Export
ai-analyst-lab/ai-analyst
Export analysis results in different formats for different audiences — email summaries, Slack updates, decision briefs, Google Docs with embedded charts, Word documents, slide decks, or raw data CSVs.
Route and run organizational ingestion through Egregore Runtime for files, folders, meetings, Google Workspace, Notion, interviews, or bulk corpora.
Install Ingest
$ npx skills add egregore-labs/egregore --skill ingest -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install egregore-labs/egregore ingest --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/egregore-labs/egregore.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.codex/skills/ingest .claude/skills/ingest && 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" agent skill from https://github.com/egregore-labs/egregore/tree/main/.codex/skills/ingest into .claude/skills/ingest/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ingest", 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/egregore-labs/egregore/tree/main/.codex/skills/ingestType 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 egregore-labs/egregore --skill ingest -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install egregore-labs/egregore ingest --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/egregore-labs/egregore.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.codex/skills/ingest .agents/skills/ingest && 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" agent skill from https://github.com/egregore-labs/egregore/tree/main/.codex/skills/ingest into .agents/skills/ingest/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ingest", 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 egregore-labs/egregore --skill ingest -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install egregore-labs/egregore ingest --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/egregore-labs/egregore.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.codex/skills/ingest .cursor/skills/ingest && 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" agent skill from https://github.com/egregore-labs/egregore/tree/main/.codex/skills/ingest into .cursor/skills/ingest/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ingest", 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/egregore-labs/egregore.git --path .codex/skills/ingest--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 egregore-labs/egregore --skill ingest -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install egregore-labs/egregore ingest --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/egregore-labs/egregore.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.codex/skills/ingest .gemini/skills/ingest && 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" agent skill from https://github.com/egregore-labs/egregore/tree/main/.codex/skills/ingest into .gemini/skills/ingest/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ingest", 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 egregore-labs/egregore ingestInstalls 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 egregore-labs/egregore --skill ingest -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/egregore-labs/egregore.git skills-src && mkdir -p .github/skills && cp -r skills-src/.codex/skills/ingest .github/skills/ingest && 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" agent skill from https://github.com/egregore-labs/egregore/tree/main/.codex/skills/ingest into .github/skills/ingest/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ingest", 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 egregore-labs/egregore --skill ingest -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install egregore-labs/egregore ingest --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/egregore-labs/egregore.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.codex/skills/ingest .opencode/skills/ingest && 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" agent skill from https://github.com/egregore-labs/egregore/tree/main/.codex/skills/ingest into .opencode/skills/ingest/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ingest", 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- GitHub stars
- 291
- Token cost
- ~376 tokens
- SKILL.md length
- 155 words
- Files
- 1
- Skills in repo
- 43
- Repo updated
- First seen
- Licence
- MIT
At a glance
Route and run organizational ingestion through Egregore Runtime for files, folders, meetings, Google Workspace, Notion, interviews, or bulk corpora.
- Works in 6 steps: Read .claude/skills/ingest/SKILL.md for… → Run the referenced bin/ scripts directly… → Treat graph and publish steps as… → …
- Bring this into Egregore
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Index this folder
What it does
Ingest is an agent skill from egregore-labs/egregore. Route and run organizational ingestion through Egregore Runtime for files, folders, meetings, Google Workspace, Notion, interviews, or bulk corpora. Use for 'ingest', 'bring this into Egregore', 'index this folder', or 'import our docs'.
Its SKILL.md is about 380 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Documents & Office, covering Cloud office suites. It works with Google Workspace and Notion. The repository describes itself as: Shared intelligence layer for organizations. The licence is MIT.
When your agent uses it
- Bring this into Egregore
- Index this folder
- Import our docs
Example prompts
- “ingest”
- “bring this into Egregore”
- “index this folder”
- “/ingest”
Workflow steps
6 steps, taken from the first numbered list in SKILL.md.
- Read .claude/skills/ingest/SKILL.md for the workflow details.
- Run the referenced bin/ scripts directly from Codex.
- Treat graph and publish steps as best-effort unless that workflow explicitly
- For every external notification, follow
- Keep local-mode behavior filesystem-first and avoid graph or notification
- Never call the deprecated egregore-handoff CLI for Egregore project
What it can do on your machine
Read from SKILL.md and the folder at commit 05b8672. 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
Ingest loads about 376 tokens when it runs. Until then it costs about 61 tokens; SKILL.md has 155 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
The full file from egregore-labs/egregore at commit 05b8672, republished under its MIT licence (© egregore-labs). 155 words, ~376 tokens.
Download SKILL.mdSave it as
.claude/skills/ingest/SKILL.md (or your agent's skills folder).- name
- ingest
- description
- Route and run organizational ingestion through Egregore Runtime for files, folders, meetings, Google Workspace, Notion, interviews, or bulk corpora. Use for 'ingest', 'bring this into Egregore', 'index this folder', or 'import our docs'.
<!-- generated-by: bin/codex-sync-skills.sh -->Egregore ingest Adapter
This adapter runs the canonical Egregore workflow for ingest. Its one
maintained body is .claude/skills/ingest/SKILL.md; read that file completely and follow it here.
Use the project shell and filesystem directly. Do not invoke Claude Code
commands. Translate interactive choices to structured Codex question tooling
when it is available; otherwise render compact numbered choices with an
Other: option and wait for the user.
- Read
.claude/skills/ingest/SKILL.mdfor the workflow details. - Run the referenced
bin/scripts directly from Codex. - Treat graph and publish steps as best-effort unless that workflow explicitly says they are required.
- For every external notification, follow
.claude/context/notification-consent.md: plan without sending, then show a separate exact Send / Edit / Cancel checkpoint. Never infer notification consent from the workflow request or a batch approval. - Keep local-mode behavior filesystem-first and avoid graph or notification
calls when
egregore.jsondeclares"mode": "local". - Never call the deprecated
egregore-handoffCLI for Egregore project handoffs.
© egregore-labs, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in .codex/skills/ingest of egregore-labs/egregore.
Open the folder on GitHubat commit 05b8672
Compare with similar skills
Ingest 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 this skillegregore-labs/egregore | 291 | — | ~376 | Automated safety check: Pass | MIT | |
| Exportai-analyst-lab/ai-analyst | 304 | — | ~3.8k | Automated safety check: Pass | MIT | |
| API GatewayCraftOS-dev/CraftBot | 392 | 3 repos | ~7.1k | Automated safety check: Pass | MIT | |
| Managing Google Workspacetaylorwilsdon/google_workspace_mcp | 3.3k | — | ~2.9k | Automated safety check: Pass | MIT | |
| Gogopenclaw/gogcli | 8.5k | — | ~2.9k | Automated safety check: Pass | MIT | |
| Gws Calendar Agendagoogleworkspace/cli | 31k | 1 repos | ~389 | Automated safety check: Pass | Apache-2.0 |
Similar skills
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CraftOS-dev/CraftBot
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Managing Google Workspace
taylorwilsdon/google_workspace_mcp
Manages Google Workspace operations across 12 services (Gmail, Drive, Calendar, Docs, Sheets, Slides, Forms, Tasks, Contacts, Chat, Apps Script, Custom Search).
Gog
openclaw/gogcli
gog CLI: safe Google Workspace automation, JSON, auth, scoped reads/writes.
Gws Calendar Agenda
googleworkspace/cli
Google Calendar: Show upcoming events across all calendars. An agent skill from googleworkspace/cli.
Gws Drive Upload
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All 43 skills in this repoIngest User Interview
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Analyze a user interview from Granola, pasted text, or a file into an evidence-backed briefing, journey insights, product findings, patterns, and actions.
Meeting
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Analyze a Granola meeting into an evidence-backed briefing, decisions, findings, patterns, actions, and continuity.
View
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Generate a branded HTML artifact from Egregore data (quest, handoff, activity, board, network, or any document) and open it in the browser.
Activity
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Explicit Activity card only. An agent skill from egregore-labs/egregore.
Checkup
egregore-labs/egregore
Run diagnostics on an Egregore environment and render a health report, repairing safe local Runtime problems when possible.
Dashboard
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Explicit personal-status surface for /dashboard or a direct request for the whole personal overview.
Related
Works with
Categories
Questions about Ingest
What does Ingest do?
Route and run organizational ingestion through Egregore Runtime for files, folders, meetings, Google Workspace, Notion, interviews, or bulk corpora. Ingest is an agent skill from egregore-labs/egregore. Route and run organizational ingestion through Egregore Runtime for files, folders, meetings, Google Workspace, Notion, interviews, or bulk corpora.
When should I use Ingest?
Ingest fits situations like: bring this into Egregore; index this folder; import our docs.
How do I install Ingest in Claude Code?
Run `npx skills add egregore-labs/egregore --skill ingest -a claude-code`. Or copy the skill folder (.codex/skills/ingest in egregore-labs/egregore) into .claude/skills/ingest in your project. Claude Code loads it when a task matches its description.
How do I install Ingest in Codex?
Run `npx skills add egregore-labs/egregore --skill ingest -a codex`. Or copy the skill folder (.codex/skills/ingest in egregore-labs/egregore) into .agents/skills/ingest in your project. Codex loads it when a task matches its description.
Can I use Ingest 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 egregore-labs/egregore --skill ingest -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, .gemini/skills/ingest, .github/skills/ingest and .opencode/skills/ingest in your project.
What does Ingest need to run?
SKILL.md names no scripts, command-line tools or credentials: Ingest is instructions for the agent only.
Does Ingest 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 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 use?
Ingest 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 Ingest use?
About 376 tokens (SKILL.md is roughly 1.5k 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 Ingest?
Skills that share tags, products or a category with Ingest: Export (ai-analyst-lab/ai-analyst, 304 stars), API Gateway (CraftOS-dev/CraftBot, 392 stars), Managing Google Workspace (taylorwilsdon/google_workspace_mcp, 3.3k stars) and Gog (openclaw/gogcli, 8.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Ingest?
egregore-labs (a GitHub organization) maintains it in egregore-labs/egregore, which has 291 GitHub stars. The repository holds 43 skills in this directory. The repository was last updated on October 1, 2026.
Source: egregore-labs/egregore on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.