Rewrite Plan
nexu-io/open-design
Author a long-running multi-file rewrite plan that subsequent patch-edit + diff-review + build-test stages will execute, with explicit ownership boundaries and patch-safety guarantees.
Rewrite limitation passages so the paper keeps limitations without falling into count-based slot phrases (e.g., \"Two limitations…\") across many H3s.
No licenceAuto-check passed
Install Limitation Weaver
$ npx skills add WILLOSCAR/research-units-pipeline-skills --skill limitation-weaver -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install WILLOSCAR/research-units-pipeline-skills limitation-weaver --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/WILLOSCAR/research-units-pipeline-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.codex/skills/limitation-weaver .claude/skills/limitation-weaver && 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 "limitation-weaver" agent skill from https://github.com/WILLOSCAR/research-units-pipeline-skills/tree/main/.codex/skills/limitation-weaver into .claude/skills/limitation-weaver/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "limitation-weaver", 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/WILLOSCAR/research-units-pipeline-skills/tree/main/.codex/skills/limitation-weaverType 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 WILLOSCAR/research-units-pipeline-skills --skill limitation-weaver -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install WILLOSCAR/research-units-pipeline-skills limitation-weaver --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/WILLOSCAR/research-units-pipeline-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.codex/skills/limitation-weaver .agents/skills/limitation-weaver && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "limitation-weaver" agent skill from https://github.com/WILLOSCAR/research-units-pipeline-skills/tree/main/.codex/skills/limitation-weaver into .agents/skills/limitation-weaver/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "limitation-weaver", 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 WILLOSCAR/research-units-pipeline-skills --skill limitation-weaver -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install WILLOSCAR/research-units-pipeline-skills limitation-weaver --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/WILLOSCAR/research-units-pipeline-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.codex/skills/limitation-weaver .cursor/skills/limitation-weaver && 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 "limitation-weaver" agent skill from https://github.com/WILLOSCAR/research-units-pipeline-skills/tree/main/.codex/skills/limitation-weaver into .cursor/skills/limitation-weaver/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "limitation-weaver", 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/WILLOSCAR/research-units-pipeline-skills.git --path .codex/skills/limitation-weaver--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 WILLOSCAR/research-units-pipeline-skills --skill limitation-weaver -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install WILLOSCAR/research-units-pipeline-skills limitation-weaver --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/WILLOSCAR/research-units-pipeline-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.codex/skills/limitation-weaver .gemini/skills/limitation-weaver && 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 "limitation-weaver" agent skill from https://github.com/WILLOSCAR/research-units-pipeline-skills/tree/main/.codex/skills/limitation-weaver into .gemini/skills/limitation-weaver/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "limitation-weaver", 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 WILLOSCAR/research-units-pipeline-skills limitation-weaverInstalls 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 WILLOSCAR/research-units-pipeline-skills --skill limitation-weaver -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/WILLOSCAR/research-units-pipeline-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/.codex/skills/limitation-weaver .github/skills/limitation-weaver && 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 "limitation-weaver" agent skill from https://github.com/WILLOSCAR/research-units-pipeline-skills/tree/main/.codex/skills/limitation-weaver into .github/skills/limitation-weaver/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "limitation-weaver", 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 WILLOSCAR/research-units-pipeline-skills --skill limitation-weaver -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install WILLOSCAR/research-units-pipeline-skills limitation-weaver --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/WILLOSCAR/research-units-pipeline-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.codex/skills/limitation-weaver .opencode/skills/limitation-weaver && 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 "limitation-weaver" agent skill from https://github.com/WILLOSCAR/research-units-pipeline-skills/tree/main/.codex/skills/limitation-weaver into .opencode/skills/limitation-weaver/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "limitation-weaver", 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
limitation-weaver- GitHub stars
- 513
- Token cost
- ~936 tokens
- SKILL.md length
- 368 words
- Files
- 1
- Skills in repo
- 107
- Repo updated
- First seen
- Licence
- None found
At a glance
Rewrite limitation passages so the paper keeps limitations without falling into count-based slot phrases (e.g., \"Two limitations…\") across many H3s.
- SKILL.md covers Triggers & routing, Inputs, Workflow (explicit inputs) and Outputs, plus 5 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Limitation Weaver is an agent skill from WILLOSCAR/research-units-pipeline-skills. Rewrite limitation passages so the paper keeps limitations without falling into count-based slot phrases (e.g., \"Two limitations…\") across many H3s.
Its SKILL.md is about 940 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: Research pipelines as semantic execution units: each skill declares inputs/outputs, acceptance criteria, and guardrails. Evidence-first methodology prevents hollow writing…
Example prompts
- “Two limitations…\”
- “/limitation-weaver”
What it can do on your machine
Read from SKILL.md and the folder at commit c92912a. 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
No scripts in the folder and no shell commands in SKILL.md.
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
Limitation Weaver loads about 936 tokens when it runs. Until then it costs about 42 tokens; SKILL.md has 368 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); files beside SKILL.md are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 368 words (~936 tokens).
“Purpose: keep survey-grade intellectual honesty without triggering a strong generator-voice tell:”
- name
- limitation-weaver
- binding
- library
Files
Just SKILL.md in .codex/skills/limitation-weaver of WILLOSCAR/research-units-pipeline-skills.
Open the folder on GitHubat commit c92912a
Compare with similar skills
Limitation Weaver 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 |
|---|---|---|---|---|---|---|
| Limitation Weaver this skillWILLOSCAR/research-units-pipeline-skills | 513 | — | ~936 | Automated safety check: Pass | None | |
| Rewrite Plannexu-io/open-design | 100k | — | ~511 | Automated safety check: Pass | Apache-2.0 | |
| Implementing API Abuse Detection With Rate Limitingmukul975/Anthropic-Cybersecurity-Skills | 34k | — | ~3.4k | Automated safety check: Pass | Apache-2.0 | |
| Web3 Rate Limiting Circuit Breakersickn33/agentic-awesome-skills | 47k | 1 repos | ~1.4k | Automated safety check: Pass | MIT | |
| Limitsparcadei/Continuous-Claude-v3 | 3.9k | 1 repos | ~318 | Automated safety check: Notes | MIT | |
| Performing API Rate Limiting Bypassmukul975/Anthropic-Cybersecurity-Skills | 34k | — | ~4.4k | Automated safety check: Pass | Apache-2.0 |
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Limits
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Problem-solving strategies for limits in real analysis. An agent skill from parcadei/Continuous-Claude-v3.
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Tests API rate limiting for bypass vulnerabilities using Python (requests/aiohttp) and Burp Suite Turbo Intruder to manipulate headers (e.g.
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All 107 skills in this repoAppendix Table Writer
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Artifact Contract Auditor
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Chapter Lead Writer
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Write H2 chapter lead blocks (sections/S<secidlead.md) that preview the chapter's comparison lens and connect its H3 subsections, without adding new facts.
Chapter Skeleton
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Build a retrieval-informed chapter skeleton (outline/chapterskeleton.yml) from taxonomy/core scope before stable H3 decomposition.
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Questions about Limitation Weaver
What does Limitation Weaver do?
Rewrite limitation passages so the paper keeps limitations without falling into count-based slot phrases (e.g., \"Two limitations…\") across many H3s. Limitation Weaver is an agent skill from WILLOSCAR/research-units-pipeline-skills., \"Two limitations…\") across many H3s.
How do I install Limitation Weaver in Claude Code?
Run `npx skills add WILLOSCAR/research-units-pipeline-skills --skill limitation-weaver -a claude-code`. Or copy the skill folder (.codex/skills/limitation-weaver in WILLOSCAR/research-units-pipeline-skills) into .claude/skills/limitation-weaver in your project. Claude Code loads it when a task matches its description.
How do I install Limitation Weaver in Codex?
Run `npx skills add WILLOSCAR/research-units-pipeline-skills --skill limitation-weaver -a codex`. Or copy the skill folder (.codex/skills/limitation-weaver in WILLOSCAR/research-units-pipeline-skills) into .agents/skills/limitation-weaver in your project. Codex loads it when a task matches its description.
Can I use Limitation Weaver 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 WILLOSCAR/research-units-pipeline-skills --skill limitation-weaver -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/limitation-weaver, .gemini/skills/limitation-weaver, .github/skills/limitation-weaver and .opencode/skills/limitation-weaver in your project.
What does Limitation Weaver need to run?
SKILL.md names no scripts, command-line tools or credentials: Limitation Weaver is instructions for the agent only.
Does Limitation Weaver 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 Limitation Weaver 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. Review the folder before installing.
What licence does Limitation Weaver use?
No licence was found for Limitation Weaver or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Limitation Weaver use?
About 936 tokens (SKILL.md is roughly 3.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Limitation Weaver?
Skills that share tags, products or a category with Limitation Weaver: Rewrite Plan (nexu-io/open-design, 100k stars), Implementing API Abuse Detection With Rate Limiting (mukul975/Anthropic-Cybersecurity-Skills, 34k stars), Web3 Rate Limiting Circuit Breaker (sickn33/agentic-awesome-skills, 47k stars) and Limits (parcadei/Continuous-Claude-v3, 3.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Limitation Weaver?
WILLOSCAR (a GitHub user) maintains it in WILLOSCAR/research-units-pipeline-skills, which has 513 GitHub stars. The repository holds 107 skills in this directory. The repository was last updated on October 5, 2026.
Source: WILLOSCAR/research-units-pipeline-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.