
local-llm
A comprehensive guide for building and configuring a high-end local machine to run state-of-the-art LLMs, with detailed hardware choices, BIOS tuning, and Docker-based model serving.
It provides practical, measurable token savings through guards, state handoff, and activity logging, with easy installation via plugin marketplace or script, and includes a benchmark to verify real savings.
Skills and hooks for Claude Code that cut down on wasted tokens. Skills steer the model, hooks enforce it. Nothing runs in the request path.
git clone https://github.com/broisnischal/phobos.git ~/src/phobos
bash ~/src/phobos/install.sh
On Windows, run this from Git Bash. Restart Claude Code after.
Check the install any time:
bash ~/.claude/skills/phobos/hooks/doctor.sh
Flags: --skills-only, --settings-only, --no-guard, --no-cmd-guard, --no-statusline, --quiet.
phobos is also a Claude Code plugin marketplace. Inside Claude Code:
/plugin marketplace add broisnischal/phobos
/plugin install phobos@phobos
This installs all three skills (phobos, phobos-code, phobos-plan) and wires every hook automatically — no settings.json edits, updated with /plugin marketplace update.
One difference from install.sh: a plugin can't set the main status line — Claude Code only lets plugins define agent/subagentStatusLine, and the plugin's cache path is versioned and ephemeral. To get the effort/context gauge shown above, run install.sh (which wires it for you), or point your own settings.json statusLine at a stable clone: bash "$HOME/.claude/skills/phobos/hooks/statusline.sh".
/phobos-update commandDenies reads of:
node_modules/, vendor/, .venv/, __pycache__/, .cache/dist/, build/, .next/, .nuxt/, .output/, coverage/package-lock.json, yarn.lock, pnpm-lock.yaml, Cargo.lock, poetry.lock, uv.lock, go.sum*.min.js, *.map, *.pyc, *.so, fonts, other binaries.git/ internalsImages and PDFs always pass.
Unbounded reads are also capped by line count (default 2000), not just size — a file can be small in bytes but thousands of lines long.
echo 'node_modules/my-patched-pkg' >> .claude/phobos-guard-allow # per-repo allowlist
PHOBOS_GUARD=off claude # off for one se
the best token is the token never spent
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