Firecrawl Knowledge Base
firecrawl/skills
Build a knowledge base from web content with Firecrawl. An agent skill from firecrawl/skills.
Update dashboard.yaml with current knowledge base metrics from analysis report
$ npx skills add Abilityai/cornelius --skill update-dashboard -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Abilityai/cornelius update-dashboard --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/Abilityai/cornelius.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/update-dashboard .claude/skills/update-dashboard && 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 "update-dashboard" agent skill from https://github.com/Abilityai/cornelius/tree/main/.claude/skills/update-dashboard into .claude/skills/update-dashboard/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "update-dashboard", 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/Abilityai/cornelius/tree/main/.claude/skills/update-dashboardType 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 Abilityai/cornelius --skill update-dashboard -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Abilityai/cornelius update-dashboard --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Abilityai/cornelius.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/update-dashboard .agents/skills/update-dashboard && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "update-dashboard" agent skill from https://github.com/Abilityai/cornelius/tree/main/.claude/skills/update-dashboard into .agents/skills/update-dashboard/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "update-dashboard", 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 Abilityai/cornelius --skill update-dashboard -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Abilityai/cornelius update-dashboard --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Abilityai/cornelius.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/update-dashboard .cursor/skills/update-dashboard && 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 "update-dashboard" agent skill from https://github.com/Abilityai/cornelius/tree/main/.claude/skills/update-dashboard into .cursor/skills/update-dashboard/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "update-dashboard", 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/Abilityai/cornelius.git --path .claude/skills/update-dashboard--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 Abilityai/cornelius --skill update-dashboard -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Abilityai/cornelius update-dashboard --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Abilityai/cornelius.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/update-dashboard .gemini/skills/update-dashboard && 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 "update-dashboard" agent skill from https://github.com/Abilityai/cornelius/tree/main/.claude/skills/update-dashboard into .gemini/skills/update-dashboard/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "update-dashboard", 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 Abilityai/cornelius update-dashboardInstalls 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 Abilityai/cornelius --skill update-dashboard -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Abilityai/cornelius.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/update-dashboard .github/skills/update-dashboard && 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 "update-dashboard" agent skill from https://github.com/Abilityai/cornelius/tree/main/.claude/skills/update-dashboard into .github/skills/update-dashboard/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "update-dashboard", 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 Abilityai/cornelius --skill update-dashboard -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Abilityai/cornelius update-dashboard --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Abilityai/cornelius.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/update-dashboard .opencode/skills/update-dashboard && 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 "update-dashboard" agent skill from https://github.com/Abilityai/cornelius/tree/main/.claude/skills/update-dashboard into .opencode/skills/update-dashboard/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "update-dashboard", 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.
update-dashboardUpdate dashboard.yaml with current knowledge base metrics from analysis report
Update Dashboard is an agent skill from Abilityai/cornelius. Update dashboard.yaml with current knowledge base metrics from analysis report
Its SKILL.md is about 1.7k 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 Knowledge Management, covering Knowledge bases. The repository describes itself as: AI-powered second brain template for Claude Code + Obsidian. The licence is MIT.
5 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit fd5e9a4. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteBashGlobFrom allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are yaml).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
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.
Update Dashboard loads about 1.7k tokens when it runs. Until then it costs about 24 tokens; SKILL.md has 245 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 noted patterns worth knowing about, such as sudo or a known installer.
allowed-tools: Read, Write, Bash, GlobAutomated 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 Abilityai/cornelius at commit fd5e9a4, republished under its MIT licence (© Abilityai). 245 words, ~1,696 tokens.
.claude/skills/update-dashboard/SKILL.md (or your agent's skills folder).Refresh the Trinity dashboard with current knowledge base metrics extracted from the analysis report.
Write to: /home/developer/dashboard.yaml
Read knowledge-base-analysis.md from the project rootExtract the following metrics using regex or line parsing:
**Analysis Date:** YYYY-MM-DD**Total Notes:** X,XXX**Blocks:** XX,XXX**Permanent Notes:** XXX**AI Insights:** XXX**Document Insights:** XXXConstruct the dashboard with gathered values:
title: "Cornelius Knowledge Base"
refresh: 300
sections:
- title: "Knowledge Base Overview"
layout: grid
columns: 3
widgets:
- type: metric
label: "Total Notes"
value: {total_notes}
trend: up
trend_value: "{notes_change}"
description: "All notes in vault"
- type: metric
label: "Total Blocks"
value: {total_blocks}
trend: up
trend_value: "{blocks_change}"
description: "Content blocks indexed"
- type: text
content: "Last Analysis: {analysis_date}"
size: small
color: gray
- title: "Note Categories"
layout: grid
columns: 3
widgets:
- type: metric
label: "Permanent Notes"
value: {permanent_notes}
trend: up
trend_value: "{permanent_change}"
description: "Atomic insights"
- type: metric
label: "AI Insights"
value: {ai_insights}
trend: up
trend_value: "{ai_change}"
description: "AI-extracted notes"
- type: metric
label: "Document Insights"
value: {document_insights}
trend: up
trend_value: "{doc_change}"
description: "Research extracts"
- type: metric
label: "MOCs"
value: {mocs}
trend: up
trend_value: "{mocs_change}"
description: "Navigation hubs"
- type: metric
label: "Source Notes"
value: {source_notes}
description: "Books & articles"
- type: metric
label: "Output Pieces"
value: {output_pieces}
trend: up
trend_value: "{output_change}"
description: "Published content"
- title: "Domain Distribution"
layout: grid
columns: 2
widgets:
- type: progress
label: "AI/Agents"
value: {ai_percent}
color: blue
- type: progress
label: "Neuroscience/Dopamine"
value: {neuro_percent}
color: purple
- type: progress
label: "Buddhism/Consciousness"
value: {buddhism_percent}
color: green
- type: progress
label: "Decision-Making"
value: {decision_percent}
color: orange
- type: progress
label: "Identity/Belief"
value: {identity_percent}
color: yellow
- type: progress
label: "Business/Marketing"
value: {business_percent}
color: gray
- title: "Growth & Activity"
layout: grid
columns: 4
widgets:
- type: metric
label: "Document Sessions"
value: {doc_sessions}
description: "Research sessions"
- type: metric
label: "Original Frameworks"
value: {frameworks}
description: "Custom models"
- type: metric
label: "Changelogs"
value: {changelogs}
description: "Activity records"
- type: text
content: "Phase: Technical Implementation"
size: small
color: blue
- title: "Seven Thematic Hubs"
layout: list
widgets:
- type: list
title: "Primary Knowledge Domains"
items:
- "Consciousness & Self (Buddhism-Neuroscience Bridge)"
- "Dopamine & Motivation (Master Hub)"
- "Decision-Making & Cognitive Biases"
- "Identity & Belief Systems"
- "AI Agents & Digital Intelligence (Largest - 546 notes)"
- "Flow States & Peak Performance"
- "Business & Content Marketing Psychology"
style: bullet
max_items: 7Use the following extraction logic:
Pattern: **Total Notes:** (\d+,?\d*) | **Blocks:** (\d+,?\d*) | **Permanent Notes:** (\d+) | **AI Insights:** (\d+) | **Document Insights:** (\d+)Look for lines with | Total notes | X,XXX | +XXX |
Extract value and change columnsPattern: AI/Agents.*:\s+(\d+)%
Pattern: Neuroscience.*:\s+(\d+)%
etc.Write the constructed YAML to /home/developer/dashboard.yamlEnsure:
Report what was updated:
Dashboard updated at {current_timestamp}
Metrics refreshed:
- Total Notes: {value} ({change})
- Permanent Notes: {value} ({change})
- AI Insights: {value} ({change})
- Document Insights: {value} ({change})
- Domain distribution: AI {X}%, Neuro {X}%, Buddhism {X}%...
Dashboard written to: /home/developer/dashboard.yamlThis skill can be scheduled via /trinity-schedules:
# Daily update (recommended)
/trinity-schedules add update-dashboard --cron "0 9 * * *"
# After each /analyze-kb run
Run manually: /update-dashboardNote: Dashboard data is only as fresh as the last /analyze-kb run. Consider running analyze-kb before update-dashboard for accurate metrics.
© Abilityai, 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 .claude/skills/update-dashboard of Abilityai/cornelius.
Open the folder on GitHubat commit fd5e9a4
Update Dashboard 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 |
|---|---|---|---|---|---|---|
| Update Dashboard this skillAbilityai/cornelius | 109 | — | ~1.7k | Automated safety check: Notes | MIT | |
| Firecrawl Knowledge Basefirecrawl/skills | 116 | — | ~612 | Automated safety check: Pass | ISC | |
| Kb Refreshtechwolf-ai/ai-first-toolkit | 132 | 1 repos | ~1.3k | Automated safety check: Pass | MIT | |
| Cf Crawldavila7/claude-code-templates | 32k | — | ~2.6k | Automated safety check: Notes | MIT | |
| Capture Conversationoutline/outline | 41k | — | ~474 | Automated safety check: Pass | Custom licence | |
| Project CairniBlinkQ/project-cairn | 235 | 2 repos | ~861 | Automated safety check: Pass | MIT |
firecrawl/skills
Build a knowledge base from web content with Firecrawl. An agent skill from firecrawl/skills.
techwolf-ai/ai-first-toolkit
Add new sources to your knowledge base or re-scrape existing ones to pick up changes.
davila7/claude-code-templates
Crawl entire websites using Cloudflare Browser Rendering /crawl API.
outline/outline
Save the current conversation, a decision, or a set of notes as a document in an Outline collection; use when the user wants to keep what was discussed in their knowledge base.
iBlinkQ/project-cairn
Standardize how an AI-collaboration project turns work into reusable knowledge.
datachain-ai/datachain
A skill your agent uses whenever datasets, cloud storage buckets, or data pipelines are mentioned — creating, saving, querying, listing, exploring, deleting, or processing data in S3, GCS, Azure…
Abilityai/cornelius
Generate images using Google's Nano Banana (Gemini 2.5 Flash Image).
Abilityai/cornelius
Protocol for creating dated changelog files after significant agent sessions.
Abilityai/cornelius
Create long-form articles from knowledge base insights. An agent skill from Abilityai/cornelius.
Abilityai/cornelius
Framework for distinguishing research findings from hypotheses and speculative synthesis.
Abilityai/cornelius
Extract the transcript from a YouTube video by URL or video ID.
Abilityai/cornelius
Standard format for capturing and documenting insights in the knowledge base.
Categories
Update dashboard.yaml with current knowledge base metrics from analysis report. Update Dashboard is an agent skill from Abilityai/cornelius.
Update Dashboard fits situations like: tasks that involve Knowledge bases.
Run `npx skills add Abilityai/cornelius --skill update-dashboard -a claude-code`. Or copy the skill folder (.claude/skills/update-dashboard in Abilityai/cornelius) into .claude/skills/update-dashboard in your project. Claude Code loads it when a task matches its description.
Run `npx skills add Abilityai/cornelius --skill update-dashboard -a codex`. Or copy the skill folder (.claude/skills/update-dashboard in Abilityai/cornelius) into .agents/skills/update-dashboard 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 Abilityai/cornelius --skill update-dashboard -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/update-dashboard, .gemini/skills/update-dashboard, .github/skills/update-dashboard and .opencode/skills/update-dashboard in your project.
SKILL.md names no scripts, command-line tools or credentials: Update Dashboard is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write, Bash, Glob.
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.
Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
Update Dashboard is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.7k tokens (SKILL.md is roughly 6.8k 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 Update Dashboard: Firecrawl Knowledge Base (firecrawl/skills, 116 stars), Kb Refresh (techwolf-ai/ai-first-toolkit, 132 stars), Cf Crawl (davila7/claude-code-templates, 32k stars) and Capture Conversation (outline/outline, 41k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Abilityai (a GitHub organization) maintains it in Abilityai/cornelius, which has 109 GitHub stars. The repository holds 51 skills in this directory. The repository was last updated on September 22, 2026.
Source: Abilityai/cornelius on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.