Company Brain
caura-ai/caura
How an agent should operate as one mind inside a shared Company Brain built on Caura — recall before acting, obey fleet keystones, reuse and publish skills, and report outcomes so every task…
Answer a question from the AKB vault — decompose, search (hybrid / graph), ground in compiled-truth-over-timeline precedence, and synthesize a cited answer with gap/conflict/stale flags.
Install Akb Query
$ npx skills add dnotitia/akb --skill akb-query -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install dnotitia/akb akb-query --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/dnotitia/akb.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/codex/akb-wiki/skills/akb-query .claude/skills/akb-query && 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 "akb-query" agent skill from https://github.com/dnotitia/akb/tree/main/plugins/codex/akb-wiki/skills/akb-query into .claude/skills/akb-query/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "akb-query", 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/dnotitia/akb/tree/main/plugins/codex/akb-wiki/skills/akb-queryType 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 dnotitia/akb --skill akb-query -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install dnotitia/akb akb-query --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dnotitia/akb.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/codex/akb-wiki/skills/akb-query .agents/skills/akb-query && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "akb-query" agent skill from https://github.com/dnotitia/akb/tree/main/plugins/codex/akb-wiki/skills/akb-query into .agents/skills/akb-query/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "akb-query", 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 dnotitia/akb --skill akb-query -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install dnotitia/akb akb-query --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dnotitia/akb.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/codex/akb-wiki/skills/akb-query .cursor/skills/akb-query && 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 "akb-query" agent skill from https://github.com/dnotitia/akb/tree/main/plugins/codex/akb-wiki/skills/akb-query into .cursor/skills/akb-query/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "akb-query", 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/dnotitia/akb.git --path plugins/codex/akb-wiki/skills/akb-query--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 dnotitia/akb --skill akb-query -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install dnotitia/akb akb-query --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dnotitia/akb.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/codex/akb-wiki/skills/akb-query .gemini/skills/akb-query && 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 "akb-query" agent skill from https://github.com/dnotitia/akb/tree/main/plugins/codex/akb-wiki/skills/akb-query into .gemini/skills/akb-query/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "akb-query", 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 dnotitia/akb akb-queryInstalls 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 dnotitia/akb --skill akb-query -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/dnotitia/akb.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/codex/akb-wiki/skills/akb-query .github/skills/akb-query && 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 "akb-query" agent skill from https://github.com/dnotitia/akb/tree/main/plugins/codex/akb-wiki/skills/akb-query into .github/skills/akb-query/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "akb-query", 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 dnotitia/akb --skill akb-query -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install dnotitia/akb akb-query --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dnotitia/akb.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/codex/akb-wiki/skills/akb-query .opencode/skills/akb-query && 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 "akb-query" agent skill from https://github.com/dnotitia/akb/tree/main/plugins/codex/akb-wiki/skills/akb-query into .opencode/skills/akb-query/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "akb-query", 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.
Facts
- Skill name
akb-query- GitHub stars
- 162
- Token cost
- ~2.2k tokens
- SKILL.md length
- 1,107 words
- Files
- 1
- Skills in repo
- 3
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Answer a question from the AKB vault — decompose, search (hybrid / graph), ground in compiled-truth-over-timeline precedence, and synthesize a cited answer with gap/conflict/stale flags.
- Works in 4 steps: Decompose → Search → Ground with source precedence → …
- Knowledge Management work in your project
- SKILL.md covers Arguments, Prerequisites, Workflow and Error Handling, plus 1 more section
- Calls vault
What it does
Akb Query is an agent skill from dnotitia/akb. Answer a question from the AKB vault — decompose, search (hybrid / graph), ground in compiled-truth-over-timeline precedence, and synthesize a cited answer with gap/conflict/stale flags. Read-only.
Its SKILL.md is about 2.2k 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. It works with Model Context Protocol, pgvector, PostgreSQL and FastAPI. The repository describes itself as: AKB — Agent Knowledgebase. Organizational memory for AI agents: vault-scoped docs / tables / files unified by URI graph, served over MCP.
When your agent uses it
- Knowledge Management work in your project
Example prompts
- “/akb-query”
Workflow steps
4 steps, taken from the step headings in SKILL.md.
- Decompose
- Search
- Ground with source precedence
- Synthesize & answer
What it can do on your machine
Read from SKILL.md and the folder at commit 2db5c76. 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
Shell commands in SKILL.md call:
vault
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
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
Akb Query loads about 2.2k tokens when it runs. Until then it costs about 52 tokens; SKILL.md has 1,107 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.
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); files beside SKILL.md are not scanned.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 1,107 words (~2,212 tokens).
“Answer one question from the target AKB vault. Decompose the question, search the vault with the strategy that fits, ground the answer in the documents found — honoring AKB's compiled-truth-over-timeline precedence — and synthesize a cited answer. Brain-first: the vault…”
- name
- akb-query
Files
Just SKILL.md in plugins/codex/akb-wiki/skills/akb-query of dnotitia/akb.
Open the folder on GitHubat commit 2db5c76
Compare with similar skills
Akb Query 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 |
|---|---|---|---|---|---|---|
| Akb Query this skilldnotitia/akb | 162 | — | ~2.2k | Automated safety check: Pass | Custom licence | |
| Company Braincaura-ai/caura | 545 | — | ~964 | Automated safety check: Pass | Apache-2.0 | |
| Cauracaura-ai/caura | 545 | — | ~6.2k | Automated safety check: Pass | Apache-2.0 | |
| Ogham Maintainogham-mcp/ogham-mcp | 115 | — | ~1.1k | Automated safety check: Pass | MIT | |
| Ogham Recallogham-mcp/ogham-mcp | 115 | — | ~1k | Automated safety check: Pass | MIT | |
| Cognee Docker Setuptopoteretes/cognee | 32k | 1 repos | ~901 | Automated safety check: Notes | Apache-2.0 |
Similar skills
Caura
caura-ai/caura
The agent's persistent long-term memory — the only knowledge that survives across sessions, shared across the fleet under access control.
Ogham Maintain
ogham-mcp/ogham-mcp
Admin and maintenance workflows for Ogham shared memory. An agent skill from ogham-mcp/ogham-mcp.
Ogham Recall
ogham-mcp/ogham-mcp
Smart retrieval from Ogham shared memory. An agent skill from ogham-mcp/ogham-mcp.
Cognee Docker Setup
topoteretes/cognee
Runs the Cognee AI memory platform in Docker, from a one-file prebuilt image to a full compose stack with UI, MCP server, Postgres and Neo4j.
Supabase
curvenote/curvenote
A skill your agent uses when doing ANY task involving Supabase.
More from dnotitia/akb
Akb Ingest
dnotitia/akb
Ingest whatever you point at into an AKB vault — a local file, a web URL, a GitHub PR/release/commit, a Confluence page, or a Jira issue.
Session Ingest
dnotitia/akb
Ingest a coding session JSONL into AKB as structured notes — session report + parallel-drafted TIL / task / idea / decision sub-notes.
Related
Questions about Akb Query
What does Akb Query do?
Answer a question from the AKB vault — decompose, search (hybrid / graph), ground in compiled-truth-over-timeline precedence, and synthesize a cited answer with gap/conflict/stale flags. Akb Query is an agent skill from dnotitia/akb. Answer a question from the AKB vault — decompose, search (hybrid / graph), ground in compiled-truth-over-timeline precedence, and synthesize a cited answer with gap/conflict/stale flags.
When should I use Akb Query?
Akb Query fits situations like: knowledge Management work in your project.
How do I install Akb Query in Claude Code?
Run `npx skills add dnotitia/akb --skill akb-query -a claude-code`. Or copy the skill folder (plugins/codex/akb-wiki/skills/akb-query in dnotitia/akb) into .claude/skills/akb-query in your project. Claude Code loads it when a task matches its description.
How do I install Akb Query in Codex?
Run `npx skills add dnotitia/akb --skill akb-query -a codex`. Or copy the skill folder (plugins/codex/akb-wiki/skills/akb-query in dnotitia/akb) into .agents/skills/akb-query in your project. Codex loads it when a task matches its description.
Can I use Akb Query 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 dnotitia/akb --skill akb-query -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/akb-query, .gemini/skills/akb-query, .github/skills/akb-query and .opencode/skills/akb-query in your project.
What does Akb Query need to run?
Going by SKILL.md and its folder, Akb Query needs the command-line tools its instructions call (vault).
Does Akb Query access the network?
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.
Is Akb Query 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. Review the folder before installing.
What licence does Akb Query use?
Akb Query has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Akb Query use?
About 2.2k tokens (SKILL.md is roughly 8.8k 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 Akb Query?
Skills that share tags, products or a category with Akb Query: Company Brain (caura-ai/caura, 545 stars), Caura (caura-ai/caura, 545 stars), Ogham Maintain (ogham-mcp/ogham-mcp, 115 stars) and Ogham Recall (ogham-mcp/ogham-mcp, 115 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Akb Query?
dnotitia (a GitHub organization) maintains it in dnotitia/akb, which has 162 GitHub stars. The repository holds 3 skills in this directory. The repository was last updated on October 7, 2026.
Source: dnotitia/akb on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.