Ascendc
ascend-ai-coding/awesome-ascend-skills
End-to-end AscendC custom operator development for Ascend NPU in an ascend-kernel (csrc/ops + build.sh + torchnpu PyTorch custom op) project.
Rigor Setup skill for README-first deep learning repo reproduction.
Install Env And Assets Bootstrap
$ npx skills add lllllllama/RigorPilot-Skills --skill env-and-assets-bootstrap -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install lllllllama/RigorPilot-Skills env-and-assets-bootstrap --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/lllllllama/RigorPilot-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/env-and-assets-bootstrap .claude/skills/env-and-assets-bootstrap && 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 "env-and-assets-bootstrap" agent skill from https://github.com/lllllllama/RigorPilot-Skills/tree/main/skills/env-and-assets-bootstrap into .claude/skills/env-and-assets-bootstrap/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "env-and-assets-bootstrap", 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/lllllllama/RigorPilot-Skills/tree/main/skills/env-and-assets-bootstrapType 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 lllllllama/RigorPilot-Skills --skill env-and-assets-bootstrap -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install lllllllama/RigorPilot-Skills env-and-assets-bootstrap --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/lllllllama/RigorPilot-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/env-and-assets-bootstrap .agents/skills/env-and-assets-bootstrap && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "env-and-assets-bootstrap" agent skill from https://github.com/lllllllama/RigorPilot-Skills/tree/main/skills/env-and-assets-bootstrap into .agents/skills/env-and-assets-bootstrap/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "env-and-assets-bootstrap", 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 lllllllama/RigorPilot-Skills --skill env-and-assets-bootstrap -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install lllllllama/RigorPilot-Skills env-and-assets-bootstrap --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/lllllllama/RigorPilot-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/env-and-assets-bootstrap .cursor/skills/env-and-assets-bootstrap && 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 "env-and-assets-bootstrap" agent skill from https://github.com/lllllllama/RigorPilot-Skills/tree/main/skills/env-and-assets-bootstrap into .cursor/skills/env-and-assets-bootstrap/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "env-and-assets-bootstrap", 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/lllllllama/RigorPilot-Skills.git --path skills/env-and-assets-bootstrap--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 lllllllama/RigorPilot-Skills --skill env-and-assets-bootstrap -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install lllllllama/RigorPilot-Skills env-and-assets-bootstrap --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/lllllllama/RigorPilot-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/env-and-assets-bootstrap .gemini/skills/env-and-assets-bootstrap && 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 "env-and-assets-bootstrap" agent skill from https://github.com/lllllllama/RigorPilot-Skills/tree/main/skills/env-and-assets-bootstrap into .gemini/skills/env-and-assets-bootstrap/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "env-and-assets-bootstrap", 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 lllllllama/RigorPilot-Skills env-and-assets-bootstrapInstalls 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 lllllllama/RigorPilot-Skills --skill env-and-assets-bootstrap -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/lllllllama/RigorPilot-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/env-and-assets-bootstrap .github/skills/env-and-assets-bootstrap && 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 "env-and-assets-bootstrap" agent skill from https://github.com/lllllllama/RigorPilot-Skills/tree/main/skills/env-and-assets-bootstrap into .github/skills/env-and-assets-bootstrap/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "env-and-assets-bootstrap", 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 lllllllama/RigorPilot-Skills --skill env-and-assets-bootstrap -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install lllllllama/RigorPilot-Skills env-and-assets-bootstrap --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/lllllllama/RigorPilot-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/env-and-assets-bootstrap .opencode/skills/env-and-assets-bootstrap && 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 "env-and-assets-bootstrap" agent skill from https://github.com/lllllllama/RigorPilot-Skills/tree/main/skills/env-and-assets-bootstrap into .opencode/skills/env-and-assets-bootstrap/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "env-and-assets-bootstrap", 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.
Facts
- Skill name
env-and-assets-bootstrap- GitHub stars
- 497
- Used in
- 1 other repo
- Token cost
- ~592 tokens
- SKILL.md length
- 234 words
- Files
- 8 (incl. scripts, references)
- Skills in repo
- 11
- Repo updated
- First seen
- Licence
- MIT
At a glance
Rigor Setup skill for README-first deep learning repo reproduction.
- The task is specifically to prepare a conservative conda-first environment
- SKILL.md covers When to apply, When not to apply, Clear boundaries and Input expectations, plus 2 more sections
- Runs Python and Shell scripts from its folder
- Checkpoint and dataset path assumptions
What it does
Env And Assets Bootstrap is an agent skill from lllllllama/RigorPilot-Skills. Rigor Setup skill for README-first deep learning repo reproduction. Use when the task is specifically to prepare a conservative conda-first environment, checkpoint and dataset path assumptions, cache location hints, and setup notes before any run on a README-documented repository. Do not use for repo scanning, full orchestration, paper interpretation, final run reporting, or generic environment setup that is not tied to a specific reproduction target.
Its SKILL.md is about 590 tokens, which your agent loads only when the skill is triggered. The skill folder holds 10 other files, including scripts and reference files (for example `agents/openai.yaml`, `references/assets-policy.md` and `references/env-policy.md`).
It sits in Development, covering Deep learning and Technical documentation. The repository describes itself as: README-first research reproduction skills with bounded execution, auditable evidence, and byte-preserving README annotations. The licence is MIT.
When your agent uses it
- The task is specifically to prepare a conservative conda-first environment
- Checkpoint and dataset path assumptions
- Cache location hints
- Setup notes before any run on a README-documented repository
Example prompts
- “/env-and-assets-bootstrap”
Requirements
- Python 3
- A Bash shell
What it can do on your machine
Read from SKILL.md and the folder at commit fb3ccdf. It shows what the files ask for, not the result of running them.
Tool permissions
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.
Runs code
Ships 4 files in scripts/ (Python and Shell), which the agent can run.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Env And Assets Bootstrap loads about 592 tokens when it runs, and up to ~1.1k if it reads all its reference files. Until then it costs about 120 tokens; SKILL.md has 234 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.
Safety
Auto-check passed
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); the scripts in this folder are not scanned.
SKILL.md
The full file from lllllllama/RigorPilot-Skills at commit fb3ccdf, republished under its MIT licence (© lllllllama). 234 words, ~592 tokens.
Download SKILL.mdSave it as
.claude/skills/env-and-assets-bootstrap/SKILL.md (or your agent's skills folder). This skill also uses 7 other files; get the full folder from GitHub.- name
- env-and-assets-bootstrap
- description
- Rigor Setup skill for README-first deep learning repo reproduction. Use when the task is specifically to prepare a conservative conda-first environment, checkpoint and dataset path assumptions, cache location hints, and setup notes before any run on a README-documented repository. Do not use for repo scanning, full orchestration, paper interpretation, final run reporting, or generic environment setup that is not tied to a specific reproduction target.
env-and-assets-bootstrap
Use this as the Rigor Setup skill. The installed slug remains
env-and-assets-bootstrap for compatibility.
Use the shared operating principles in
../ai-research-reproduction/references/agent-operating-principles.md; this skill should keep setup
planning conservative while leaving environment-specific judgment to the model.
When to apply
- After repo intake identifies a credible reproduction target.
- When environment creation or asset path preparation is needed before running commands.
- When the repo depends on checkpoints, datasets, or cache directories.
- When the user explicitly wants setup help before any run attempt.
When not to apply
- When the repository already ships a ready-to-run environment that does not need translation.
- When the task is only to scan and plan.
- When the task is only to report results from commands that already ran.
- When the request is a generic conda or package-management question outside repo reproduction.
Clear boundaries
- This skill prepares environment and asset assumptions.
- It does not own target selection.
- It does not own final reporting.
- It does not perform paper lookup except by forwarding gaps to the optional paper resolver.
Input expectations
- target repo path
- selected reproduction goal
- relevant README setup steps
- any known OS or package constraints
Output expectations
- conservative environment setup notes
- candidate conda commands
- asset path plan
- checkpoint and dataset source hints
- unresolved dependency or asset risks
Notes
Use references/env-policy.md, references/assets-policy.md, scripts/bootstrap_env.py, scripts/plan_setup.py, and scripts/prepare_assets.py.
Use scripts/bootstrap_env.sh only as a POSIX wrapper around the Python bootstrapper when a shell entrypoint is more convenient.
© lllllllama, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
SKILL.md and 7 other files (scripts, references) in skills/env-and-assets-bootstrap of lllllllama/RigorPilot-Skills.
- SKILL.md
- agents/openai.yaml
- references/assets-policy.md
- references/env-policy.md
- scripts/bootstrap_env.py
- scripts/bootstrap_env.sh
- scripts/plan_setup.py
- scripts/prepare_assets.py
Open the folder on GitHubat commit fb3ccdf
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in lllllllama/RigorPilot-Skills, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Env And Assets Bootstrap 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 |
|---|---|---|---|---|---|---|
| Env And Assets Bootstrap this skilllllllllama/RigorPilot-Skills | 497 | 1 repos | ~592 | Automated safety check: Pass | MIT | |
| Ascendcascend-ai-coding/awesome-ascend-skills | 174 | — | ~3.5k | Automated safety check: Pass | None | |
| Docstringpytorch/pytorch | 104k | 2 repos | ~2.6k | Automated safety check: Pass | Custom licence | |
| Document Public APIspytorch/pytorch | 104k | — | ~4.2k | Automated safety check: Pass | Custom licence | |
| Aoti Debugpytorch/pytorch | 104k | 1 repos | ~1.7k | Automated safety check: Pass | Custom licence | |
| Get API Docs with chubandrewyng/context-hub | 14k | 1 repos | ~775 | Automated safety check: Pass | MIT |
Similar skills
Docstring
pytorch/pytorch
Write docstrings for PyTorch functions and methods following PyTorch conventions.
Document Public APIs
pytorch/pytorch
Document undocumented public APIs in PyTorch by removing functions from coverageignorefunctions and coverageignoreclasses in docs/source/conf.py, running Sphinx coverage, and adding the appropriate…
Aoti Debug
pytorch/pytorch
Debug AOTInductor (AOTI) errors and crashes. An agent skill from pytorch/pytorch.
Get API Docs with chub
andrewyng/context-hub
Fetches current documentation for third-party APIs and SDKs with the chub CLI before the agent writes code against them, instead of relying on remembered API shapes.
- Official
Adk Sample Creator
google/adk-python
Creates a new sample agent in the ADK Python repository — the sample directory, its agent.py, and its README.md — following the conventions the existing samples already use.
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lllllllama/RigorPilot-Skills
Rigor Reproduce compatible skill slug for README-first deep learning repository reproduction.
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Rigor Explore compatible skill slug for meaningful and potentially novel deep learning research candidates.
Analyze Project
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Rigor Analyze / Rigor Audit read-only skill for deep learning research repositories.
Explore Code
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Rigor Improve implementation leaf skill for auditable candidate implementation in deep learning research repositories.
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Rigor Improve / Rigor Explore run leaf skill for bounded exploratory evidence in deep learning research repositories.
Minimal Run And Audit
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Rigor Run skill for README-first deep learning repo reproduction.
Related
Categories
Questions about Env And Assets Bootstrap
What does Env And Assets Bootstrap do?
Rigor Setup skill for README-first deep learning repo reproduction. Env And Assets Bootstrap is an agent skill from lllllllama/RigorPilot-Skills. Rigor Setup skill for README-first deep learning repo reproduction.
When should I use Env And Assets Bootstrap?
Env And Assets Bootstrap fits situations like: the task is specifically to prepare a conservative conda-first environment; checkpoint and dataset path assumptions; cache location hints; setup notes before any run on a README-documented repository.
How do I install Env And Assets Bootstrap in Claude Code?
Run `npx skills add lllllllama/RigorPilot-Skills --skill env-and-assets-bootstrap -a claude-code`. Or copy the skill folder (skills/env-and-assets-bootstrap in lllllllama/RigorPilot-Skills) into .claude/skills/env-and-assets-bootstrap in your project. Claude Code loads it when a task matches its description.
How do I install Env And Assets Bootstrap in Codex?
Run `npx skills add lllllllama/RigorPilot-Skills --skill env-and-assets-bootstrap -a codex`. Or copy the skill folder (skills/env-and-assets-bootstrap in lllllllama/RigorPilot-Skills) into .agents/skills/env-and-assets-bootstrap in your project. Codex loads it when a task matches its description.
Can I use Env And Assets Bootstrap in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add lllllllama/RigorPilot-Skills --skill env-and-assets-bootstrap -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/env-and-assets-bootstrap, .gemini/skills/env-and-assets-bootstrap, .github/skills/env-and-assets-bootstrap and .opencode/skills/env-and-assets-bootstrap in your project.
What does Env And Assets Bootstrap need to run?
Going by SKILL.md and its folder, Env And Assets Bootstrap needs Python and a shell for the scripts in its folder. Our summary lists: Python 3; A Bash shell.
Does Env And Assets Bootstrap access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Env And Assets Bootstrap safe to install?
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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.
What licence does Env And Assets Bootstrap use?
Env And Assets Bootstrap is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Env And Assets Bootstrap use?
About 592 tokens (SKILL.md is roughly 2.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 500 tokens, read only when the agent opens those files.
What are the alternatives to Env And Assets Bootstrap?
Skills that share tags, products or a category with Env And Assets Bootstrap: Ascendc (ascend-ai-coding/awesome-ascend-skills, 174 stars), Docstring (pytorch/pytorch, 104k stars), Document Public APIs (pytorch/pytorch, 104k stars) and Aoti Debug (pytorch/pytorch, 104k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Env And Assets Bootstrap?
lllllllama (a GitHub user) maintains it in lllllllama/RigorPilot-Skills, which has 497 GitHub stars. The repository holds 11 skills in this directory. The repository was last updated on September 23, 2026.
Source: lllllllama/RigorPilot-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.