gh-aw

Conversational skill that interviews users to design new agentic workflows

Route gh-aw workflow design/create/debug/upgrade requests to the right prompts.

Analyze and reduce token consumption in agentic workflows — guardrail-specific entry points, measurement, and optimization techniques.

Implement secret-safe HTTP headers for MCP transport in gh-aw.

Review code that performs git or gh operations against repository checkouts in gh-aw, checking that the right credentials are available at the right time and that sparseness, shallowness and credential-free factors are properly considered.

Teach Copilot how to plan, address, and respond to pull request review feedback.

Query GitHub pull requests with jq filtering and reusable selectors.

Prepare an open pull request for merge from a GitHub Copilot cloud agent. Drives Reviews, local validation, and Mergeable to a ready state. Does not merge, and cannot trigger CI.

Rewrite prompts for minimal tokens, maximal clarity, and low ambiguity for LLM consumption.

Optional Sergo examples for cache formats and reporting templates.

Write clear GitHub Actions step summaries with progressive disclosure.

Core developer rules and coding conventions for gh-aw changes.

Implement and test Go codemods for the gh aw fix command.

Infer JSON structure and types with jq-based schema discovery.

List GitHub repository labels with per_page pagination support.

List GitHub Actions workflows with per_page pagination support.

Write consistent, actionable validation error messages in gh-aw.

Format reports with HTML details/summary blocks for readable output.

Normalize SKILL.md artifacts into Scheduling-Structural-Logical (SSL) JSON representations using a conservative multi-pass extraction pipeline.

Add and validate custom Go analysis linters in gh-aw.

Generate a new pkg/linters analyzer from a merged or open PR pattern.

Upgrade gh-aw to latest gh-aw-firewall release and identify follow-up spec tasks.

Use Go struct tags to render styled terminal output in gh-aw.

Define and validate GitHub custom agent files, prompts, and examples.

Debug gh-aw workflows using run logs, audits, and failure triage.

Write concise Diataxis docs for gh-aw with Starlight markdown conventions.

Apply safe error-pattern matching rules for agentic engines.

Use gh agent-session commands to inspect and manage agent sessions.

Use gh agent-task commands to create, run, and monitor agent tasks.

Practical tips for reviewing and improving Copilot agent PRs.

Query GitHub discussions with jq filtering and reusable selectors.

Query GitHub issues with jq filtering and reusable selectors.

Reference for GitHub MCP server tools, methods, and usage patterns.

Write robust JavaScript for GitHub Actions github-script steps.

Split large JavaScript files into maintainable modules safely.

Add new safe-output message types and wire validation/rendering.

Analyze gh-aw OpenTelemetry traces from JSONL mirrors or OTLP backends.

Run and integrate Skillz MCP server with Docker for skill execution.

Add temporary ID support to safe-output jobs end to end.