Parallel Batch Operations
QwenLM/qwen-code
Runs one operation across many files with parallel worker agents: finds files by glob pattern, splits them into chunks, launches workers and summarizes the results.
Process multiple documents in bulk with parallel execution. An agent skill from claude-office-skills/skills.
$ npx skills add claude-office-skills/skills --skill batch-processor -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install claude-office-skills/skills batch-processor --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/claude-office-skills/skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/batch-processor .claude/skills/batch-processor && 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 "batch-processor" agent skill from https://github.com/claude-office-skills/skills/tree/main/batch-processor into .claude/skills/batch-processor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "batch-processor", 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/claude-office-skills/skills/tree/main/batch-processorType 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 claude-office-skills/skills --skill batch-processor -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install claude-office-skills/skills batch-processor --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/claude-office-skills/skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/batch-processor .agents/skills/batch-processor && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "batch-processor" agent skill from https://github.com/claude-office-skills/skills/tree/main/batch-processor into .agents/skills/batch-processor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "batch-processor", 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 claude-office-skills/skills --skill batch-processor -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install claude-office-skills/skills batch-processor --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/claude-office-skills/skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/batch-processor .cursor/skills/batch-processor && 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 "batch-processor" agent skill from https://github.com/claude-office-skills/skills/tree/main/batch-processor into .cursor/skills/batch-processor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "batch-processor", 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/claude-office-skills/skills.git --path batch-processor--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 claude-office-skills/skills --skill batch-processor -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install claude-office-skills/skills batch-processor --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/claude-office-skills/skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/batch-processor .gemini/skills/batch-processor && 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 "batch-processor" agent skill from https://github.com/claude-office-skills/skills/tree/main/batch-processor into .gemini/skills/batch-processor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "batch-processor", 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 claude-office-skills/skills batch-processorInstalls 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 claude-office-skills/skills --skill batch-processor -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/claude-office-skills/skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/batch-processor .github/skills/batch-processor && 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 "batch-processor" agent skill from https://github.com/claude-office-skills/skills/tree/main/batch-processor into .github/skills/batch-processor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "batch-processor", 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 claude-office-skills/skills --skill batch-processor -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install claude-office-skills/skills batch-processor --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/claude-office-skills/skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/batch-processor .opencode/skills/batch-processor && 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 "batch-processor" agent skill from https://github.com/claude-office-skills/skills/tree/main/batch-processor into .opencode/skills/batch-processor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "batch-processor", 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.
batch-processorProcess multiple documents in bulk with parallel execution. An agent skill from claude-office-skills/skills.
Batch Processor is an agent skill from claude-office-skills/skills. Process multiple documents in bulk with parallel execution
Its SKILL.md is about 1.1k 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: A curated collection of practical Claude Skills for real-world office tasks. The licence is MIT.
3 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 9c4c7d5. 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:
pipFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use 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.
Batch Processor loads about 1.1k tokens when it runs. Until then it costs about 19 tokens; SKILL.md has 122 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 claude-office-skills/skills at commit 9c4c7d5, republished under its MIT licence (© claude-office-skills). 122 words, ~1,084 tokens.
.claude/skills/batch-processor/SKILL.md (or your agent's skills folder).This skill enables efficient bulk processing of documents - convert, transform, extract, or analyze hundreds of files with parallel execution and progress tracking.
Example prompts:
Input: [file1, file2, ..., fileN]
│
▼
┌─────────────┐
│ Parallel │ ← Process multiple files concurrently
│ Workers │
└─────────────┘
│
▼
Output: [result1, result2, ..., resultN]from concurrent.futures import ProcessPoolExecutor, as_completed
from pathlib import Path
from tqdm import tqdm
def process_file(file_path: Path) -> dict:
"""Process a single file."""
# Your processing logic here
return {"path": str(file_path), "status": "success"}
def batch_process(input_dir: str, pattern: str = "*.*", max_workers: int = 4):
"""Process all matching files in directory."""
files = list(Path(input_dir).glob(pattern))
results = []
with ProcessPoolExecutor(max_workers=max_workers) as executor:
futures = {executor.submit(process_file, f): f for f in files}
for future in tqdm(as_completed(futures), total=len(files)):
file = futures[future]
try:
result = future.result()
results.append(result)
except Exception as e:
results.append({"path": str(file), "error": str(e)})
return results
# Usage
results = batch_process("/documents/invoices", "*.pdf", max_workers=8)
print(f"Processed {len(results)} files")import json
from pathlib import Path
class BatchProcessor:
def __init__(self, checkpoint_file: str = "checkpoint.json"):
self.checkpoint_file = checkpoint_file
self.processed = self._load_checkpoint()
def _load_checkpoint(self):
if Path(self.checkpoint_file).exists():
return json.load(open(self.checkpoint_file))
return {}
def _save_checkpoint(self):
json.dump(self.processed, open(self.checkpoint_file, "w"))
def process(self, files: list, processor_func):
for file in files:
if str(file) in self.processed:
continue # Skip already processed
try:
result = processor_func(file)
self.processed[str(file)] = {"status": "success", **result}
except Exception as e:
self.processed[str(file)] = {"status": "error", "error": str(e)}
self._save_checkpoint() # Resume-safe# Install required dependencies
pip install python-docx openpyxl python-pptx reportlab jinja2© claude-office-skills, MIT. 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 batch-processor of claude-office-skills/skills.
Open the folder on GitHubat commit 9c4c7d5
Batch Processor 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 |
|---|---|---|---|---|---|---|
| Batch Processor this skillclaude-office-skills/skills | 499 | — | ~1.1k | Automated safety check: Pass | MIT | |
| Parallel Batch OperationsQwenLM/qwen-code | 28k | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| Batchasgeirtj/system_prompts_leaks | 69k | — | ~1.3k | Automated safety check: Pass | CC0-1.0 | |
| Batch File Processorjeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~577 | Automated safety check: Pass | MIT | |
| Batchcodewhale-hq/Codewhale | 41k | — | ~157 | Automated safety check: Pass | MIT | |
| Parallel Execution Optimizeraffaan-m/ECC | 275k | 1 repos | ~712 | Automated safety check: Pass | MIT |
QwenLM/qwen-code
Runs one operation across many files with parallel worker agents: finds files by glob pattern, splits them into chunks, launches workers and summarizes the results.
asgeirtj/system_prompts_leaks
Research and plan a large-scale change, then execute it in parallel across 5–30 isolated worktree agents that each open a PR.
jeremylongshore/tons-of-skills-marketplace
Process batch file processor operations. An agent skill from jeremylongshore/tons-of-skills-marketplace.
codewhale-hq/Codewhale
Break a large, parallelizable goal into bounded work units, coordinate existing agent/worktree machinery, integrate, and verify.
affaan-m/ECC
Speed up a task by turning it into a dependency graph of parallel lanes with a lane matrix, batched reads and checks, write surfaces isolated by file, worktree, branch, or service, and a final…
openclaw/openclaw
Run macOS Parallels smoke with Discord send, host verification, host reply, and guest readback proof.
claude-office-skills/skills
Airtable database automation - views, automations, integrations, and workflow triggers
claude-office-skills/skills
Search and analyze academic literature. An agent skill from claude-office-skills/skills.
claude-office-skills/skills
Multi-platform ad copy generation for Google Ads, Meta/Facebook, TikTok, LinkedIn with A/B testing variants
claude-office-skills/skills
Generate complete presentations with AI - from outline to polished slides
claude-office-skills/skills
Batch convert documents between multiple formats using a unified pipeline
claude-office-skills/skills
Google Calendar and Outlook automation - scheduling optimization, meeting workflows, time blocking, and Slack/Sheets integration
Process multiple documents in bulk with parallel execution. An agent skill from claude-office-skills/skills. Batch Processor is an agent skill from claude-office-skills/skills.
Run `npx skills add claude-office-skills/skills --skill batch-processor -a claude-code`. Or copy the skill folder (batch-processor in claude-office-skills/skills) into .claude/skills/batch-processor in your project. Claude Code loads it when a task matches its description.
Run `npx skills add claude-office-skills/skills --skill batch-processor -a codex`. Or copy the skill folder (batch-processor in claude-office-skills/skills) into .agents/skills/batch-processor 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 claude-office-skills/skills --skill batch-processor -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/batch-processor, .gemini/skills/batch-processor, .github/skills/batch-processor and .opencode/skills/batch-processor in your project.
Going by SKILL.md and its folder, Batch Processor needs the command-line tools its instructions call (pip). Our summary lists: Python 3.
SKILL.md contains no URLs. Its commands use 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.
Batch Processor is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.1k tokens (SKILL.md is roughly 4.3k 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 Batch Processor: Parallel Batch Operations (QwenLM/qwen-code, 28k stars), Batch (asgeirtj/system_prompts_leaks, 69k stars), Batch File Processor (jeremylongshore/tons-of-skills-marketplace, 2.8k stars) and Batch (codewhale-hq/Codewhale, 41k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
claude-office-skills (a GitHub organization) maintains it in claude-office-skills/skills, which has 499 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on January 31, 2026.
Source: claude-office-skills/skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.