Crawl4AI Web Scraping
smallnest/goclaw
Scrapes sites, handles JavaScript-heavy pages and extracts structured data with Crawl4AI, through its crwl CLI or Python SDK, including schema-based extraction without an LLM.
Process multiple source documents with Extract-Then-Aggregate discipline.
Install Ingest Sources
$ npx skills add kbanc85/claudia --skill ingest-sources -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install kbanc85/claudia ingest-sources --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/kbanc85/claudia.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/claudia/skills/ingest-sources .claude/skills/ingest-sources && 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 "ingest-sources" agent skill from https://github.com/kbanc85/claudia/tree/main/plugins/claudia/skills/ingest-sources into .claude/skills/ingest-sources/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ingest-sources", 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/kbanc85/claudia/tree/main/plugins/claudia/skills/ingest-sourcesType 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 kbanc85/claudia --skill ingest-sources -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install kbanc85/claudia ingest-sources --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/kbanc85/claudia.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/claudia/skills/ingest-sources .agents/skills/ingest-sources && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ingest-sources" agent skill from https://github.com/kbanc85/claudia/tree/main/plugins/claudia/skills/ingest-sources into .agents/skills/ingest-sources/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ingest-sources", 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 kbanc85/claudia --skill ingest-sources -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install kbanc85/claudia ingest-sources --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/kbanc85/claudia.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/claudia/skills/ingest-sources .cursor/skills/ingest-sources && 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 "ingest-sources" agent skill from https://github.com/kbanc85/claudia/tree/main/plugins/claudia/skills/ingest-sources into .cursor/skills/ingest-sources/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ingest-sources", 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/kbanc85/claudia.git --path plugins/claudia/skills/ingest-sources--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 kbanc85/claudia --skill ingest-sources -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install kbanc85/claudia ingest-sources --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/kbanc85/claudia.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/claudia/skills/ingest-sources .gemini/skills/ingest-sources && 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 "ingest-sources" agent skill from https://github.com/kbanc85/claudia/tree/main/plugins/claudia/skills/ingest-sources into .gemini/skills/ingest-sources/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ingest-sources", 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 kbanc85/claudia ingest-sourcesInstalls 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 kbanc85/claudia --skill ingest-sources -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/kbanc85/claudia.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/claudia/skills/ingest-sources .github/skills/ingest-sources && 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 "ingest-sources" agent skill from https://github.com/kbanc85/claudia/tree/main/plugins/claudia/skills/ingest-sources into .github/skills/ingest-sources/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ingest-sources", 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 kbanc85/claudia --skill ingest-sources -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install kbanc85/claudia ingest-sources --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/kbanc85/claudia.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/claudia/skills/ingest-sources .opencode/skills/ingest-sources && 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 "ingest-sources" agent skill from https://github.com/kbanc85/claudia/tree/main/plugins/claudia/skills/ingest-sources into .opencode/skills/ingest-sources/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ingest-sources", 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
ingest-sources- GitHub stars
- 296
- Token cost
- ~2.5k tokens
- SKILL.md length
- 655 words
- Files
- 2 (incl. references)
- Skills in repo
- 37
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Process multiple source documents with Extract-Then-Aggregate discipline.
- Works in 5 steps: Inventory → File-Then-Extract (Per Document) → Consolidation → …
- User shares multiple transcripts
- SKILL.md covers Trigger, Why This Skill Exists, Input and The Five-Phase Workflow, plus 6 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Ingest Sources is an agent skill from kbanc85/claudia. Process multiple source documents with Extract-Then-Aggregate discipline. Use when user shares multiple transcripts, emails, or documents for batch processing. See also: capture-meeting for a single meeting transcript; file-document for a single document; summarize-doc when you only need a summary.
Its SKILL.md is about 2.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/extraction-patterns.md`).
It sits in Data & Analytics, covering Data pipelines and ETL. The repository describes itself as: Terminal-based AI chief of staff. Remembers relationships, tracks commitments, helps you think strategically. Runs on Claude Code.
When your agent uses it
- User shares multiple transcripts
- Documents for batch processing
Example prompts
- “/ingest-sources”
Workflow steps
5 steps, taken from the step headings in SKILL.md.
- Inventory
- File-Then-Extract (Per Document)
- Consolidation
- Verification
- Storage
What it can do on your machine
Read from SKILL.md and the folder at commit eb63cec. 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 (its code samples are bash).
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
Ingest Sources loads about 2.5k tokens when it runs, and up to ~3.9k if it reads all its reference files. Until then it costs about 80 tokens; SKILL.md has 655 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
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 655 words (~2,523 tokens).
“Process multiple source documents (transcripts, emails, documents) using Extract-Then-Aggregate discipline to ensure no entity with dedicated sources gets lost.”
- name
- ingest-sources
- argument-hint
- folder-path
- effort-level
- max
Files
SKILL.md and 1 other file (references) in plugins/claudia/skills/ingest-sources of kbanc85/claudia.
- SKILL.md
- references/extraction-patterns.md
Open the folder on GitHubat commit eb63cec
Compare with similar skills
Ingest Sources 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 |
|---|---|---|---|---|---|---|
| Ingest Sources this skillkbanc85/claudia | 296 | — | ~2.5k | Automated safety check: Pass | Custom licence | |
| Crawl4AI Web Scrapingsmallnest/goclaw | 599 | 1 repos | ~2.5k | Automated safety check: Pass | MIT | |
| Glue 09 10 Migrationaws-samples/aws-glue-samples | 1.5k | — | ~2.4k | Automated safety check: Pass | MIT-0 | |
| Migrate Glue Devendpoint To Interactive Sessionsaws-samples/aws-glue-samples | 1.5k | — | ~3.6k | Automated safety check: Pass | MIT-0 | |
| Dbt Databricks PR Readydatabricks/dbt-databricks | 380 | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | |
| Apache Spark EngineerJeffallan/claude-skills | 12k | 1 repos | ~1.7k | Automated safety check: Pass | MIT |
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Categories
Questions about Ingest Sources
What does Ingest Sources do?
Process multiple source documents with Extract-Then-Aggregate discipline. Ingest Sources is an agent skill from kbanc85/claudia. Process multiple source documents with Extract-Then-Aggregate discipline.
When should I use Ingest Sources?
Ingest Sources fits situations like: user shares multiple transcripts; documents for batch processing.
How do I install Ingest Sources in Claude Code?
Run `npx skills add kbanc85/claudia --skill ingest-sources -a claude-code`. Or copy the skill folder (plugins/claudia/skills/ingest-sources in kbanc85/claudia) into .claude/skills/ingest-sources in your project. Claude Code loads it when a task matches its description.
How do I install Ingest Sources in Codex?
Run `npx skills add kbanc85/claudia --skill ingest-sources -a codex`. Or copy the skill folder (plugins/claudia/skills/ingest-sources in kbanc85/claudia) into .agents/skills/ingest-sources in your project. Codex loads it when a task matches its description.
Can I use Ingest Sources 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 kbanc85/claudia --skill ingest-sources -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ingest-sources, .gemini/skills/ingest-sources, .github/skills/ingest-sources and .opencode/skills/ingest-sources in your project.
What does Ingest Sources need to run?
SKILL.md names no scripts, command-line tools or credentials: Ingest Sources is instructions for the agent only.
Does Ingest Sources 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 Ingest Sources 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 Ingest Sources use?
Ingest Sources has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Ingest Sources use?
About 2.5k tokens (SKILL.md is roughly 10k 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 1.3k tokens, read only when the agent opens those files.
What are the alternatives to Ingest Sources?
Skills that share tags, products or a category with Ingest Sources: Crawl4AI Web Scraping (smallnest/goclaw, 599 stars), Glue 09 10 Migration (aws-samples/aws-glue-samples, 1.5k stars), Migrate Glue Devendpoint To Interactive Sessions (aws-samples/aws-glue-samples, 1.5k stars) and Dbt Databricks PR Ready (databricks/dbt-databricks, 380 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Ingest Sources?
kbanc85 (a GitHub user) maintains it in kbanc85/claudia, which has 296 GitHub stars. The repository holds 37 skills in this directory. The repository was last updated on September 4, 2026.
Source: kbanc85/claudia on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.