AI Dev Impact Lab JA
← Topics ranking · 2026-10
GITHUB TOPIC

#spec

GitHub repositories that have self-applied the topic "spec" — a creator-tagged metadata that surfaces how AI projects describe themselves.

2
tagged repos
147
top 2 stars
0
with tool sigs
2
shown

REPOS Repos for #spec (top 2 by stars)

Lolner95/AIGX

Open, MIT context format for AI coding agents: centralized .aigx/ rules + a per-file boundary index that targets the right rules, forbidden imports, and gotchas to each file. The only context format validated in a controlled benchmark. Tool-agnostic; nothing injected into your source.

Python ★ 146 AI 90 Solo live ↗
aska-digital/protean-sym2p

Protean-kit protocol ingredient for agent messaging. Dense, checkable messages for AI agents. AI agents talk to each other in English, usually wrapped in JSON. SYM-2P replaces the English with symbols: roles, actions, and states become numbers, fields become positions in a line, and payloads become s-expressions, a Lisp notation for nested structure. Every word an agent writes costs tokens, and tokens cost money and time. English is also ambiguous: no program can check a sentence the way it checks a number. Symbols are cheaper and checkable. One brief packet is a 101-byte line where the JSON took 481.

Python ★ 1 AI 35 live ↗

RELATED Other topics · full topics ranking →

#claude-code

2,958

#ai-agents

2,300

#llm

1,750

#claude

1,519

#mcp

1,438

#python

1,403

#developer-tools

1,281

#codex

1,065

#ai

1,063

Aggregated by case-insensitive match against topics_json of each repo's latest content snapshot. methodology