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Agent skill

Akb Ingest

by dnotitia in 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.

Custom licenceAuto-check passedAgent Workflows

Install Akb Ingest

skills CLI
$ npx skills add dnotitia/akb --skill akb-ingest -a claude-code

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

GitHub CLI
$ gh skill install dnotitia/akb akb-ingest --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/dnotitia/akb.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/codex/akb-wiki/skills/akb-ingest .claude/skills/akb-ingest && 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
akb-ingest
GitHub stars
162
Token cost
~2k tokens
SKILL.md length
1,014 words
Files
1
Skills in repo
3
Repo updated
First seen
Licence
Custom licence

At a glance

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.

  • Works in 5 steps: Parse → Classify the target → Validate flags → …
  • Tasks that involve Subagents
  • SKILL.md covers Arguments, Prerequisites, Workflow and Failure handling
  • Calls git and gh

What it does

Akb Ingest is an agent skill from 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. Auto-detects the source type and dispatches to a specialized ingest subagent; the router fetches and writes nothing itself. One target per invocation; globs expand to a sequential loop of document ingests.

Its SKILL.md is about 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 Agent Workflows, covering Subagents. It works with Jira, GitHub, Confluence and Model Context Protocol. 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

  • Tasks that involve Subagents

Example prompts

  • “/akb-ingest”

Workflow steps

5 steps, taken from the step headings in SKILL.md.

  1. Parse
  2. Classify the target
  3. Validate flags
  4. Dispatch
  5. Report

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:

    • git
    • gh

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

  • Network

    No URLs in SKILL.md. Its commands use git and gh, which can reach the network depending on how they are called.

    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 Ingest loads about 2k tokens when it runs. Until then it costs about 89 tokens; SKILL.md has 1,014 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~89
When it runs · the whole SKILL.md, loaded when a task matches
~2k

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 1,014 words (~2,016 tokens).

“Ingest one target into the target AKB vault. Point at a local file, a web URL, a GitHub PR / release / commit, a Confluence page, or a Jira issue — this skill classifies the source type and dispatches to…”

— opening of SKILL.md by dnotitia, Custom licence
name
akb-ingest

Read the full SKILL.md on GitHub

Files

Just SKILL.md in plugins/codex/akb-wiki/skills/akb-ingest of dnotitia/akb.

Open the folder on GitHubat commit 2db5c76

Compare with similar skills

Akb Ingest 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.

Akb Ingest compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Akb Ingest this skilldnotitia/akb162—~2kAutomated safety check: PassCustom licence
Ogham Maintainogham-mcp/ogham-mcp115—~1.1kAutomated safety check: PassMIT
Ogham Recallogham-mcp/ogham-mcp115—~1kAutomated safety check: PassMIT
Ogham Researchogham-mcp/ogham-mcp115—~1.4kAutomated safety check: PassMIT
Load PR CommentsNeoLabHQ/context-engineering-kit1.7k—~2.1kAutomated safety check: PassGPL-3.0
Atlassian MCP ExpertJeffallan/claude-skills12k—~1.3kAutomated safety check: PassMIT

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Works with

Categories

Questions about Akb Ingest

What does Akb Ingest do?

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. Akb Ingest is an agent skill from 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.

When should I use Akb Ingest?

Akb Ingest fits situations like: tasks that involve Subagents.

How do I install Akb Ingest in Claude Code?

Run `npx skills add dnotitia/akb --skill akb-ingest -a claude-code`. Or copy the skill folder (plugins/codex/akb-wiki/skills/akb-ingest in dnotitia/akb) into .claude/skills/akb-ingest in your project. Claude Code loads it when a task matches its description.

How do I install Akb Ingest in Codex?

Run `npx skills add dnotitia/akb --skill akb-ingest -a codex`. Or copy the skill folder (plugins/codex/akb-wiki/skills/akb-ingest in dnotitia/akb) into .agents/skills/akb-ingest in your project. Codex loads it when a task matches its description.

Can I use Akb Ingest 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-ingest -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-ingest, .gemini/skills/akb-ingest, .github/skills/akb-ingest and .opencode/skills/akb-ingest in your project.

What does Akb Ingest need to run?

Going by SKILL.md and its folder, Akb Ingest needs the command-line tools its instructions call (git and gh).

Does Akb Ingest access the network?

SKILL.md contains no URLs. Its commands use git and gh, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Akb Ingest 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 Ingest use?

Akb Ingest 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 Ingest use?

About 2k tokens (SKILL.md is roughly 8.1k 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 Ingest?

Skills that share tags, products or a category with Akb Ingest: Ogham Maintain (ogham-mcp/ogham-mcp, 115 stars), Ogham Recall (ogham-mcp/ogham-mcp, 115 stars), Ogham Research (ogham-mcp/ogham-mcp, 115 stars) and Load PR Comments (NeoLabHQ/context-engineering-kit, 1.7k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Akb Ingest?

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.