GSD Pi is a command-line coding agent and project workflow system that plans, implements, verifies, and tracks software work through milestones, tasks, Git worktrees, and stored project notes. It is for developers who want structured, longer-running agent sessions using different model providers. The catalogue entries extend GSD Pi with skills and agents.
Getting it into your agent
It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.
git clone --depth 1 https://github.com/open-gsd/gsd-pinpx agentmods add skills/open-gsd/gsd-pi/ghWrote 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/open-gsd/gsd-pi/gh)<a href="https://agentmods.dev/skills/open-gsd/gsd-pi/gh"><img src="https://agentmods.dev/badge/skills/open-gsd/gsd-pi/gh.svg" alt="Measured on agentmods" 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 | $0.00141 | $0.02253 |
| Opus 5 | $0.00071 | $0.01126 |
| Sonnet 5 | $0.00028 | $0.00451 |
| Haiku 4.5 | $0.00014 | $0.00225 |
Grade A, and why
gh 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 6d 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 — 277 lines — stays where its author put it; the contents beside it link to each section on GitHub.
GitHub CLI (gh) — Setup and Usage
Purpose
Ensures the GitHub CLI (gh) is available and provides correct usage patterns for AI agents operating in environments where gh may not be pre-installed and where git remotes point to local proxies instead of github.com.
When to Use
ghcommand not found orshutil.which("gh")returns None- Need to interact with GitHub API (issues, PRs, releases, workflows)
- Repository remote does not point to
github.com(proxy environments) - Need authenticated GitHub operations with
GITHUB_TOKEN - Managing GitHub Issues, Projects V2, Milestones, or Labels
Installation
gh is assumed to be already installed via the system package manager:
- macOS:
brew install gh - Windows:
winget install GitHub.cli - Linux (Debian/Ubuntu):
apt install gh
For CI monitoring operations (watching workflow runs, checking statuses, waiting for jobs), use ci_monitor.cjs:
node src/resources/skills/github-workflows/references/gh/scripts/ci_monitor.cjs
Authentication
GITHUB_TOKEN environment variable provides automatic authentication. No manual gh auth login needed.
# Verify authentication
gh auth status
If GITHUB_TOKEN is set, gh authenticates automatically for all API calls.
Repository Detection
<repo_detection>
Git remote points to a local proxy (127.0.0.1), NOT github.com. Every gh command fails without explicit repo specification:
failed to determine base repo: none of the git remotes configured for this
repository point to a known GitHub host.
RULE: Pass -R (or --repo) on EVERY gh command:
gh <command> -R open-gsd/gsd-pi
This applies to ALL gh subcommands: pr, issue, run, api, release, project, etc.
</repo_detection>
Common Commands (v2.87.0)
<gh_commands>
Pull Requests
# List open PRs
gh pr list -R open-gsd/gsd-pi
# View PR details
gh pr view <number> -R open-gsd/gsd-pi
# Check PR CI status
gh pr checks <number> -R open-gsd/gsd-pi
# Create PR
gh pr create -R open-gsd/gsd-pi --title "title" --body "body"
# View PR comments
gh api repos/open-gsd/gsd-pi/pulls/<number>/comments
What ships with it
8 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
- references/issue-stories.md 5.5 KB
- references/labels.md 5.0 KB
- references/milestones.md 4.1 KB
- references/projects-v2.md 4.4 KB
- scripts/experiment_cleanup.py 6.2 KB runs code
- scripts/github_project_setup.py 31 KB runs code
- tests/__init__.py 0 B runs code
- tests/test_github_project_setup.py 24 KB runs code
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.
- 6d ago First seen · 277 lines · 141 tokens per session scan A 722b961e69f0
gh is a skill published in the GitHub repository open-gsd/gsd-pi (1,201 stars, last pushed today), licensed MIT. It adds 141 tokens to every session and 2,253 once invoked, about $0.0007 per session on Opus 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.
Other skills, from other repositories
gsd-quick
Execute a quick task with GSD guarantees (atomic commits, state tracking) but skip optional agents.
gsd-complete-milestone
Archive completed milestone and prepare for next version.
gsd-quick-batch
Batch several /gsd:quick-shaped tasks together — planned, dispatched, and merged as one run.
gsd-workspace
Manage GSD workspaces — create, list, or remove isolated workspace environments.
gsd-inbox
Triage and review open GitHub issues and PRs against project templates and contribution guidelines.
gsd-pause-work
Create context handoff when pausing work mid-phase.