Apache Magpie is a framework of agent-assisted workflows for maintaining Apache software projects, including issue triage, pull-request review, contributor mentoring, and security-report handling. Apache maintainers and developers use it to delegate repetitive project work to coding agents while retaining human review. Its catalogue entries are the skills, instructions, plugin, and settings that implement 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 apache/magpie --skill setup-isolated-setup-installgit clone --depth 1 https://github.com/apache/magpieWrote 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/apache/magpie/setup-isolated-setup-install)<a href="https://agentmods.dev/skills/apache/magpie/setup-isolated-setup-install"><img src="https://agentmods.dev/badge/skills/apache/magpie/setup-isolated-setup-install.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 | $0.00071 | $0.06965 |
| Opus 5 | $0.00036 | $0.03483 |
| Sonnet 5 | $0.00014 | $0.01393 |
| Haiku 4.5 | $0.00007 | $0.00696 |
Grade B, and why
magpie-setup-isolated-setup-install scanned grade B with 1 finding 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 3d 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.
Reads agent configuration directoriesmediumAgent snooping
.claude/, .codex/, .gemini/ hold keys, settings and other credentials a mod has no legitimate need for.
user-scope `~/.claude/settings.json`, the skill *diffs* the How it starts
The opening of the file, as written. The whole thing — 578 lines — stays where its author put it; the contents beside it link to each section on GitHub.
setup-isolated-setup-install
Runtime routing (run before the Claude-specific procedure)
Determine the active harness from the session metadata and executable. When it
is Codex, follow the install lifecycle in
docs/adapters/codex.md, including the
project profile merge, static lint, project trust, and agent-iso codex
steps. Do not write Claude settings or report a missing .claude file as a
Codex failure. After completing the Codex branch, stop; the remainder of this
skill is the Claude Code branch.
When the harness is Claude Code, continue below. If the harness cannot be determined, ask once rather than applying one runtime's policy to another.
This skill is the on-ramp for adopters who do not yet have the
secure setup running. It is a thin walkthrough wrapper around the
canonical install path documented in
docs/setup/secure-agent-setup.md. The
authoritative content lives there; this skill exists so an adopter
can say "set up the secure agent setup" in a fresh session and
land in the right step-by-step flow without first reading the
document.
Adopter overrides
Before running the default behaviour documented
below, this skill consults
.apache-magpie-local/setup-isolated-setup-install.md (personal, gitignored) and .apache-magpie-overrides/setup-isolated-setup-install.md (committed, project-wide)
in the adopter repo if it exists, and applies any
agent-readable overrides it finds. See
docs/setup/agentic-overrides.md
for the contract — what overrides may contain, hard
rules, the reconciliation flow on framework upgrade,
upstreaming guidance.
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.
- 3d ago First seen · 578 lines · 71 tokens per session scan B 4f27f272e10d
magpie-setup-isolated-setup-install is a skill published in the GitHub repository apache/magpie (87 stars, last pushed 5d ago), licensed Apache-2.0. It adds 71 tokens to every session and 6,965 once invoked, about $0.0004 per session on Opus 5. A static security scan graded it B with 1 finding (reads agent configuration directories). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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