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bulk-ingestion

97 / 100 · Low risk

Fine to try. Some of what it can do is expected: a coding skill usually runs build and test commands.

By garrytan/gbrain (GitHub) · coding · 32,412 stars · scanned at commit 001c8c3

End-to-end discipline for turning any large data source (audio libraries, email takeouts, document corpora, chat exports, API dumps) into brain pages at scale. The lifecycle spine: SCHEMA → ACCESS → TRIAL → EVALUATE → IMPROVE → CODIFY → TEST → SKILLIFY → BULK → MONITOR. State is tracked in a durable JSON manifest (see MANIFEST-PATTERN.md) so any crash, session boundary, or subagent fan-out resumes from ground truth instead of memory.

Works with any agent that supports SKILL.md skills.

What this skill can do

Other copies in this repository

garrytan/gbrain has 2 more folders with a skill named bulk-ingestion. This page shows the lowest-scoring copy.

• plugin/skills/bulk-ingestion 97/100 · Low risk
• plugin-variants/gbrain-daily/skills/bulk-ingestion 97/100 · Low risk

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'bulk-ingestion' ] || [ -L ~/.agents/skills/'bulk-ingestion' ]; then echo 'A skill folder named bulk-ingestion already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/garrytan/gbrain' "$d" && git -C "$d" checkout --quiet '001c8c39e84d726e9bb6ecbae053458c970d5af3' -- 'skills/bulk-ingestion' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/bulk-ingestion' ~/.agents/skills/'bulk-ingestion' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'bulk-ingestion' ~/.claude/skills/'bulk-ingestion' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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Score history