litmus
Litmus enables parallel autonomous ML research with agents that collaborate on experiments, distilling knowledge into reusable skills.
Install this skill
Security score
The litmus skill was audited on Jun 11, 2026 and we found 22 security issues across 2 threat categories. Review the findings below before installing.
Categories Tested
Security Issues
Access to hidden dotfiles in home directory
| 17 | configPaths: ["~/.litmus/"] |
Access to hidden dotfiles in home directory
| 28 | Validated techniques accumulate in a **Skills library** (`~/.litmus/shared/skills/`). A |
Access to hidden dotfiles in home directory
| 35 | cherry-pick, and cross-agent code inspection via `git -C ~/.litmus/repo log --all` |
Access to hidden dotfiles in home directory
| 57 | git clone https://github.com/kuberwastaken/litmus ~/.litmus |
Access to hidden dotfiles in home directory
| 58 | bash ~/.litmus/scripts/setup.sh |
Access to hidden dotfiles in home directory
| 61 | Clones Karpathy's training harness, builds the shared lab git repo at `~/.litmus/repo/`, |
Access to hidden dotfiles in home directory
| 74 | Creates git worktrees under `~/.litmus/agents/`, each on its own branch in `~/.litmus/repo/`. |
Access to hidden dotfiles in home directory
| 77 | git -C ~/.litmus/repo log --all --oneline --graph |
Access to hidden dotfiles in home directory
| 88 | cwd: "~/.litmus/agents/arch-1" |
Access to hidden dotfiles in home directory
| 136 | git -C ~/.litmus/repo log --all --oneline --graph |
Access to hidden dotfiles in home directory
| 141 | git -C ~/.litmus/repo show <commit-hash> # see what changed |
Access to hidden dotfiles in home directory
| 142 | cat ~/.litmus/shared/attempts/<hash>.json # see the metrics |
Access to hidden dotfiles in home directory
| 162 | | `~/.litmus/shared/attempts/<hash>.json` | Structured record for every experiment (agent, val_bpb, status, title) | |
Access to hidden dotfiles in home directory
| 163 | | `~/.litmus/shared/skills/<name>.md` | Validated reusable techniques with YAML frontmatter | |
Access to hidden dotfiles in home directory
| 164 | | `~/.litmus/shared/notes/discoveries/` | Per-improvement discovery notes | |
Access to hidden dotfiles in home directory
| 165 | | `~/.litmus/shared/notes/anomalies/` | Unexpected result notes | |
Access to hidden dotfiles in home directory
| 166 | | `~/.litmus/shared/notes/moonshots/` | Speculative hypotheses from leisure | |
Access to hidden dotfiles in home directory
| 167 | | `~/.litmus/shared/notes/synthesis/` | Synthesizer's research agenda and combination matrix | |
Access to hidden dotfiles in home directory
| 168 | | `~/.litmus/shared/discoveries.md` | Cross-agent knowledge base (flat, for quick reading) | |
Access to hidden dotfiles in home directory
| 169 | | `~/.litmus/shared/midnight-reflections.md` | Leisure agent's nightly narrative | |
Access to hidden dotfiles in home directory
| 170 | | `~/.litmus/repo/` (git) | All experiment commits across all agents on their branches | |
External URL reference
| 51 | > "Install https://clawhub.ai/kuberwastaken/litmus and set it up for my machine" |