You signed in with another tab or window. Reload to refresh your session.You signed out in another tab or window. Reload to refresh your session.You switched accounts on another tab or window. Reload to refresh your session.Dismiss alert
Copy file name to clipboardExpand all lines: AGENTS.md
+1-1Lines changed: 1 addition & 1 deletion
Display the source diff
Display the rich diff
Original file line number
Diff line number
Diff line change
@@ -4,7 +4,7 @@ This file is intended for AI coding agents (Claude Code, OpenClaw, Codex, Copilo
4
4
5
5
## What This Repo Is
6
6
7
-
**FirstData** is a structured knowledge base of global authoritative open data sources. It is a **pure data repository** — no application code, no runtime logic.
7
+
**FirstData** is the External Facts Context Layer for AI Agents — a structured, authoritative collection of global open data sources. It is a **pure data repository** — no application code, no runtime logic.
8
8
9
9
Your job here is to **create or edit JSON metadata files** that describe real-world data sources (government databases, international organizations, academic datasets, etc.).
All notable changes to FirstData are documented in this file. Repositioning
4
+
milestones are linked to the relevant ADR under `docs/adr/`.
5
+
6
+
## [Unreleased]
7
+
8
+
### Changed
9
+
-**Positioning**: Repositioned from "Open Data Source Repository / 数据源知识库 / knowledge base" to **"The External Facts Context Layer for AI Agents"** across 8 source files (26 copy edits, 0 KEEP). See [ADR-001](docs/adr/ADR-001-positioning-context-layer.md). Three-language self-title symmetry closure per anti-pattern #29 BB.
10
+
11
+
### Added
12
+
-`docs/adr/` directory with `README.md` index and `ADR-001-positioning-context-layer.md`.
13
+
-`docs/positioning-rollout-tracker.md` living companion for scope lock v4 and per-file breakdown.
Copy file name to clipboardExpand all lines: CLAUDE.md
+1-1Lines changed: 1 addition & 1 deletion
Display the source diff
Display the rich diff
Original file line number
Diff line number
Diff line change
@@ -4,7 +4,7 @@ This file provides guidance to Claude Code (claude.ai/code) when working with co
4
4
5
5
## Project Overview
6
6
7
-
**FirstData** is a structured knowledge base of global authoritative open data sources. It is a **pure data repository** — no application code, no runtime logic.
7
+
**FirstData** is the External Facts Context Layer for AI Agents — a structured, authoritative collection of global open data sources. It is a **pure data repository** — no application code, no runtime logic.
8
8
9
9
Your job here is to **create or edit JSON metadata files** that describe real-world data sources (government databases, international organizations, academic datasets, etc.).
Copy file name to clipboardExpand all lines: README.en.md
+6-6Lines changed: 6 additions & 6 deletions
Display the source diff
Display the rich diff
Original file line number
Diff line number
Diff line change
@@ -4,7 +4,7 @@ English | **[中文](README.md)** | **[日本語](README.ja.md)**
4
4
5
5
---
6
6
7
-
**The World's Most Comprehensive, Authoritative, and Structured Open Data Source Repository — Agent First**
7
+
**The External Facts Context Layer for AI Agents**
8
8
9
9
> **Agent First**: FirstData is designed with AI Agents as the primary user. Agents can automatically register, activate, and configure MCP via standardized Skills — zero human intervention required.
10
10
@@ -27,7 +27,7 @@ When noise, patchwork content, and hallucinations become the default background,
27
27
28
28
### Our Mission: Building the Trusted Foundation for the AI Era
29
29
30
-
This project aims to build a **global, authoritative, and structured Primary Sources knowledge base**.
30
+
This project aims to build a **global, authoritative, and structured External Facts Context Layer for AI Agents** built on primary sources.
31
31
32
32
We systematically discover and aggregate high-trust sources across domains—covering scientific research, government disclosures, laws and regulations, corporate filings and financial reports, standards and authoritative industry materials—**transforming scattered, non-standard, difficult-to-reuse original content into traceable, verifiable, and citable "Core Facts"**, while preserving complete evidence chains and version history, ensuring that every conclusion can be traced "back to the source".
33
33
@@ -63,7 +63,7 @@ We systematically discover and aggregate high-trust sources across domains—cov
63
63
| 📊 **Structured Metadata System**| Complete metadata standards (access URLs, API interfaces, authority levels, update frequency, data content, etc.), not just links | Machine-readable, programmable access, supports automated evidence chain construction |
64
64
| ⭐ **Authority Level Classification**| Six authority levels: government, international organizations, research institutions, market, commercial, and others | Scientifically assess data source credibility, provide quality filtering basis for AI |
65
65
| 🤖 **AI Smart Search**| LLM-driven data source query Agent that understands complex multi-dimensional queries | Get authoritative data sources through natural language, no manual filtering needed |
66
-
| 🔌 **MCP Protocol Integration**| Provides standard MCP Server, integrable with Claude Desktop, Cline, and other AI applications | Enable any AI application to access the authoritative data source knowledge base|
66
+
| 🔌 **MCP Protocol Integration**| Provides standard MCP Server, integrable with Claude Desktop, Cline, and other AI applications | Enable any AI application to access the authoritative external facts context layer|
67
67
| 🤖 **Agent Skill Distribution**| Standardized Skill definition — Agents can auto-register tokens, auto-configure MCP, zero human intervention | Agent First — Let Agents access authoritative data like a built-in capability |
68
68
| 🌍 **Bilingual Support**| All metadata provided in both Chinese and English | Connect global data ecosystems, break language barriers |
69
69
| 🔍 **100% Verification**| Every URL tested, every data source with complete documentation, every authority level with justification | Ensure data sources are genuinely available, avoid broken links and hallucinated citations |
@@ -143,9 +143,9 @@ Each data source contains **structured metadata** that supports machine-readable
143
143
144
144
---
145
145
146
-
We've built a structured knowledge base of authoritative data sources, each with complete metadata, access paths, and authority identifiers. But for most users, the real challenge is: How to quickly find the most suitable one among massive data sources? Once you find the data source website, how to accurately locate the target data on complex official platforms? How to seamlessly integrate all this into your daily AI workflow?
146
+
We've built a structured external facts context layer of authoritative data sources, each with complete metadata, access paths, and authority identifiers. But for most users, the real challenge is: How to quickly find the most suitable one among massive data sources? Once you find the data source website, how to accurately locate the target data on complex official platforms? How to seamlessly integrate all this into your daily AI workflow?
147
147
148
-
**FirstData MCP** is built for this purpose—transforming a static data source knowledge base into a dynamic intelligent navigation system, making authoritative data accessible to everyone.
148
+
**FirstData MCP** is built for this purpose—transforming a static external facts context layer into a dynamic intelligent navigation system, making authoritative data accessible to everyone.
149
149
150
150
---
151
151
@@ -589,7 +589,7 @@ Found an authoritative and trusted data source? Welcome to recommend it to us!
589
589
590
590
1.[Submit an Issue](Link) explaining data source information and recommendation reasons
591
591
2. We'll evaluate its authority, data quality, and credibility
592
-
3. Once evaluated, it will be officially included in the data source repository
592
+
3. Once evaluated, it will be officially included in FirstData
0 commit comments