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 JunMystery/Agent-Guidance-Python --skill github-opsgit clone --depth 1 https://github.com/JunMystery/Agent-Guidance-PythonWrote 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/junmystery/agent-guidance-python/github-ops)<a href="https://agentmods.dev/skills/junmystery/agent-guidance-python/github-ops"><img src="https://agentmods.dev/badge/skills/junmystery/agent-guidance-python/github-ops/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/junmystery/agent-guidance-python/github-ops"><img src="https://agentmods.dev/badge/skills/junmystery/agent-guidance-python/github-ops.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00071 | $0.01153 |
| Opus 5.5 | $0.00028 | $0.00461 |
| Sonnet 5.5 | $0.00014 | $0.00231 |
| Haiku 4.5 | $0.00007 | $0.00115 |
Grade A, and why
github-ops 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.
This is a copy
94% identical to github-ops — 29 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 146 lines — stays where its author put it; the contents beside it link to each section on GitHub.
GitHub Operations
Manage GitHub repositories with a focus on community health, CI reliability, and contributor experience.
When to Activate
- Triaging issues (classifying, labeling, responding, deduplicating)
- Managing PRs (review status, CI checks, stale PRs, merge readiness)
- Debugging CI/CD failures
- Preparing releases and changelogs
- Monitoring Dependabot and security alerts
- Managing contributor experience on open-source projects
- User says "check GitHub", "triage issues", "review PRs", "merge", "release", "CI is broken"
Tool Requirements
- gh CLI for all GitHub API operations
- Repository access configured via
gh auth login
Issue Triage
Classify each issue by type and priority:
Types: bug, feature-request, question, documentation, enhancement, duplicate, invalid, good-first-issue
Priority: critical (breaking/security), high (significant impact), medium (nice to have), low (cosmetic)
Triage Workflow
- Read the issue title, body, and comments
- Check if it duplicates an existing issue (search by keywords)
- Apply appropriate labels via
gh issue edit --add-label - For questions: draft and post a helpful response
- For bugs needing more info: ask for reproduction steps
- For good first issues: add
good-first-issuelabel - For duplicates: comment with link to original, add
duplicatelabel
# Search for potential duplicates
gh issue list --search "keyword" --state all --limit 20
# Add labels
gh issue edit <number> --add-label "bug,high-priority"
# Comment on issue
gh issue comment <number> --body "Thanks for reporting. Could you share reproduction steps?"
PR Management
Review Checklist
- Check CI status:
gh pr checks <number> - Check if mergeable:
gh pr view <number> --json mergeable - Check age and last activity
- Flag PRs >5 days with no review
- For community PRs: ensure they have tests and follow conventions
Stale Policy
- Issues with no activity in 14+ days: add
stalelabel, comment asking for update - PRs with no activity in 7+ days: comment asking if still active
- Auto-close stale issues after 30 days with no response (add
closed-stalelabel)
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 First seen · 146 lines · 71 tokens per session scan A 0688938f4d45
github-ops is a skill published in the GitHub repository JunMystery/Agent-Guidance-Python (2 stars, last pushed 3mo ago), licensed MIT. It adds 71 tokens to every session and 1,153 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 94% identical to github-ops, differing in 29 lines, and is treated as a copy.
Other skills, from other repositories
github-release-management
Comprehensive GitHub release orchestration with AI swarm coordination for automated versioning, testing, deployment, and rollback management.
agent-github-modes
Agent skill for github-modes - invoke with $agent-github-modes.
seed-snapshot-release
An automated workflow for creating and tracking a snapshot release of the pull request on the current branch. A snapshot release is a temporary package build used for testing a branch before a normal release.
cmux-release
Prefer the /release command. It determines the new version (minor by default), gathers the Changelog line from each PR merged since the last stable tag, updates CHANGELOG.md, runs ./scripts/bump-version.sh, commits, runs ./scripts/release-pretag-guard.sh, then tags and pushes.
release-ci
Release automation, CI workflows, release-please configuration, contribution gate, and lockfile formatting in quota-axi.
release-readiness-check
Verify all prerequisites are met before a release by checking PRs, CI/CD status, environment health, and blocking issues across GitHub, ArgoCD, and Jira. Use before cutting a release, deploying to production, or during release planning.