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 Intake helper for README-first deep learning repo reproduction.
Install Repo Intake And Plan
$ npx skills add lllllllama/RigorPilot-Skills --skill repo-intake-and-plan -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install lllllllama/RigorPilot-Skills repo-intake-and-plan --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/repo-intake-and-plan .claude/skills/repo-intake-and-plan && 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 "repo-intake-and-plan" agent skill from https://github.com/lllllllama/RigorPilot-Skills/tree/main/skills/repo-intake-and-plan into .claude/skills/repo-intake-and-plan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "repo-intake-and-plan", 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/repo-intake-and-planType 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 repo-intake-and-plan -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install lllllllama/RigorPilot-Skills repo-intake-and-plan --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/repo-intake-and-plan .agents/skills/repo-intake-and-plan && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "repo-intake-and-plan" agent skill from https://github.com/lllllllama/RigorPilot-Skills/tree/main/skills/repo-intake-and-plan into .agents/skills/repo-intake-and-plan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "repo-intake-and-plan", 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 repo-intake-and-plan -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install lllllllama/RigorPilot-Skills repo-intake-and-plan --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/repo-intake-and-plan .cursor/skills/repo-intake-and-plan && 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 "repo-intake-and-plan" agent skill from https://github.com/lllllllama/RigorPilot-Skills/tree/main/skills/repo-intake-and-plan into .cursor/skills/repo-intake-and-plan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "repo-intake-and-plan", 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/repo-intake-and-plan--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 repo-intake-and-plan -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install lllllllama/RigorPilot-Skills repo-intake-and-plan --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/repo-intake-and-plan .gemini/skills/repo-intake-and-plan && 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 "repo-intake-and-plan" agent skill from https://github.com/lllllllama/RigorPilot-Skills/tree/main/skills/repo-intake-and-plan into .gemini/skills/repo-intake-and-plan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "repo-intake-and-plan", 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 repo-intake-and-planInstalls 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 repo-intake-and-plan -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/repo-intake-and-plan .github/skills/repo-intake-and-plan && 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 "repo-intake-and-plan" agent skill from https://github.com/lllllllama/RigorPilot-Skills/tree/main/skills/repo-intake-and-plan into .github/skills/repo-intake-and-plan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "repo-intake-and-plan", 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 repo-intake-and-plan -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 repo-intake-and-plan --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/repo-intake-and-plan .opencode/skills/repo-intake-and-plan && 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 "repo-intake-and-plan" agent skill from https://github.com/lllllllama/RigorPilot-Skills/tree/main/skills/repo-intake-and-plan into .opencode/skills/repo-intake-and-plan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "repo-intake-and-plan", 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
repo-intake-and-plan- GitHub stars
- 497
- Used in
- 1 other repo
- Token cost
- ~531 tokens
- SKILL.md length
- 214 words
- Files
- 5 (incl. scripts, references)
- Skills in repo
- 11
- Repo updated
- First seen
- Licence
- MIT
At a glance
Rigor Intake helper for README-first deep learning repo reproduction.
- The task is specifically to scan a repository
- SKILL.md covers When to apply, When not to apply, Clear boundaries and Input expectations, plus 2 more sections
- Runs Python scripts from its folder
- Read the README and common project files
What it does
Repo Intake And Plan is an agent skill from lllllllama/RigorPilot-Skills. Rigor Intake helper for README-first deep learning repo reproduction. Use when the task is specifically to scan a repository, read the README and common project files, extract documented commands, classify inference, evaluation, and training candidates, and return the smallest trustworthy reproduction plan to the main orchestrator. Do not use for environment setup, asset download, command execution, final reporting, paper lookup, or end-to-end orchestration.
Its SKILL.md is about 530 tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including scripts and reference files (for example `agents/openai.yaml`, `references/repo-scan-rules.md` and `scripts/extract_commands.py`).
It sits in Development, covering Deep learning, Academic paper search 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 scan a repository
- Read the README and common project files
- Extract documented commands
- Classify inference
Example prompts
- “/repo-intake-and-plan”
Requirements
- Python 3
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 2 files in scripts/ (Python), 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
Repo Intake And Plan loads about 531 tokens when it runs, and up to ~810 if it reads all its reference files. Until then it costs about 121 tokens; SKILL.md has 214 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). 214 words, ~531 tokens.
Download SKILL.mdSave it as
.claude/skills/repo-intake-and-plan/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.- name
- repo-intake-and-plan
- description
- Rigor Intake helper for README-first deep learning repo reproduction. Use when the task is specifically to scan a repository, read the README and common project files, extract documented commands, classify inference, evaluation, and training candidates, and return the smallest trustworthy reproduction plan to the main orchestrator. Do not use for environment setup, asset download, command execution, final reporting, paper lookup, or end-to-end orchestration.
repo-intake-and-plan
Use this as the Rigor Intake helper. The installed slug remains
repo-intake-and-plan for compatibility.
When to apply
- At the beginning of README-first reproduction work.
- When the main skill needs a fast map of repo structure and documented commands.
- When inference, evaluation, and training candidates must be classified conservatively.
- When the user explicitly wants to inspect the repo first and not run anything yet.
When not to apply
- When execution has already started and the task is now about running commands or writing outputs.
- When the target is not a repository-backed reproduction task.
- When the user only wants paper interpretation without repo inspection.
- When the user already has a selected documented command and only needs setup or execution.
Clear boundaries
- This skill scans and plans.
- This skill is helper-tier and should usually be orchestrator-invoked.
- It does not install environments.
- It does not prepare large assets.
- It does not execute substantive reproduction commands.
- It does not decide high-risk patching.
Input expectations
- Target repository path.
- Access to README and common project files if present.
- Optional user hints about desired priority, such as inference-first.
Output expectations
- concise repo structure summary
- documented command inventory
- inferred candidate categories: inference, evaluation, training, other
- minimum trustworthy reproduction recommendation
- notable ambiguity or risk list
Notes
Use references/repo-scan-rules.md and helper scripts under scripts/.
© 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 4 other files (scripts, references) in skills/repo-intake-and-plan of lllllllama/RigorPilot-Skills.
- SKILL.md
- agents/openai.yaml
- references/repo-scan-rules.md
- scripts/extract_commands.py
- scripts/scan_repo.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
Repo Intake And Plan 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 |
|---|---|---|---|---|---|---|
| Repo Intake And Plan this skilllllllllama/RigorPilot-Skills | 497 | 1 repos | ~531 | 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 | |
| Research Lookupdavila7/claude-code-templates | 33k | 9 repos | ~5k | Automated safety check: Notes | MIT | |
| 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 |
Similar skills
Docstring
pytorch/pytorch
Write docstrings for PyTorch functions and methods following PyTorch conventions.
Research Lookup
davila7/claude-code-templates
Look up current research information using Perplexity's Sonar Pro Search or Sonar Reasoning Pro models through OpenRouter.
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.
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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.
Env And Assets Bootstrap
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Rigor Setup skill for README-first deep learning repo reproduction.
Explore Code
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Explore Run
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Related
Questions about Repo Intake And Plan
What does Repo Intake And Plan do?
Rigor Intake helper for README-first deep learning repo reproduction. Repo Intake And Plan is an agent skill from lllllllama/RigorPilot-Skills. Rigor Intake helper for README-first deep learning repo reproduction.
When should I use Repo Intake And Plan?
Repo Intake And Plan fits situations like: the task is specifically to scan a repository; read the README and common project files; extract documented commands; classify inference.
How do I install Repo Intake And Plan in Claude Code?
Run `npx skills add lllllllama/RigorPilot-Skills --skill repo-intake-and-plan -a claude-code`. Or copy the skill folder (skills/repo-intake-and-plan in lllllllama/RigorPilot-Skills) into .claude/skills/repo-intake-and-plan in your project. Claude Code loads it when a task matches its description.
How do I install Repo Intake And Plan in Codex?
Run `npx skills add lllllllama/RigorPilot-Skills --skill repo-intake-and-plan -a codex`. Or copy the skill folder (skills/repo-intake-and-plan in lllllllama/RigorPilot-Skills) into .agents/skills/repo-intake-and-plan in your project. Codex loads it when a task matches its description.
Can I use Repo Intake And Plan 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 repo-intake-and-plan -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/repo-intake-and-plan, .gemini/skills/repo-intake-and-plan, .github/skills/repo-intake-and-plan and .opencode/skills/repo-intake-and-plan in your project.
What does Repo Intake And Plan need to run?
Going by SKILL.md and its folder, Repo Intake And Plan needs Python for the scripts in its folder. Our summary lists: Python 3.
Does Repo Intake And Plan 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 Repo Intake And Plan 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 Repo Intake And Plan use?
Repo Intake And Plan 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 Repo Intake And Plan use?
About 531 tokens (SKILL.md is roughly 2.1k 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 279 tokens, read only when the agent opens those files.
What are the alternatives to Repo Intake And Plan?
Skills that share tags, products or a category with Repo Intake And Plan: Ascendc (ascend-ai-coding/awesome-ascend-skills, 174 stars), Docstring (pytorch/pytorch, 104k stars), Research Lookup (davila7/claude-code-templates, 33k stars) and Document Public APIs (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 Repo Intake And Plan?
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.