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 asteasolutions/ai-toolkit --skill setupgit clone --depth 1 https://github.com/asteasolutions/ai-toolkitWrote 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/asteasolutions/ai-toolkit/setup)<a href="https://agentmods.dev/skills/asteasolutions/ai-toolkit/setup"><img src="https://agentmods.dev/badge/skills/asteasolutions/ai-toolkit/setup/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/asteasolutions/ai-toolkit/setup"><img src="https://agentmods.dev/badge/skills/asteasolutions/ai-toolkit/setup.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 | $0.00049 | $0.02083 |
| Opus 5.5 | $0.00020 | $0.00833 |
| Sonnet 5.5 | $0.00010 | $0.00417 |
| Haiku 4.5 | $0.00005 | $0.00208 |
Grade A, and why
setup 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 2mo 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 — 136 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Setup — project or fully AI-enable a repo
Project an existing Claude Code setup to GitHub Copilot, or lay the full minimal set of artifacts that make a repo behave effectively under both harnesses. Full setup ships with the developer-led method as its baseline; the /helm loop is its centre of gravity, not its boundary.
The installed layout is the harness-agnostic blueprint: AGENTS.md is the single source of shared instructions, .claude/ directories are the sources of truth for skills/agents/rules, and committed VS Code settings bridge Copilot to both. This flow targets Claude Code and GitHub Copilot only. Full design lives in references/blueprint.md — inside this skill, no external docs required.
This is prompt-driven, not a script. Present the path choice first. Then explore, preview, confirm, and write only what that path permits.
Scope. Handles both greenfield (clean repo) and brownfield (existing AI config). Brownfield is a migration: a gated conversion of what's there into the canonical layout, one declinable move at a time — see
references/migration.md.
Agent / rule projection. Both paths follow
PROJECTION.mdfirst — the bundled CLI generates owned.github/mirrors. Do not hand-sync.
The canonical layout
repo/
├── AGENTS.md # single source of shared instructions, all harnesses
├── CLAUDE.md # real file: "@AGENTS.md" import + Claude-only extras (not a symlink)
├── .vscode/settings.json # committed chat.* settings that wire Copilot (pinned by harness-projection sync)
├── .claude/
│ ├── skills/ # skills home — Claude reads it natively, Copilot via chat.agentSkillsLocations
│ ├── agents/ # source of truth for agent definitions (created by migration only)
│ └── rules/ # source of truth for path-scoped rules (created by migration only)
├── .github/
│ ├── agents/ # derived from .claude/agents/ via harness-projection (do not edit)
│ └── instructions/ # derived from .claude/rules/ via harness-projection (do not edit)
└── .gitignore # .scratch/ ignored
What ships with it
41 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.
- assets/AGENTS.md 3.3 KB
- assets/CLAUDE.md 197 B
- LICENSE 1.0 KB
- MAINTAINERS.md 2.0 KB
- PROJECTION.md 5.5 KB
- references/blueprint.md 7.5 KB
- references/discovery.md 3.6 KB
- references/migration.md 7.0 KB
- references/projection-guide.html 40 KB
- scripts/harness-projection.mjs 380 KB runs code
- scripts/sync-setup-bundle.sh 4.2 KB runs code
- scripts/verify-install.sh 5.7 KB runs code
- templates/codebase-design/agents/openai.yaml 102 B
- templates/codebase-design/DEEPENING.md 2.5 KB
- templates/codebase-design/DESIGN-IT-TWICE.md 2.7 KB
- templates/codebase-design/LICENSE 1.1 KB
- templates/codebase-design/SKILL.md 6.3 KB
- templates/diagnosing-bugs/LICENSE 1.1 KB
- templates/diagnosing-bugs/scripts/hitl-loop.template.sh 1.1 KB runs code
- templates/diagnosing-bugs/SKILL.md 8.4 KB
- templates/grill-me/LICENSE 1.1 KB
- templates/grill-me/SKILL.md 878 B
- templates/helm/LICENSE 1.0 KB
- templates/helm/references/artifacts.md 2.0 KB
- templates/helm/references/context-layer.md 906 B
- templates/helm/SKILL.md 6.8 KB
- templates/improve-codebase-architecture/agents/openai.yaml 166 B
- templates/improve-codebase-architecture/HTML-REPORT.md 6.5 KB
- templates/improve-codebase-architecture/LICENSE 1.1 KB
- templates/improve-codebase-architecture/SKILL.md 6.0 KB
- templates/reconcile/LICENSE 1.0 KB
- templates/reconcile/SKILL.md 2.9 KB
- templates/tdd/LICENSE 1.1 KB
- templates/tdd/mocking.md 1.4 KB
- templates/tdd/refactoring.md 387 B
- templates/tdd/SKILL.md 4.3 KB
- templates/tdd/tests.md 1.6 KB
- templates/to-spec/LICENSE 1.1 KB
- templates/to-spec/SKILL.md 2.4 KB
- templates/to-tickets/LICENSE 1.1 KB
- templates/to-tickets/SKILL.md 3.0 KB
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.
- 2mo ago First seen · 136 lines · 49 tokens per session scan A 685b0c32b0d6
setup is a skill published in the GitHub repository asteasolutions/ai-toolkit (5 stars, last pushed 1mo ago), licensed MIT. It adds 49 tokens to every session and 2,083 once invoked, about $0.0002 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 2026-08-31.
setup compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| setupasteasolutions/ai-toolkit | Skill | 5 | 1mo ago | MIT | A | 49 | Claude Code, Codex |
| imagegenopenai/codex | Skill | 134k | today | Apache-2.0 | A | 113 | Codex |
| local-ai-agentsmicrosoft/ai-agents-for-beginners | Skill | 79k | today | MIT | A | 200 | Claude Code, Codex |
| playwright-climicrosoft/playwright | Skill | 99k | today | Apache-2.0 | A | 19 | Claude Code |
| systematic-debuggingobra/superpowers | Skill | 314k | 4d ago | MIT | A | 21 | Claude Code |
| next-cache-components-adoptionvercel/next.js | Skill | 143k | today | MIT | A | 95 | Claude Code |
| chat-pet-sprite-creationmicrosoft/vscode | Skill | 195k | today | MIT | A | 53 | Claude Code, Codex |