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 security-tracker-stats-dashboardgit 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/security-tracker-stats-dashboard)<a href="https://agentmods.dev/skills/apache/magpie/security-tracker-stats-dashboard"><img src="https://agentmods.dev/badge/skills/apache/magpie/security-tracker-stats-dashboard.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 | $0.00026 | $0.02879 |
| Opus 5 | $0.00013 | $0.01439 |
| Sonnet 5 | $0.00005 | $0.00576 |
| Haiku 4.5 | $0.00003 | $0.00288 |
Grade A, and why
magpie-security-tracker-stats-dashboard 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 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.
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 — 268 lines — stays where its author put it; the contents beside it link to each section on GitHub.
security-tracker-stats-dashboard
Read-only skill that renders a self-contained HTML page summarising
the state of <tracker> over time. The skill wraps the
tools/security-tracker-stats-dashboard/
runtime tool — both the slash-command path (this skill) and the
script path (run.sh) run the same fetch + render pipeline; the
skill adds invocation niceties (resolving cache paths, surfacing the
output URL, proposing a stale-cache refresh) but never mutates
anything.
The skill is read-only on GitHub — it does not create or modify
issues, comments, labels, or PRs. It only fetches data via gh and
renders an HTML file.
Adopter overrides
Before running the default behaviour documented
below, this skill consults
.apache-magpie-local/security-tracker-stats-dashboard.md (personal, gitignored) and .apache-magpie-overrides/security-tracker-stats-dashboard.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 · 268 lines · 26 tokens per session scan A 5eb3d0903372
magpie-security-tracker-stats-dashboard is a skill published in the GitHub repository apache/magpie (87 stars, last pushed 5d ago), licensed Apache-2.0. It adds 26 tokens to every session and 2,879 once invoked, about $0.0001 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 2026-09-03.
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