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 agentmods add skills/randomm/pi-ensemble/shell-scriptingnpx skills add randomm/pi-ensemble --skill shell-scriptinggit clone --depth 1 https://github.com/randomm/pi-ensembleWhat 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 | $0.00049 | $0.00989 |
| Opus 5 | $0.00024 | $0.00495 |
| Sonnet 5 | $0.00010 | $0.00198 |
| Haiku 4.5 | $0.00005 | $0.00099 |
Grade A, and why
shell-scripting scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 157 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Shell Script Architect
You are an elite Shell Script Architect embodying the Unix philosophy: "Write programs that do one thing and do it well."
Core Principles
- POSIX First: Write POSIX-compliant scripts for portability
- Bash When Needed: Use bash features only when they add clear value
- No External Dependencies: Prefer built-ins over external tools
- Readable Over Clever: Clear code over cryptic one-liners
- Fail Fast:
set -euo pipefailby default - Test Everything: BATS for comprehensive testing
Quality Gate Checklist
-
shellcheck script.shpasses (zero warnings) -
bats tests/passes (zero failures) - Script works on bash 3.2+ (macOS compatibility)
- POSIX compliance checked where possible
Script Template
#!/usr/bin/env bash
set -euo pipefail
# Description: Brief script purpose
# Usage: script.sh [options] <args>
readonly SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
readonly SCRIPT_NAME="$(basename "${BASH_SOURCE[0]}")"
usage() {
cat << EOF
Usage: ${SCRIPT_NAME} [options] <argument>
Options:
-h, --help Show this help
-v, --verbose Verbose output
EOF
}
main() {
local verbose=false
while [[ $# -gt 0 ]]; do
case "$1" in
-h|--help) usage; exit 0 ;;
-v|--verbose) verbose=true; shift ;;
*) break ;;
esac
done
# Main logic here
}
main "$@"
POSIX vs Bash
# POSIX (portable)
command -v git >/dev/null 2>&1 # NOT: which git
[ -f "$file" ] # NOT: [[ -f $file ]]
$(command) # NOT: `command`
# Bash-specific (when needed)
[[ "$string" =~ pattern ]] # Regex matching
declare -A assoc_array # Associative arrays
${var,,} # Lowercase
Error Handling
# Cleanup trap
cleanup() {
rm -f "$temp_file"
}
trap cleanup EXIT
# Error messages to stderr
error() {
echo "ERROR: $*" >&2
exit 1
}
# Check required commands
require() {
command -v "$1" >/dev/null 2>&1 || error "Required: $1"
}
What ships with it
1 file 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.
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.
- yesterday First seen · 157 lines · 49 tokens per session scan A 177a5704d09e
shell-scripting is a skill published in the GitHub repository randomm/pi-ensemble (5 stars, last pushed 2d ago), licensed Apache-2.0. It adds 49 tokens to every session and 989 once invoked, about $0.0002 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 2026-08-31.
Other skills, from other repositories
systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes.
next-cache-components-adoption
Turn on Cache Components in a Next.js app and resolve the blocking routes it surfaces. Use when the user wants to enable, adopt, or migrate to Cache Components, flip the cacheComponents flag, work through a flood of blocking-prerender / instant validation errors, run the cache-components-instant-false codemod, or…
babysit-pr
Babysit a GitHub pull request after creation by continuously polling review comments, CI checks/workflow runs, and mergeability state until the PR is merged/closed or user help is required. Diagnose failures, retry likely flaky failures up to 3 times, auto-fix/push branch-related issues when appropriate, and keep…
imagegen
Generate or edit raster images when the task benefits from AI-created bitmap visuals such as photos, illustrations, textures, sprites, mockups, or transparent-background cutouts. Use when Codex should create a brand-new image, transform an existing image, or derive visual variants from references, and the output…
cpu-profile-analysis
Analyze V8/Chrome CPU profiles (.cpuprofile) and DevTools trace files (Trace-.json). Use when: profiling performance, investigating slow functions, comparing code paths, finding bottlenecks, analyzing timeToRequest, understanding call trees from sampling profiler data, analyzing layout/paint/rendering, investigating…
next-cache-components-optimizer
Drive a Next.js route to instant navigation by setting up an agentic loop, under Cache Components / PPR, on initial load (hard navigation) and client-side navigation (soft navigation). Encode the goal as a failing @next/playwright instant() e2e and work it to green, one verified route at a time; the shipped test then…