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ankaloop

Skill · GitHub · ★ 56 · graded 2026-10-21Source linked

Out-of-the-box coding-agent runtime for terminal, IDE, server, and Telegram: built-in tools, subagents, skills, memory, MCP/ACP, hooks, and automation.

No outside reports on file

ankaloop runs shell or system commands and connects to external service APIs; restrict its folder reach, network access, and credentials before installing.

Based on public adoption and transparency signals as of Oct 21, 2026. Our opinion, not a code audit or security guarantee.

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What it can access

  • Local filesNo local folder access notedLOW
  • Command executionRuns shell or system commandsREVIEW
  • Network reachConnects to outside service APINOTED
  • CredentialsNo API token requiredLOW
  • Package sourceGitHub (tao12345666333/ankaloop)PUBLIC

Inferred from this listing’s public package details and description. Check the project’s source before installing.

Install

No npm or PyPI package is listed. Install from source: github.com/tao12345666333/ankaloop ↗

All setup options ↓

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About Ankaloop

Ankaloop is an agent skill focused on Developer tools and Communication: Out-of-the-box coding-agent runtime for terminal, IDE, server, and Telegram: built-in tools, subagents, skills, memory, MCP/ACP, hooks, and automation.

It is hosted on GitHub at tao12345666333/ankaloop (56 GitHub stars). Based on its public metadata, its operational scope includes: runs shell or system commands, connects to outside service api.

Setup

These use the package this listing points to. Check the project’s own instructions before running anything.

No npm or PyPI package is listed for this agent skill. Source code and setup steps: github.com/tao12345666333/ankaloop.

Why this grade

CC — Moderate risk signals

Signal-based grade (2/7 points): public source code. This reflects adoption and transparency, not a code review.

Popularity and upkeep

21/100
GitHub stars
56
Listing last refreshed
2026-10-28

These are public popularity signals, not a maintenance check. Look at the repository’s commit history and open issues.

Security reports

No reports found for this package in our research (last checked 2026-10-29).

Check a specific version →

Risks to watch for

  • Command execution reach: Public metadata indicates shell, terminal, or container command execution. Run inside an isolated container or VM and require human approval before executing commands.
  • External API & account scope: Connects to third-party service APIs. Use a dedicated, least-privilege token scoped only to the workspaces or repositories this tool needs.
  • Dependency & version pinning: Distributed via GitHub (tao12345666333/ankaloop). Pin an exact release version or commit SHA rather than floating tags so upstream updates are reviewed first.

How to lower the risk

Least-privilege permissions

  • Give it access only to the specific folders, accounts or projects it needs, never your whole drive or admin account.
  • Use a separate, limited API key or login just for this tool so you can switch it off without affecting anything else.

Network isolation

  • Run it on a work computer or sandbox account, not one holding personal or company-sensitive data.
  • If your IT team can, limit which websites and services it is allowed to contact.

Monitoring

  • Check its activity history or logs weekly at first, and look at what it changed or sent.
  • Turn on alerts for new logins or unusual usage on any account it connects to.

Red flags to watch for

  • It asks for more access than its job requires, or prompts you to paste passwords.
  • It suddenly updates with new owners, or starts contacting unfamiliar websites.

Questions

How do I install Ankaloop?

Ankaloop does not publish a standalone npm or PyPI package. Clone or follow the setup instructions in its source repository at github.com/tao12345666333/ankaloop.

Are there security reports about Ankaloop?

No reports found for this package in our research (last checked 2026-10-29). Ankaloop currently holds Grade C (Moderate risk signals) based on public adoption and transparency signals. Review the permissions and source repository before granting access to local files, shell commands, or API keys.

Is Ankaloop actively maintained?

Ankaloop has 56 GitHub stars. Our directory data was last refreshed on 2026-10-28. Check recent commit activity, release tags, and open issues at github.com/tao12345666333/ankaloop before pinning it in production.

What are alternatives to Ankaloop?

You can compare Ankaloop side by side with other Memory skills in the Related tools section on this page, or use the Compare tool on AgentArmorHQ.

README badge and team notes

Maintain or use Ankaloop? Show its live grade in your GitHub README, docs site, or run a check from the terminal before you install.

AgentArmorHQ Risk Grade C for Ankaloop

GitHub README Markdown:

markdown
[![AgentArmorHQ Risk Grade for Ankaloop](https://agentarmorhq.com/api/badge/tao12345666333-ankaloop)](https://agentarmorhq.com/skills/tao12345666333-ankaloop)

HTML embed:

html
<a href="https://agentarmorhq.com/skills/tao12345666333-ankaloop"><img src="https://agentarmorhq.com/api/badge/tao12345666333-ankaloop" alt="AgentArmorHQ Risk Grade for Ankaloop" height="20" /></a>

Terminal check:

terminal
curl -fsSL https://agentarmorhq.com/api/cli | node --input-type=module - check "tao12345666333-ankaloop"

Share with your security lead

Need sign-off to use ankaloop? Copy this note for Slack, a ticket or a pull request.

### AgentArmorHQ Security Review Memo: ankaloop
- **Listing URL:** https://agentarmorhq.com/skills/tao12345666333-ankaloop
- **Type:** AI agent skill
- **Risk Grade:** Grade C (Moderate risk signals)
- **Outside Security Advisories on File:** 0
- **Public Adoption:** 56 GitHub stars

#### Permission & Blast-Radius Signals
- **Local files:** No local folder access noted
- **Command execution:** Runs shell or system commands
- **Network reach:** Connects to outside service API
- **Credentials:** No API token required
- **Package source:** GitHub (tao12345666333/ankaloop)

#### Recommended Hardened Setup
- **Source Repo:** https://github.com/tao12345666333/ankaloop
- **Controls:** Pin an exact version in `.mcp.json`, scope access to a single workspace folder, and use a least-privilege read-only token where supported.

_Based on public adoption and transparency signals as of Oct 21, 2026. Our opinion, not a code audit or security guarantee._

Key facts

Type
AI agent skill
Publisher
tao12345666333
Source code
github.com/tao12345666333/ankaloop
Est. context load
~64 tokens idle · ~1.2k tokens when active (on-demand skill)
Popularity
56 GitHub stars
Last updated
2026-10-28
Last graded
2026-10-21

Community

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