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 commands/taoidle/plan-cascade/initgit clone --depth 1 https://github.com/Taoidle/plan-cascadeWhat 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 | $0.00027 | $0.00653 |
| Opus 5 | $0.00014 | $0.00327 |
| Sonnet 5 | $0.00005 | $0.00131 |
| Haiku 4.5 | $0.00003 | $0.00065 |
Grade C, and why
init scanned grade C with 2 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Downloads and executes remote codehighSupply chain
curl | sh runs whatever the server returns today, which is not necessarily what it returned when this was reviewed.
curl -LsSf https://astral.sh/uv/install.sh | sh Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
curl -LsSf https://astral.sh/uv/install.sh | sh How it starts
The opening of the file, as written. The whole thing — 92 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Plan Cascade Environment Initialization
This command sets up the cross-platform environment for Plan Cascade.
Step 1: Detect Operating System
OS_TYPE="unknown"
case "$(uname -s)" in
Linux*) OS_TYPE="linux"; echo "Detected: Linux";;
Darwin*) OS_TYPE="macos"; echo "Detected: macOS";;
CYGWIN*|MINGW*|MSYS*) OS_TYPE="windows"; echo "Detected: Windows (via Git Bash/MSYS2)";;
*) OS_TYPE="unknown"; echo "Warning: Unknown OS";;
esac
Step 2: Check and Install uv
uv is a fast Python package manager that handles virtual environments automatically.
if command -v uv &> /dev/null; then
echo "uv is already installed: $(uv --version)"
else
echo "Installing uv..."
case "$OS_TYPE" in
windows)
powershell -ExecutionPolicy Bypass -c "irm https://astral.sh/uv/install.ps1 | iex"
;;
*)
curl -LsSf https://astral.sh/uv/install.sh | sh
;;
esac
# Add to PATH for current session
export PATH="$HOME/.local/bin:$HOME/.cargo/bin:$PATH"
if command -v uv &> /dev/null; then
echo "uv installed successfully: $(uv --version)"
else
echo "uv installation failed. Please install manually:"
echo " https://docs.astral.sh/uv/getting-started/installation/"
exit 1
fi
fi
Step 3: Verify Python Execution
echo "Testing Python execution..."
if uv run python -c "import sys; print(f'Python {sys.version_info.major}.{sys.version_info.minor}.{sys.version_info.micro}')"; then
echo "Python execution successful"
else
echo "Python execution failed"
exit 1
fi
Step 4: Verify Plan Cascade Module
echo "Testing Plan Cascade module..."
if uv run python -c "from plan_cascade.state.path_resolver import PathResolver; print('Plan Cascade module loaded')"; then
echo "Plan Cascade module accessible"
else
echo "Plan Cascade module not found. Installing..."
uv pip install -e .
fi
Step 5: Display Environment Summary
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 · 92 lines · 27 tokens per session scan C d5ca29e58737
init is a command published in the GitHub repository Taoidle/plan-cascade (124 stars, last pushed 5mo ago), licensed MIT. It adds 27 tokens to every session and 653 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it C with 2 findings (downloads and executes remote code, makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other commands, from other repositories
conv_release
Command "conv_release" from John-Wendell/Attention-MoA, covering chatbot arena conversations, all conversations and prompt distribution.
data_cleaning
Command "data_cleaning" from John-Wendell/Attention-MoA, covering data cleaning, requirements, steps, convert html to markdown and keep or remove specific languages.
pypi
Command "pypi" from John-Wendell/Attention-MoA, covering requirement and upload.
local_cluster
node-01.
webserver
Command "webserver" from John-Wendell/Attention-MoA, covering install, launch servers, check the launch time, increase the limit of max open files and gradio edit (3.35.2).
leaderboard
Command "leaderboard" from John-Wendell/Attention-MoA, covering get logs, clean battle data, run elo analysis, copy files to hf space and update files on webserver.