from output
PROCEED: to step 3
IF no_runs_found:
CHECK: workflow exists with npx output workflow list
IF workflow_not_found:
REPORT: workflow doesn't exist
SUGGEST: verify workflow name and location
ELSE:
SUGGEST: run the workflow with npx output workflow run <name>
</decision_tree>
</step>
<step number="3" name="debug_workflow" subagent="workflow-debugger">
Retrieve and analyze the execution trace for the identified workflow. The output-workflow-trace skill provides analysis techniques.
<debug_commands>
# Display execution trace (text format)
npx output workflow debug <workflowId>
# Display full untruncated trace (JSON format) - recommended for detailed analysis
npx output workflow debug <workflowId> --json</debug_commands>
Tip: Use --json for complete trace data without truncation.
<analysis_checklist>
<temporal_ui_guidance> For visual workflow inspection, open the Temporal Web UI at http://localhost:8080:
</step>
<step number="4" name="suggest_fixes" subagent="workflow-quality">
Based on the trace analysis, identify the error pattern and suggest targeted fixes. Claude will invoke the relevant error skill based on symptoms.
<error_matching>
| Symptom | Skill |
|---|---|
| "incompatible schema" errors, type errors | output-error-zod-import |
| Replay failures, inconsistent results | output-error-nondeterminism |
| Retries not working, errors swallowed | output-error-try-catch |
| Type errors, undefined properties at step boundaries | output-error-missing-schemas |
| Workflow hangs, determinism errors | output-error-direct-io |
| Untraced requests, axios errors | output-error-http-client |
</error_matching>
<decision_tree> IF error_matches_known_pattern: INVOKE: relevant error skill for detailed fix ELSE: CONSULT: workflow-quality subagent for additional patterns SUGGEST: Manual trace inspection in Temporal UI </decision_tree>
<verification>
After applying fix:
```bash
# Re-run the workflow to verify
npx output workflow run <workflowName> --input '<json>'
npx output workflow start <workflowName> --input '<json>'
npx output workflow status <workflowId>
npx output workflow result <workflowId>
npx output workflow reset <workflowId> --step <lastGoodStep> --reason "<fix description>"
For targeted rerun after fixing a downstream step, see the `output-workflow-reset` skill.
</verification>
</step>
</process_flow>
<post_flight_check>
EXECUTE: Claude Skill: `output-meta-post-flight`
</post_flight_check>
---- START ----
Use the problem description and any optional workflow ID the user provided.© growthxai, Apache-2.0. 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 coding_assistants/claude/plugins/outputai/skills/output-debug-workflow of growthxai/output.
Open the folder on GitHubat commit 52b51ac
Output Debug Workflow 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 |
|---|---|---|---|---|---|---|
| Output Debug Workflow this skillgrowthxai/output | 440 | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | |
| Burla Parallel Dev ClustersBurla-Cloud/burla | 263 | — | ~1.6k | Automated safety check: Pass | Custom licence | |
| Code Reviewaide-family/moon | 253 | — | ~815 | Automated safety check: Pass | None | |
| Dotnet Debuggingnovotnyllc/dotnet-artisan | 233 | — | ~2.1k | Automated safety check: Pass | MIT | |
| Zizkadb Dev SetupZIZKA-AI-SL/ZizkaDB | 123 | — | ~535 | Automated safety check: Notes | Custom licence | |
| Linux Vm Testnubjs/nub | 4.4k | — | ~986 | Automated safety check: Pass | MIT |
Burla-Cloud/burla
Sets up an isolated Burla dev cluster per git worktree so several agents can work in parallel, and explains when to use local-dev or remote-dev.
aide-family/moon
Reviews code for correctness and potential bugs, pinpoints bug locations by file and line, and suggests concrete fixes.
novotnyllc/dotnet-artisan
Debugs Windows and Linux/macOS applications (native, .NET/CLR, mixed-mode) with WinDbg MCP (crash dumps, !analyze, !syncblk, !dlk, !runaway, !dumpheap, !gcroot, BSOD), dotnet-dump, lldb with SOS…
ZIZKA-AI-SL/ZizkaDB
Set up and start the local ZizkaDB development stack. An agent skill from ZIZKA-AI-SL/ZizkaDB.
nubjs/nub
Run ad-hoc Nub tests and debugging probes on real local Linux guests.
github/gh-aw-firewall
Practical Python scripts for debugging awf - parse logs, diagnose issues, inspect containers, test domains
growthxai/output
Zod schema constraints that Anthropic rejects or silently ignores when sent as structured-output tool definitions via aiSdk.Output.object().
growthxai/output
Implement an Output SDK workflow from a plan document. An agent skill from growthxai/output.
growthxai/output
View, edit, and set encrypted credentials in an Output.ai project.
growthxai/output
Wire encrypted credentials to environment variables using the credential: convention.
growthxai/output
Initialize encrypted credentials for an Output.ai project. An agent skill from growthxai/output.
growthxai/output
Use the Agent class for multi-step tool loops, conversation history, streaming progress, and reusable LLM agents.
Works with
Categories
Debug Output SDK workflow issues. An agent skill from growthxai/output. Output Debug Workflow is an agent skill from growthxai/output. Debug Output SDK workflow issues.
Output Debug Workflow fits situations like: user reports a workflow failing; producing wrong results; investigate a workflow execution.
Run `npx skills add growthxai/output --skill output-debug-workflow -a claude-code`. Or copy the skill folder (coding_assistants/claude/plugins/outputai/skills/output-debug-workflow in growthxai/output) into .claude/skills/output-debug-workflow in your project. Claude Code loads it when a task matches its description.
Run `npx skills add growthxai/output --skill output-debug-workflow -a codex`. Or copy the skill folder (coding_assistants/claude/plugins/outputai/skills/output-debug-workflow in growthxai/output) into .agents/skills/output-debug-workflow 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 growthxai/output --skill output-debug-workflow -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/output-debug-workflow, .gemini/skills/output-debug-workflow, .github/skills/output-debug-workflow and .opencode/skills/output-debug-workflow in your project.
Going by SKILL.md and its folder, Output Debug Workflow needs the command-line tools its instructions call (npx, curl and docker). Our summary lists: Node.js; Docker.
SKILL.md contains no URLs. Its commands use npx, curl and docker, which can reach the network depending on how they are called. 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.
Output Debug Workflow is published under the Apache-2.0 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 Output Debug Workflow: Burla Parallel Dev Clusters (Burla-Cloud/burla, 263 stars), Code Review (aide-family/moon, 253 stars), Dotnet Debugging (novotnyllc/dotnet-artisan, 233 stars) and Zizkadb Dev Setup (ZIZKA-AI-SL/ZizkaDB, 123 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
growthxai (a GitHub organization) maintains it in growthxai/output, which has 440 GitHub stars. The repository holds 52 skills in this directory. The repository was last updated on October 7, 2026.
Source: growthxai/output on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.