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Agent skill

Agora

by flancian in flancian/agora

Access the Agora Knowledge Commons to search for concepts, resolve [[wikilinks]], and explore the distributed knowledge graph.

Apache-2.0Auto-check passedKnowledge Management

Install Agora

skills CLI
$ npx skills add flancian/agora --skill agora -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install flancian/agora agora --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/flancian/agora.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.gemini/skills/agora .claude/skills/agora && rm -rf skills-src

Use ~/.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/

Facts

Skill name
agora
GitHub stars
136
Token cost
~295 tokens
SKILL.md length
120 words
Files
2 (incl. scripts)
Skills in repo
1
Repo updated
First seen
Licence
Apache-2.0

At a glance

Access the Agora Knowledge Commons to search for concepts, resolve [[wikilinks]], and explore the distributed knowledge graph.

  • Works in 2 steps: Resolve a Node → Search
  • Asks about the Agora
  • SKILL.md covers Usage and Configuration
  • Runs Python scripts from its folder; calls python3; reaches anagora.org

What it does

Agora is an agent skill from flancian/agora. Access the Agora Knowledge Commons to search for concepts, resolve [[wikilinks]], and explore the distributed knowledge graph. Use this when the user asks about "the Agora", mentions a [[wikilink]], or wants to search for knowledge in the commons.

Its SKILL.md is about 300 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/agora.py`).

It sits in Knowledge Management, covering Knowledge graphs. It works with Python. The repository describes itself as: A possible implementation of the Agora (flancia.org/agora). The licence is Apache-2.0.

When your agent uses it

  • Asks about the Agora
  • Mentions a [[wikilink]]
  • Wants to search for knowledge in the commons

Example prompts

  • “the Agora”
  • “/agora”

Requirements

  • Python 3

Workflow steps

2 steps, taken from the first numbered list in SKILL.md.

  1. Resolve a Node
  2. Search

What it can do on your machine

Read from SKILL.md and the folder at commit f56d42d. 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

    Ships 1 file in scripts/ (Python), which the agent can run.

    Shell commands in SKILL.md call:

    • python3

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • anagora.org

    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

Agora loads about 295 tokens when it runs. Until then it costs about 63 tokens; SKILL.md has 120 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~63
When it runs · the whole SKILL.md, loaded when a task matches
~295

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); the scripts in this folder are not scanned.

SKILL.md

The full file from flancian/agora at commit f56d42d, republished under its Apache-2.0 licence (© flancian). 120 words, ~295 tokens.

Download SKILL.mdSave it as .claude/skills/agora/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
agora
description
Access the Agora Knowledge Commons to search for concepts, resolve [[wikilinks]], and explore the distributed knowledge graph. Use this when the user asks about "the Agora", mentions a [[wikilink]], or wants to search for knowledge in the commons.

Agora Skill

This skill allows you to interact with the Agora, a distributed knowledge graph.

Usage

Use the provided python script scripts/agora.py to perform actions.

Commands

  1. Resolve a Node:

    • To look up a specific concept or wikilink (e.g., [[Love]] or just "Love" if context implies a node).
    • Command: python3 scripts/agora.py resolve "[[Node Name]]"
    • Result: Returns the canonical URL and, if available, a synthesis or summary of the node.

  2. Search:

    • To search for a broad topic.
    • Command: python3 scripts/agora.py search "query string"
    • Result: Returns a list of matching nodes and their URLs.

Configuration

The script defaults to using https://anagora.org as the Agora instance. You can override this by setting the AGORA_URL environment variable (e.g., to http://localhost:5017 for local development).

© flancian, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file (scripts) in .gemini/skills/agora of flancian/agora.

  • SKILL.md
  • scripts/agora.py

Open the folder on GitHubat commit f56d42d

Compare with similar skills

Agora 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.

Agora compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Agora this skillflancian/agora136—~295Automated safety check: PassApache-2.0
LLM Wiki Knowledge GraphEgonex-AI/Understand-Anything86k1 repos~1.5kAutomated safety check: PassMIT
Geo Knowledgeyaojingang/GEOHub164—~349Automated safety check: PassAGPL-3.0
Mini Context Graphgithub/awesome-copilot40k1 repos~2kAutomated safety check: PassMIT
Npcpy Research Guidewentorai/research-plugins2981 repos~818Automated safety check: PassMIT
Paper AnalyzerLigphiDonk/Oh-my--paper7381 repos~973Automated safety check: PassMIT

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  • LLM Wiki Knowledge Graph

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    Detects a Karpathy-pattern LLM wiki and builds an interactive knowledge graph with entities, implicit relationships and topic clusters.

    86k GitHub starsUsed in 1 repo~1.5k tokens
    Knowledge ManagementAuto-check passed

  • Geo Knowledge

    yaojingang/GEOHub

    Build and query an evidence-lined GEO knowledge graph from approved source bundles.

    164 GitHub stars~349 tokensUpdated 1 mo ago
    Knowledge ManagementAuto-check passed

  • Mini Context Graph

    github/awesome-copilot

    Official

    A persistent, compounding knowledge base combining Karpathy's LLM Wiki pattern with a structured knowledge graph.

    40k GitHub starsUsed in 1 repo~2k tokens
    Knowledge ManagementAuto-check passed

  • Npcpy Research Guide

    wentorai/research-plugins

    All-in-one Python library for NLP, agents, and knowledge graphs

    298 GitHub starsUsed in 1 repo~818 tokens
    Knowledge ManagementAuto-check passed

  • Paper Analyzer

    LigphiDonk/Oh-my--paper

    Analyzes one research paper in depth, writing a structured note on its methods, experiments and limitations and adding it to a paper relationship graph.

    738 GitHub starsUsed in 1 repo~973 tokens
    Research & ScienceAuto-check passed

  • Cortexdb Memory Hermes

    liliang-cn/cortexdb

    Give a Python agent (such as Hermes Agent by Nous Research) durable, local-first memory plus a queryable SPARQL knowledge graph, backed by CortexDB through its gRPC sidecar and the cortexdb-client…

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Works with

Categories

Questions about Agora

What does Agora do?

Access the Agora Knowledge Commons to search for concepts, resolve [[wikilinks]], and explore the distributed knowledge graph. Agora is an agent skill from flancian/agora. Access the Agora Knowledge Commons to search for concepts, resolve [[wikilinks]], and explore the distributed knowledge graph.

When should I use Agora?

Agora fits situations like: asks about the Agora; mentions a [[wikilink]]; wants to search for knowledge in the commons.

How do I install Agora in Claude Code?

Run `npx skills add flancian/agora --skill agora -a claude-code`. Or copy the skill folder (.gemini/skills/agora in flancian/agora) into .claude/skills/agora in your project. Claude Code loads it when a task matches its description.

How do I install Agora in Codex?

Run `npx skills add flancian/agora --skill agora -a codex`. Or copy the skill folder (.gemini/skills/agora in flancian/agora) into .agents/skills/agora in your project. Codex loads it when a task matches its description.

Can I use Agora 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 flancian/agora --skill agora -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/agora, .gemini/skills/agora, .github/skills/agora and .opencode/skills/agora in your project.

What does Agora need to run?

Going by SKILL.md and its folder, Agora needs Python for the scripts in its folder and the command-line tools its instructions call (python3). Our summary lists: Python 3.

Does Agora access the network?

SKILL.md names 1 domain. In commands or code: anagora.org; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Agora 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Agora use?

Agora is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Agora use?

About 295 tokens (SKILL.md is roughly 1.2k 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 Agora?

Skills that share tags, products or a category with Agora: LLM Wiki Knowledge Graph (Egonex-AI/Understand-Anything, 86k stars), Geo Knowledge (yaojingang/GEOHub, 164 stars), Mini Context Graph (github/awesome-copilot, 40k stars) and Npcpy Research Guide (wentorai/research-plugins, 298 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Agora?

flancian (a GitHub user) maintains it in flancian/agora, which has 136 GitHub stars. The repository was last updated on September 27, 2026.

Source: flancian/agora on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.