Vector Cluster
ruvnet/ruflo
Cluster code by graph community detection via npx ruvector@0.2.25 hooks graph-cluster (spectral / Louvain)
Fix file permissions on a directory tree on an HPC cluster (Leonardo, Jupiter, TACC, etc.) so other users can read your shared data, conda envs, or work directories.
$ npx skills add open-thoughts/OpenThoughts-Agent --skill utils-fix-permissions -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install open-thoughts/OpenThoughts-Agent utils-fix-permissions --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/open-thoughts/OpenThoughts-Agent.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/utils-fix-permissions .claude/skills/utils-fix-permissions && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "utils-fix-permissions" agent skill from https://github.com/open-thoughts/OpenThoughts-Agent/tree/main/.agents/skills/utils-fix-permissions into .claude/skills/utils-fix-permissions/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "utils-fix-permissions", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/open-thoughts/OpenThoughts-Agent/tree/main/.agents/skills/utils-fix-permissionsType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add open-thoughts/OpenThoughts-Agent --skill utils-fix-permissions -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install open-thoughts/OpenThoughts-Agent utils-fix-permissions --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/open-thoughts/OpenThoughts-Agent.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/utils-fix-permissions .agents/skills/utils-fix-permissions && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "utils-fix-permissions" agent skill from https://github.com/open-thoughts/OpenThoughts-Agent/tree/main/.agents/skills/utils-fix-permissions into .agents/skills/utils-fix-permissions/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "utils-fix-permissions", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add open-thoughts/OpenThoughts-Agent --skill utils-fix-permissions -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install open-thoughts/OpenThoughts-Agent utils-fix-permissions --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/open-thoughts/OpenThoughts-Agent.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/utils-fix-permissions .cursor/skills/utils-fix-permissions && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "utils-fix-permissions" agent skill from https://github.com/open-thoughts/OpenThoughts-Agent/tree/main/.agents/skills/utils-fix-permissions into .cursor/skills/utils-fix-permissions/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "utils-fix-permissions", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/open-thoughts/OpenThoughts-Agent.git --path .agents/skills/utils-fix-permissions--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add open-thoughts/OpenThoughts-Agent --skill utils-fix-permissions -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install open-thoughts/OpenThoughts-Agent utils-fix-permissions --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/open-thoughts/OpenThoughts-Agent.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/utils-fix-permissions .gemini/skills/utils-fix-permissions && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "utils-fix-permissions" agent skill from https://github.com/open-thoughts/OpenThoughts-Agent/tree/main/.agents/skills/utils-fix-permissions into .gemini/skills/utils-fix-permissions/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "utils-fix-permissions", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install open-thoughts/OpenThoughts-Agent utils-fix-permissionsInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add open-thoughts/OpenThoughts-Agent --skill utils-fix-permissions -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/open-thoughts/OpenThoughts-Agent.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/utils-fix-permissions .github/skills/utils-fix-permissions && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "utils-fix-permissions" agent skill from https://github.com/open-thoughts/OpenThoughts-Agent/tree/main/.agents/skills/utils-fix-permissions into .github/skills/utils-fix-permissions/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "utils-fix-permissions", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add open-thoughts/OpenThoughts-Agent --skill utils-fix-permissions -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install open-thoughts/OpenThoughts-Agent utils-fix-permissions --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/open-thoughts/OpenThoughts-Agent.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/utils-fix-permissions .opencode/skills/utils-fix-permissions && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "utils-fix-permissions" agent skill from https://github.com/open-thoughts/OpenThoughts-Agent/tree/main/.agents/skills/utils-fix-permissions into .opencode/skills/utils-fix-permissions/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "utils-fix-permissions", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
utils-fix-permissionsFix file permissions on a directory tree on an HPC cluster (Leonardo, Jupiter, TACC, etc.) so other users can read your shared data, conda envs, or work directories.
Utils Fix Permissions is an agent skill from open-thoughts/OpenThoughts-Agent. Fix file permissions on a directory tree on an HPC cluster (Leonardo, Jupiter, TACC, etc.) so other users can read your shared data, conda envs, or work directories. Runs scripts/permissions/fixpermissions.sh <dir over SSH on the target cluster — sets directories to 755, files to 644, then restores execute bits on bin/ entries, ELF binaries, and shebang scripts, and ensures all ancestor directories are traversable (o+x). Use when another user reports "Permission denied" reading your files, after creating a new…
Its SKILL.md is about 710 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: Data recipes and robust infrastructure for training AI agents. The licence is Apache-2.0.
Read from SKILL.md and the folder at commit 3bd1917. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
sshbashpipFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use ssh and pip, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Utils Fix Permissions loads about 714 tokens when it runs. Until then it costs about 163 tokens; SKILL.md has 177 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from open-thoughts/OpenThoughts-Agent at commit 3bd1917, republished under its Apache-2.0 licence (© open-thoughts). 177 words, ~714 tokens.
.claude/skills/utils-fix-permissions/SKILL.md (or your agent's skills folder).Set shared-readable permissions on an HPC directory tree.
rsync or scp preserved 600/700 permissions.scripts/permissions/fix_permissions.sh <dir> performs these passes:
| Pass | Action |
|---|---|
| 0 | Ensure all ancestor directories up to / are traversable (o+x) — only touches dirs you own |
| 1 | Set all directories to 755 (rwxr-xr-x) |
| 2 | Set all files to 644 (rw-r--r--) |
| 3 | Restore 755 on executables in bin/ directories |
| 4 | Restore 755 on ELF binaries (detected by \x7f ELF magic header) |
| 5 | Restore 755 on shell scripts with shebang (#!) |
Files remain owner-writable; collaborators receive read and execute.
SSH to the target cluster and run the script from the repo root:
# Leonardo example
ssh Leonardo 'cd $WORK/OpenThoughts-Agent && bash scripts/permissions/fix_permissions.sh /leonardo_work/AIFAC_5C0_290/bfeuer00'
# TACC example (large tree — run on a compute node if login node is loaded)
ssh TACCVista 'cd $SCRATCH/OpenThoughts-Agent && bash scripts/permissions/fix_permissions.sh $SCRATCH/eval_jobs'
# Jupiter example
ssh Jupiter 'cd $DCFT && bash scripts/permissions/fix_permissions.sh /p/home/../../public'For big trees, use an interactive compute node:
# TACC
ssh TACCVista 'srun -p gh-dev -N 1 -n 1 -t 08:00:00 --account=CCR24067 bash -c "cd $SCRATCH/OpenThoughts-Agent && bash scripts/permissions/fix_permissions.sh $SCRATCH/miniconda3"'
# Leonardo (idev or sbatch)
ssh Leonardo 'srun -p boost --account=AIFAC_5C0_290 --time=08:00:00 -N 1 bash -c "cd $WORK/OpenThoughts-Agent && bash scripts/permissions/fix_permissions.sh $WORK"'chmod -R g+w <dir> when shared editing is required.pip install for a shared conda environment.© open-thoughts, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in .agents/skills/utils-fix-permissions of open-thoughts/OpenThoughts-Agent.
Open the folder on GitHubat commit 3bd1917
Utils Fix Permissions next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Utils Fix Permissions this skillopen-thoughts/OpenThoughts-Agent | 301 | — | ~714 | Automated safety check: Pass | Apache-2.0 | |
| Vector Clusterruvnet/ruflo | 74k | — | ~540 | Automated safety check: Notes | MIT | |
| AI Behavior Trees Utility AIgamedev-skills/awesome-gamedev-agent-skills | 1.4k | — | ~2k | Automated safety check: Pass | Apache-2.0 | |
| Permission Managersickn33/agentic-awesome-skills | 47k | 1 repos | ~595 | Automated safety check: Pass | MIT | |
| More Trees AutomationComposioHQ/awesome-claude-skills | 77k | 3 repos | ~742 | Automated safety check: Pass | None | |
| Directory Submissionscoreyhaines31/marketingskills | 54k | 2 repos | ~6.7k | Automated safety check: Pass | MIT |
ruvnet/ruflo
Cluster code by graph community detection via npx ruvector@0.2.25 hooks graph-cluster (spectral / Louvain)
gamedev-skills/awesome-gamedev-agent-skills
Build a production behavior-tree runtime (Blackboard, action/condition leaves, sequence/selector/parallel composites, decorators) and a Utility AI system (response curves — linear, exponential…
sickn33/agentic-awesome-skills
Manage opencode permissions: review always-allow lists, suggest safe read-only commands, configure permission patterns
ComposioHQ/awesome-claude-skills
Automate More Trees tasks via Rube MCP (Composio). An agent skill from ComposioHQ/awesome-claude-skills.
coreyhaines31/marketingskills
When the user wants to submit their product to startup, SaaS, AI, agent, MCP, no-code, or review directories for backlinks, domain rating, and discovery.
PostHog/posthog
Investigate AI observability clusters — understand usage patterns in AI/LLM traffic, compare cluster behavior, compute cost/latency metrics, and drill into individual traces within clusters.
open-thoughts/OpenThoughts-Agent
Analyze the token length of an OT-Agent conversation-format (ShareGPT-style) dataset — the per-trace distribution (median/p90/max) and/or counts under a token threshold + a metadata predicate (e.g.
open-thoughts/OpenThoughts-Agent
Given a list of models (HF name stubs) that have valid agentic ID eval scores in Supabase, build a ranking table: raw per-benchmark accuracy on the 3 ID benchmarks (SWE-Bench-100…
open-thoughts/OpenThoughts-Agent
Run the Iris harbor job-history analyzer (scripts/iris/analyzeirisharborjob.py) on a datagen/eval job and read its JSON sidecar for trustworthy throughput / preemption / productive-trial stats.
open-thoughts/OpenThoughts-Agent
Run the full RL behavioral-analysis pipeline (scripts/analysis/analyzerlbehavior.py) on a trained RL model to understand WHAT changed vs its pre-RL baseline, WHY, whether it PERSISTS, and its EVAL…
open-thoughts/OpenThoughts-Agent
Detailed health check for a Levanter/executor TRAINING run on the marin Iris cluster (e.g.
open-thoughts/OpenThoughts-Agent
DESIGN a non-trivial codebase change (Harbor / MarinSkyRL / vLLM / OT-Agent / LLaMA-Factory) as a dependency-ordered STAGED PLAN before writing code — a feature port, a multi-step fix with parity…
Fix file permissions on a directory tree on an HPC cluster (Leonardo, Jupiter, TACC, etc.) so other users can read your shared data, conda envs, or work directories. Utils Fix Permissions is an agent skill from open-thoughts/OpenThoughts-Agent.) so other users can read your shared data, conda envs, or work directories.
Utils Fix Permissions fits situations like: another user reports Permission denied reading your files; after creating a new conda env; shared data dir; A cross-user pipeline cant access your checkpoint/ eval/trace outputs.
Run `npx skills add open-thoughts/OpenThoughts-Agent --skill utils-fix-permissions -a claude-code`. Or copy the skill folder (.agents/skills/utils-fix-permissions in open-thoughts/OpenThoughts-Agent) into .claude/skills/utils-fix-permissions in your project. Claude Code loads it when a task matches its description.
Run `npx skills add open-thoughts/OpenThoughts-Agent --skill utils-fix-permissions -a codex`. Or copy the skill folder (.agents/skills/utils-fix-permissions in open-thoughts/OpenThoughts-Agent) into .agents/skills/utils-fix-permissions in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add open-thoughts/OpenThoughts-Agent --skill utils-fix-permissions -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/utils-fix-permissions, .gemini/skills/utils-fix-permissions, .github/skills/utils-fix-permissions and .opencode/skills/utils-fix-permissions in your project.
Going by SKILL.md and its folder, Utils Fix Permissions needs the command-line tools its instructions call (ssh, bash and pip). Our summary lists: Python 3.
SKILL.md contains no URLs. Its commands use ssh and pip, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Utils Fix Permissions is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 714 tokens (SKILL.md is roughly 2.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Utils Fix Permissions: Vector Cluster (ruvnet/ruflo, 74k stars), AI Behavior Trees Utility AI (gamedev-skills/awesome-gamedev-agent-skills, 1.4k stars), Permission Manager (sickn33/agentic-awesome-skills, 47k stars) and More Trees Automation (ComposioHQ/awesome-claude-skills, 77k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
open-thoughts (a GitHub organization) maintains it in open-thoughts/OpenThoughts-Agent, which has 301 GitHub stars. The repository holds 44 skills in this directory. The repository was last updated on September 28, 2026.
Source: open-thoughts/OpenThoughts-Agent on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.