GitHub

Organize gh-aw Go code with guidance on splitting files by function, placing shared helpers, and keeping tests near implementations. It also explains string cleanup conventions and replacement implementations for features unavailable in WebAssembly builds.

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• Splitting large Go files by responsibility
• Choosing where to place shared helper functions
• Distinguishing character cleanup from format normalization

Handle pull request review feedback by collecting comments, grouping requests, planning fixes, and validating changes before replying. The workflow covers team members and trusted GitHub automation, with individual replies and resolution of addressed discussion threads.

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• Planning responses to accumulated pull request feedback
• Addressing review comments from Copilot and GitHub Actions
• Replying to each comment and resolving addressed threads

Add a new safe-output message type to gh-aw, connecting configuration validation, Go parsing, and JavaScript rendering. Follow the required updates through tests, exports, documentation, and generated action bundles so the message reaches workflow output.

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• Add a new safe-output message type to gh-aw
• Support custom templates with placeholders
• Test default and customized message output

Design metrics that measure whether a workflow achieved its intended outcome using recorded session evidence. Choose built-in checks or custom JavaScript, retain suitable Bash evaluators, and define tests that distinguish success, failure, and missing evidence.

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• Define outcome metrics for a workflow
• Build evaluators from recorded session evidence
• Migrate existing Bash evaluators

Query GitHub issues and extract or summarize selected fields using jq, a JSON filtering tool. Inspect data structure and size before retrieving detailed results, then filter by status, author, labels, comments, or creation date.

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• Finding issues with a specific label or author
• Counting retrieved issues by status
• Identifying old issues or active discussions

Troubleshoot npm download failures on Microsoft's corporate network or VPN using the 1ES public package feed. It covers registry access, approved proxies, and certificate trust, preserving locked dependency versions and reporting network blockers when recovery fails.

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• Retrying blocked npm downloads through the 1ES public feed
• Diagnosing proxy and corporate certificate errors
• Preparing failure details for an IT access request

Query GitHub pull requests by author, status, or review needs, and extract selected fields as JSON. Inspect the data structure and size first, then use jq, a JSON filtering tool, to refine results.

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• Find pull requests awaiting review
• List pull request numbers and titles by author
• Identify pull requests with many changed files

Publish gh-aw changes as a draft pull request from a GitHub Copilot cloud agent. The workflow checks repository templates, runs required local validation, commits and pushes through runtime tools, and records the validation results in the PR.

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• Publishing validated gh-aw changes as a draft pull request
• Preparing a PR body using the repository template
• Recording passed validation commands in a pull request

Review GitHub security advisories, verify fixed versions, and update compatibility rules with narrowly scoped changes. Document upgrade steps and check that version blocking, warnings, and related configuration behave as intended.

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• Setting a minimum version after a security advisory
• Blocking only specifically identified vulnerable versions
• Documenting upgrade and regeneration steps

Investigate failed gh-aw workflows using existing logs and audit reports. Identify missing tools, authentication failures, permission issues, network restrictions, and timeout causes, then guide fixes through source review and controlled validation.

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• Investigating a failed workflow run
• Separating authentication failures from permission errors
• Checking whether the same error recurs across runs

Design error recovery for gh-aw workflows, including failed installations and API calls. Define retry limits, increasing wait times, error categories, and debug logs to handle temporary failures and prevent endless retries.

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• Add bounded retries to network operations
• Plan recovery from installation failures
• Handle GitHub API rate limits

Use concrete JSON and Markdown examples to structure Sergo tool caches, strategy histories, improvement tasks, and reports. The templates show which fields to record and how to organize findings for review.

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• Formatting a cached snapshot of available tools
• Recording analysis strategies and their results
• Structuring improvement tasks and analysis reports

Implement and test Go codemods, automated migration routines used by gh aw fix. The guide covers targeted configuration changes, preserving comments and document content, safe repeated execution, and checks for registration and execution order.

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• Add a migration for deprecated configuration
• Update an existing migration routine
• Test preservation of comments and formatting

Guides the refactoring of large JavaScript files into smaller CommonJS modules within gh-aw. It covers source placement, function exports, tests, and action builds so extracted code remains testable and is included in generated actions.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Splitting a large JavaScript file by responsibility
• Extracting utilities shared across workflows
• Adding tests for extracted modules

Analyze token usage and AI costs in GitHub Agentic Workflows, identify expensive steps and budget or timeout failures, and develop prioritized improvements checked against the original workflow’s output quality.

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• Investigating runs that exceed their AI budget
• Reducing costs in frequently scheduled workflows
• Reviewing workflows that hit time or turn limits

Review regular expressions used to detect errors in agent engines. Check for empty matches, test patterns against real logs, and add safeguards against repeated matches that can cause JavaScript loops to hang.

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• Review new error detection patterns
• Test patterns against empty strings
• Check detection using real error logs

Analyze gh-aw execution traces, which record individual processing steps, to investigate slow or failing workflows. Using local JSONL files or telemetry backends, the skill checks timing, errors, missing attributes, and trace connections to support focused improvements.

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• Investigating slow workflow or agent runs
• Comparing errors across workflows and execution engines
• Finding missing trace attributes or broken connections

Query GitHub Discussions and extract titles, authors, categories, or answer status. First inspect the data structure and size, then use jq, a JSON filtering tool, to select relevant discussions, sort updates, or count entries by category.

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• List unanswered discussions
• Filter discussions by author or category
• Count discussions by category

Review and implement gh-aw workflows and Go code with security checks for untrusted input, shell commands, dependency versions, and permissions. The skill also covers event-specific conditions and tools that inspect workflows for errors and security risks without running them.

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• Reviewing issue and PR input handling for injection risks
• Checking conditions in workflows with multiple event triggers
• Reviewing action version pins and job permissions

Add custom Go code checkers to gh-aw, with guidance on tests, registration, and running all checks. Handle equivalent syntax consistently and optionally limit performance rules using test coverage, which records which code tests execute.

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• Adding a custom Go code checking rule
• Testing rules against equivalent syntax forms
• Registering a checker in the shared runner

Guide gh-aw release preparation and assess whether command-line changes break existing usage. The reference covers changesets, which record release changes, version previews, release steps, firewall log classification, and summaries of Go module usage.

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• Preview a release version and changelog
• Assess command-line compatibility and changeset types
• Interpret allowed and blocked traffic in firewall logs

Build and troubleshoot canvas extensions displayed in the GitHub Copilot app's side panel. Follow guidance for scaffolding, implementing actions and inputs, preserving state, matching app themes, and checking behavior through canvas tools and extension logs.

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• Create a canvas extension for the side panel
• Check actions and input validation
• Investigate extension loading failures

Resolve merge conflicts in generated workflow lock files by rebuilding them from merged Markdown sources. The skill checks for leftover conflict markers, stages regenerated files, and verifies that unresolved paths and whitespace errors are cleared.

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• Merging origin/main when only workflow lock files conflict
• Resuming a merge after resolving source conflicts
• Checking workflow Markdown for leftover conflict markers

Configure Skillz in Docker to expose SKILL.md instructions, resources, and helper scripts as tools for MCP clients, applications that connect to tool servers. Covers skill folder layouts, ZIP packaging, environment variables, and workflow integration.

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• Connect skills to GitHub Agentic Workflows
• Configure Skillz with Docker
• Organize skill folders and ZIP archives