Borrowing it
Nothing to install: this file belongs to CliMA/EnsembleKalmanProcesses.jl. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/CliMA/EnsembleKalmanProcesses.jl/main/.claude/skills/base-show/SKILL.mdgit clone --depth 1 https://github.com/CliMA/EnsembleKalmanProcesses.jlWrote 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/clima/ensemblekalmanprocesses.jl/base-show)<a href="https://agentmods.dev/skills/clima/ensemblekalmanprocesses.jl/base-show"><img src="https://agentmods.dev/badge/skills/clima/ensemblekalmanprocesses.jl/base-show.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 | $0.00170 | $0.05583 |
| Opus 5 | $0.00085 | $0.02792 |
| Sonnet 5 | $0.00034 | $0.01117 |
| Haiku 4.5 | $0.00017 | $0.00558 |
Grade A, and why
base-show 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 7d 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 — 532 lines — stays where its author put it; the contents beside it link to each section on GitHub.
base-show
Add concise Base.show(io::IO, ::MIME"text/plain", x::T) and Base.summary(io::IO, x::T) methods to Julia types whose default REPL representation is unhelpful or
overwhelming. Julia's default show dumps every field recursively; types that hold
DataFrames, large dictionaries, nested arrays, or many scalar fields produce screens
of unreadable text at the REPL.
Base.show(io, MIME"text/plain", x) must also handle the :compact IOContext key.
When Julia renders an object as an element inside a container (e.g. printing a
Vector{MyType}), it sets :compact => true on io. Without a compact branch the
full multi-line output is repeated for every element, producing an unreadable wall of
text. The compact branch must produce exactly one line (no newlines), giving the same
kind of at-a-glance hint as Base.summary.
This skill produces both methods and accompanying unit tests so that interactive use of the package is pleasant without losing key summary information.
Workflow
Step 0 — Audit existing show methods (retrofit mode)
Skip this step if you are adding show methods to types that have none. Apply it when the user asks to retrofit existing show methods — e.g. to add the compact branch to methods that were written before this protocol existed.
Find MIME methods that lack the compact branch:
grep -n 'MIME"text/plain"' src/show.jl
For each match, check whether the function body contains get(io, :compact. Any that
do not are candidates for retrofit.
Detect the old forwarding anti-pattern (infinite-recursion risk):
grep -nA2 'function Base\.show(io::IO, x::' src/ | grep 'show(io, MIME'
If this matches, a 2-arg show(io, x) is calling the MIME method — the wrong
direction. Once the MIME method gains a compact branch that calls show(io, x), you
get infinite recursion. Flag every match and reverse the direction: the 2-arg method
becomes the compact one-liner, and the MIME method calls it via show(io, x) in its
compact branch.
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.
- 7d ago First seen · 532 lines · 170 tokens per session scan A f323ad9a08bc
base-show is a skill published in the GitHub repository CliMA/EnsembleKalmanProcesses.jl (124 stars, last pushed 5d ago), licensed Apache-2.0. It adds 170 tokens to every session and 5,583 once invoked, about $0.0009 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.
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