GitHub Agentic Workflows is a GitHub CLI extension that lets developers define AI-assisted repository automation in Markdown and run it through GitHub Actions. It is intended for tasks requiring interpretation or reasoning, such as issue triage, pull-request review, CI investigation, documentation maintenance, and dependency analysis. The catalogue entries provide skills and agents for working with these workflows.
Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add github/gh-aw --skill messagesgit clone --depth 1 https://github.com/github/gh-awWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/github/gh-aw/messages)<a href="https://agentmods.dev/skills/github/gh-aw/messages"><img src="https://agentmods.dev/badge/skills/github/gh-aw/messages/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/github/gh-aw/messages"><img src="https://agentmods.dev/badge/skills/github/gh-aw/messages.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00014 | $0.01582 |
| Opus 5.5 | $0.00006 | $0.00633 |
| Sonnet 5.5 | $0.00003 | $0.00316 |
| Haiku 4.5 | $0.00001 | $0.00158 |
Grade A, and why
messages scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 202 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Adding New Message Types Guide
Use this guide to add a new safe-output message type so it works in the current gh-aw pipeline: frontmatter → schema → Go compiler → JavaScript modules → action/workflow build output.
Overview
The messages system lets workflow authors customize safe-output messages. The current architecture does not rely on the old pkg/workflow/js.go embedding registry for runtime shipping.
Current flow:
- Frontmatter (YAML)
- JSON Schema
- Go Compiler
- JavaScript module under
pkg/workflow/js/oractions/setup/js/ - Action/workflow bundle generation via
make actions-buildor the relevant workflow build path
Step 1: Update JSON Schema
Add the new message field to pkg/parser/schemas/main_workflow_schema.json in the messages object:
{
"messages": {
"properties": {
"my-new-message": {
"type": "string",
"description": "Description of when this message is used. Available placeholders: {placeholder1}, {placeholder2}.",
"examples": [
"Example message with {placeholder1}"
]
}
}
}
}
Key points:
- Use
kebab-casefor the YAML field name (for examplemy-new-message) - Document placeholders in the description
- Provide helpful examples
- Rebuild the schema-backed binary or run the relevant compile checks after changes
Step 2: Update Go Struct
Add the field to SafeOutputMessagesConfig in pkg/workflow/safe_outputs_config_types.go:
type SafeOutputMessagesConfig struct {
// ... existing fields ...
MyNewMessage string `yaml:"my-new-message,omitempty" json:"myNewMessage,omitempty"`
}
Key points:
- Use
CamelCasefor Go field names - Use
kebab-casefor YAML tags - Use
camelCasefor JSON tags - Add
omitemptyto both tags
Step 3: Wire the field in the parser
Add the field to parseMessagesConfig in pkg/workflow/safe_outputs_messages_config.go. Each field is mapped explicitly; simple string fields use extractStringFromMap:
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago Changed · +4 lines 186aa4b21974
- 2mo ago Changed · -115 lines 9cd502565abb
- 2mo ago First seen · 313 lines · 14 tokens per session scan A d24a3c3ebb3a
messages is a skill published in the GitHub repository github/gh-aw (5,579 stars, last pushed yesterday), licensed MIT. It adds 14 tokens to every session and 1,582 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
messages compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| messagesgithub/gh-aw | Skill | 5.6k | yesterday | MIT | A | 14 | Claude Code, Codex |
| watch-prjustincampbell/gh-watch | Skill | 4 | 7d ago | MIT | A | 48 | Claude Code |
| watch-tagjustincampbell/gh-watch | Skill | 4 | 7d ago | MIT | A | 62 | Claude Code |
| watch-branchjustincampbell/gh-watch | Skill | 4 | 7d ago | MIT | A | 45 | Claude Code |
| watch-commitjustincampbell/gh-watch | Skill | 4 | 7d ago | MIT | A | 48 | Claude Code |
| c-githubdaxaur/openpaw | Skill | 177 | 5mo ago | MIT | A | 48 | Claude Code, Codex |
| update-architecture-docsAlexSkrypnyk/scaffold | Skill | 11 | yesterday | GPL-3.0 | A | 46 | Claude Code |