invincat

Name: invincat Review
Item: invincat
Rating: 3.2
Author: Aaron Matthews

Skill Productivity Usable

Works inClaude Code

Usable Scanned — metadata only

Reduces context-switching overhead for developers by maintaining persistent task memory across CLI sessions, allowing agents to learn from prior work and avo…

A native Python agent CLI built on DeepAgents CLI, featuring an independent memory Agent that captures learnings after each task and delivers efficient AI coding assistance through hierarchical memory management.

Auto-generate boilerplate code from previous patterns in memory
Debug recurring issues faster by recalling similar past failures
Accelerate refactoring by learning codebase patterns over time

153 starsMIT (commercial OK)FreeQuick setup

Usable rating — This tool is functional but has notable gaps. Review the evaluation notes below before deploying.

Why it matters

Reduces context-switching overhead for developers by maintaining persistent task memory across CLI sessions, allowing agents to learn from prior work and avoid repeated problem-solving.

Best for

Development teams using Python who need an AI coding assistant that retains context across multiple tasks and can incrementally improve its assistance.

Works in

Claude Code Claude Cowork Claude Chat

Source

https://github.com/dog-qiuqiu/invincat

By dog-qiuqiu

How to Get It

Option 1: Claude Desktop App (Code Mode)Click the + button next to the prompt box → Plugins → Add plugin. Search and click Install. Skills work in Claude Code only.

Option 2: Paste into Claude CodeCopy the command below and paste it into your conversation. Claude will install it.

Command

pip install invincat-cli  # then: cd /path/to/your/project && invincat-cli (run /model on first launch to configure a provider)

Tip: Paste this into a Claude Code conversation. Verify command matches your Claude Code version.

First thing to try

After installing, paste this into Claude:

Help me auto-generate boilerplate code from previous patterns in memory

PrerequisitesPython 3.11+; an LLM provider API key (OpenAI, Anthropic, Google, DeepSeek, or OpenRouter) configured via the /model manager or environment variablesCostFree

Trust Signals Auto-scanned

Stars153Contributors3Last updated2026-05-26LicenseMIT (OK for commercial use)Known CVEsNone foundSources: GitHub Advisory Database + OSV.dev · Scanned 2026-08-18 · scanner v1

Community Pulse Growing

Discussed on Hacker News

Invincat-CLI: A Self-Learning Agent That Gets Smarter as You Use It — Hacker News · 1 pts
Invincat – terminal AI coding agent with tiered, auditable long-term memory — Hacker News · 1 pts

2 mentions across 1 sources

Reviewer notes

Auto-scanned review. These are observations, not a security certification.

catalog_hygiene stale-eval refresh: Scored from trust signals (evidence-eval-v1): 153 GitHub stars; 3 contributors; last commit 84d ago; license MIT.

Things to check

Scanned, not hands-on tested — this entry was auto-scanned from public metadata (GitHub metrics, license, security flags). No reviewer has run it, and no tool-specific limitations have been documented yet.

How to evaluate tools before deploying →

Data shown here comes from public APIs and automated scanning. Reviewer notes reflect one person's experience. This is not a security certification or legal recommendation. Always evaluate tools according to your own organization's policies.

Evaluation Scores

Evaluation

Ease of Use

3/5

Versatility

3/5

Reliability

4/5

Security

3/5

Overall score3.25 / 5.00 UsableEvaluatedAug 2026

catalog_hygiene stale-eval refresh: Scored from trust signals (evidence-eval-v1): 153 GitHub stars; 3 contributors; last commit 84d ago; license MIT.

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