Postgres Hybrid Text Search
timescale/pg-aiguide
A skill your agent uses to implement hybrid search combining BM25 keyword search with semantic vector search using Reciprocal Rank Fusion (RRF).
Brain-inspired cognitive architecture. An agent skill from LightHaru/agentbrain.
$ npx skills add LightHaru/agentbrain --skill agentbrain -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install LightHaru/agentbrain agentbrain --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/LightHaru/agentbrain.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/agentbrain .claude/skills/agentbrain && 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 "agentbrain" agent skill from https://github.com/LightHaru/agentbrain/tree/main/skills/agentbrain into .claude/skills/agentbrain/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentbrain", 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/LightHaru/agentbrain/tree/main/skills/agentbrainType 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 LightHaru/agentbrain --skill agentbrain -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install LightHaru/agentbrain agentbrain --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/LightHaru/agentbrain.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/agentbrain .agents/skills/agentbrain && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "agentbrain" agent skill from https://github.com/LightHaru/agentbrain/tree/main/skills/agentbrain into .agents/skills/agentbrain/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentbrain", 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 LightHaru/agentbrain --skill agentbrain -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install LightHaru/agentbrain agentbrain --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/LightHaru/agentbrain.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/agentbrain .cursor/skills/agentbrain && 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 "agentbrain" agent skill from https://github.com/LightHaru/agentbrain/tree/main/skills/agentbrain into .cursor/skills/agentbrain/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentbrain", 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/LightHaru/agentbrain.git --path skills/agentbrain--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 LightHaru/agentbrain --skill agentbrain -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install LightHaru/agentbrain agentbrain --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/LightHaru/agentbrain.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/agentbrain .gemini/skills/agentbrain && 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 "agentbrain" agent skill from https://github.com/LightHaru/agentbrain/tree/main/skills/agentbrain into .gemini/skills/agentbrain/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentbrain", 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 LightHaru/agentbrain agentbrainInstalls 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 LightHaru/agentbrain --skill agentbrain -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/LightHaru/agentbrain.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/agentbrain .github/skills/agentbrain && 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 "agentbrain" agent skill from https://github.com/LightHaru/agentbrain/tree/main/skills/agentbrain into .github/skills/agentbrain/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentbrain", 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 LightHaru/agentbrain --skill agentbrain -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install LightHaru/agentbrain agentbrain --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/LightHaru/agentbrain.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/agentbrain .opencode/skills/agentbrain && 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 "agentbrain" agent skill from https://github.com/LightHaru/agentbrain/tree/main/skills/agentbrain into .opencode/skills/agentbrain/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "agentbrain", 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.
agentbrainBrain-inspired cognitive architecture. An agent skill from LightHaru/agentbrain.
Agentbrain is an agent skill from LightHaru/agentbrain. Brain-inspired cognitive architecture. Self-evolving personality, memory, emotions, skill learning, and reward adaptation. Injects brain context into every prompt.
Its SKILL.md is about 570 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 AI & LLM Engineering. It works with TypeScript. The repository describes itself as: 🧠 Brain-inspired cognitive architecture plugin for AI agents — persistent memory, evolving personality, neurochemistry-driven mood, learning from mistakes. Fully local on…
Read from SKILL.md and the folder at commit 4817845. It shows what the files ask for, not the result of running them.
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.
No scripts in the folder and no shell commands in SKILL.md (its code samples are bash).
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.
Agentbrain loads about 566 tokens when it runs. Until then it costs about 44 tokens; SKILL.md has 202 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 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.
Without a licence we can't republish the file, so here is its outline and opening line. It has 202 words (~566 tokens).
“Self-evolving AI cognitive architecture with semantic memory, emotion modeling, personality traits, skill learning, and reward systems.”
Just SKILL.md in skills/agentbrain of LightHaru/agentbrain.
Open the folder on GitHubat commit 4817845
Agentbrain 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 |
|---|---|---|---|---|---|---|
| Agentbrain this skillLightHaru/agentbrain | 106 | — | ~566 | Automated safety check: Pass | None | |
| Postgres Hybrid Text Searchtimescale/pg-aiguide | 1.9k | — | ~3.1k | Automated safety check: Pass | Apache-2.0 | |
| Recsys Pipeline Architectsickn33/agentic-awesome-skills | 47k | 1 repos | ~1.8k | Automated safety check: Pass | MIT | |
| Transformers JSsickn33/agentic-awesome-skills | 47k | 1 repos | ~444 | Automated safety check: Pass | Apache-2.0 | |
| Typescript Projectmajiayu000/spellbook | 287 | — | ~3.3k | Automated safety check: Pass | MIT | |
| Golem Create Agent Instance TSgolemcloud/golem | 1.5k | — | ~981 | Automated safety check: Pass | Custom licence |
timescale/pg-aiguide
A skill your agent uses to implement hybrid search combining BM25 keyword search with semantic vector search using Reciprocal Rank Fusion (RRF).
sickn33/agentic-awesome-skills
Designs composable recommendation, ranking, and feed pipelines using the six-stage Source→Hydrator→Filter→Scorer→Selector→SideEffect framework
sickn33/agentic-awesome-skills
Use Transformers.js to run state-of-the-art machine learning models directly in JavaScript/TypeScript.
majiayu000/spellbook
Modern TypeScript project architecture guide for 2025. An agent skill from majiayu000/spellbook.
golemcloud/golem
Creating a new TypeScript Golem agent instance with golem agent new.
spencermountain/compromise
Helps write and debug JavaScript or TypeScript that uses the compromise English NLP library for matching, entity extraction, tagging and sentence transforms.
LightHaru/agentbrain
A skill your agent uses when Aira is planning, coding, changing files, debugging, using memory, or answering from recalled context; applies cautious goal-driven execution, simple diffs, and…
Works with
Categories
Brain-inspired cognitive architecture. An agent skill from LightHaru/agentbrain. Agentbrain is an agent skill from LightHaru/agentbrain. Brain-inspired cognitive architecture.
Agentbrain fits situations like: AI & LLM Engineering work in your project.
Run `npx skills add LightHaru/agentbrain --skill agentbrain -a claude-code`. Or copy the skill folder (skills/agentbrain in LightHaru/agentbrain) into .claude/skills/agentbrain in your project. Claude Code loads it when a task matches its description.
Run `npx skills add LightHaru/agentbrain --skill agentbrain -a codex`. Or copy the skill folder (skills/agentbrain in LightHaru/agentbrain) into .agents/skills/agentbrain 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 LightHaru/agentbrain --skill agentbrain -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/agentbrain, .gemini/skills/agentbrain, .github/skills/agentbrain and .opencode/skills/agentbrain in your project.
SKILL.md names no scripts, command-line tools or credentials: Agentbrain is instructions for the agent only.
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 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.
No licence was found for Agentbrain or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
About 566 tokens (SKILL.md is roughly 2.3k 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 Agentbrain: Postgres Hybrid Text Search (timescale/pg-aiguide, 1.9k stars), Recsys Pipeline Architect (sickn33/agentic-awesome-skills, 47k stars), Transformers JS (sickn33/agentic-awesome-skills, 47k stars) and Typescript Project (majiayu000/spellbook, 287 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
LightHaru (a GitHub user) maintains it in LightHaru/agentbrain, which has 106 GitHub stars. The repository holds 2 skills in this directory. The repository was last updated on August 13, 2026.
Source: LightHaru/agentbrain on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.