# kirodotdev/KiroCrew

A persistent workspace for development work that self-improves and continues beyond one session.

Repository: https://github.com/kirodotdev/KiroCrew
Canonical: https://ross.abutalabs.com/products/kirocrew
Homepage: https://kiro.dev/crew/
Language: Python
License: Apache-2.0
License Family: permissive
Topics: agent, agentic-ai, agents, kiro, ai-agent, ai-agents, automation, devtools, llm
Last push: 2026-08-26T22:36:46+00:00

## Health v2 (maintenance only)
Score: 79/100 (v2, computed 2026-09-03T02:20:16.233290+00:00)
- activity 99, release rhythm 98, longevity 3
- inputs: {"age_days": 48, "days_push": 7, "days_rel": 12, "gap_med": 6, "n_releases_24m": 6}
- flags: young
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 3278, forks 386 (observed 2026-08-28T04:07:53.181735+00:00)

## What it is
Kiro Crew is an open-source persistent development workspace where AI agent crews run multi-step tasks unattended, remember context across sessions, and self-improve through durable lessons and skills stored as Markdown. It runs locally or remotely on your hardware via desktop app, web dashboard, CLI, or integrations like Slack and Discord, with cron schedules, webhook triggers, and heartbeat monitors.

## Use cases
- run ai agents on long-running dev tasks unattended
- persistent ai coding workspace that remembers context across sessions
- schedule recurring automated agent jobs
- monitor systems with agent heartbeats and get alerted
- turn repeated corrections into reusable agent skills
- self-host an ai agent workspace on my own hardware
- coordinate ai agents from slack or discord

## When to choose
- you want agents that persist memory, lessons, and skills across sessions
- you need unattended, scheduled, or webhook-triggered agent work on your own hardware
- you want inspectable, editable agent knowledge as Markdown files
- you need security layers like sandboxing, credential redaction, and audit logs

## When to avoid
- you only need a simple one-shot chatbot without persistence
- you require a fully managed cloud service rather than self-hosting
- you want a lightweight CLI agent without a workspace/app ecosystem

## Facets
- artifact type: application
- maturity: active
- function: agent-framework, workflow-automation, scheduling, webhook, chat-interface, developer-tools, rag, mcp
- domain: developer-tools, large-language-models
- platform: windows, self-hosted, python, cli
- tags: persistent-workspace, agentic-coding, self-improving-agents, memory, knowledge-graph, cron-scheduling, heartbeat-monitoring, slack-integration, discord-integration, sandboxing, ai-agents, automation, macos, linux, docker, desktop

## Member repositories
- kirodotdev/KiroCrew (main) score 79

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:07:53.181735+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-29T18:43:21.326965+00:00, confidence not recorded.
  - readme: https://github.com/kirodotdev/KiroCrew (fetched 2026-08-28T04:07:53.181735+00:00, sha 153701046c27)
  - homepage: https://kiro.dev/crew/ (fetched 2026-08-29T09:36:17.714637+00:00, sha 3e16651bf7a9)
  - site_page: https://kiro.dev/docs/steering (fetched 2026-08-29T09:36:17.724041+00:00, sha e278888aab62)
  - site_page: https://kiro.dev/about (fetched 2026-08-29T09:36:17.726134+00:00, sha d10e653cffd3)
  - site_page: https://kiro.dev/docs (fetched 2026-08-29T09:36:17.729475+00:00, sha 760f78394c30)
  - site_page: https://kiro.dev/pricing (fetched 2026-08-29T09:36:17.727783+00:00, sha ba875438dd20)
  - site_page: https://kiro.dev/changelog (fetched 2026-08-29T09:36:17.731050+00:00, sha 312747deacd4)
  - site_page: https://kiro.dev/faq (fetched 2026-08-29T09:36:17.732851+00:00, sha 0fdadf77272a)
- Data as of 2026-08-30T08:39:29.467469+00:00.