$ show felinics/Memoh

[account ↗] [repo ↗] APPLICATION ★ 2205 208 ● active (last update 1 month ago)

── AI DEEP ANALYSIS ──

reviewed by: deepseek/deepseek-v4-flash

Memoh is an open-source, full-stack AI agent platform that provides each agent with an isolated cloud computer (filesystem, desktop, browser, network, long-term memory). The system is built around a Go backend with Echo HTTP and gRPC, Vue 3 frontend with Pinia, and an Electron desktop shell. It supports multiple agent runtimes (native, ACP, Codex, Claude Code), a wide range of messaging channels (Telegram, Discord, Feishu, WeChat, LINE, DingTalk, etc.), and container-based workspaces via containerd or Docker. The architecture is a monolith with clearly separated packages for channel adapters, context management, session orchestration, and tool execution. The codebase demonstrates high engineering craftsmanship with extensive test coverage, sophisticated concurrency patterns (runtime fences, decision waiters, atomic compaction barriers), and a modular context fragment system for prompt assembly. It is actively maintained with frequent commits, thorough CI/CD, and over 140 database migrations.

── METRICS ──

RATING9.3/10

QUALITY8.5/10

MAINTENANCEactive

DRIFTlow

CONTRIBUTORS57

VELOCITY0.93

OPEN ISSUES44

CLOSED ISSUES205

LAST COMMIT1 month ago

── TAGS ──

#ai-agent-platform #multi-channel #container-workspace #context-fragments #golang #vue3 #electron #pgvector #mcp #agent #ai #ai-companion #ai-memory #personal-assistant

── GITHUB TOPICS ──

agent ai ai-companion ai-memory personal-assistant

── DEPENDENCY GRAPH ──

dotenv (npm) ^17.2.3

drizzle-kit (npm) ^0.31.8

@hey-api/openapi-ts (npm) 0.99.0

@memohai/runtime (npm) workspace:*

@types/node (npm) ^25.9.5

@vitejs/plugin-vue (npm) ^6.0.8

bumpp (npm) ^10.4.1

eslint (npm) ^10.8.0

eslint-plugin-vue (npm) ^10.10.0

husky (npm) ^9.1.7

lint-staged (npm) ^17.2.0

typescript (npm) ^6.0.3

typescript-eslint (npm) ^8.65.0

vitest (npm) ^4.1.10

vue-eslint-parser (npm) ^10.4.1

github.com/BurntSushi/toml (go) v1.6.0

github.com/JohannesKaufmann/html-to-markdown/v2 (go) v2.5.0

github.com/bwmarrin/discordgo (go) v0.29.0

github.com/coder/acp-go-sdk (go) v0.13.5

github.com/coder/websocket (go) v1.8.14

github.com/containerd/cgroups/v3 (go) v3.1.2

github.com/containerd/containerd/api (go) v1.10.0

github.com/containerd/containerd/v2 (go) v2.2.1

github.com/containerd/errdefs (go) v1.0.0

github.com/containerd/go-cni (go) v1.1.13

github.com/creack/pty (go) v1.1.24

github.com/docker/docker (go) v28.5.2+incompatible

github.com/docker/go-connections (go) v0.6.0

github.com/emersion/go-imap/v2 (go) v2.0.0-beta.8

github.com/emersion/go-sasl (go) v0.0.0-20241020182733-b788ff22d5a6

github.com/felinics/acgo (go) v0.0.0-20260829152557-fc78bf271ef8

github.com/felinics/connect-it/sdk/go (go) v0.1.1-0.20260829153217-0dcd18de667d

github.com/felinics/dingtalk-stream-sdk-go (go) v0.0.0-20260829152622-ce4b7ea674a5

github.com/felinics/twilight (go) v0.6.1-0.20260829152448-3e7b6144320c

github.com/go-ego/gse (go) v1.0.2

github.com/go-shiori/go-readability (go) v0.0.0-20251205110129-5db1dc9836f0

github.com/golang-jwt/jwt/v5 (go) v5.3.1

github.com/golang-migrate/migrate/v4 (go) v4.19.1

github.com/google/jsonschema-go (go) v0.4.3

github.com/google/uuid (go) v1.6.0

github.com/gorilla/websocket (go) v1.5.4-0.20250319132907-e064f32e3674

github.com/jackc/pgx/v5 (go) v5.9.2

github.com/kenshaw/emoji (go) v0.4.1

github.com/labstack/echo-jwt/v4 (go) v4.4.0

github.com/labstack/echo/v4 (go) v4.15.0

github.com/larksuite/oapi-sdk-go/v3 (go) v3.5.3

github.com/line/line-bot-sdk-go/v8 (go) v8.20.1

github.com/mailgun/mailgun-go/v5 (go) v5.14.0

github.com/modelcontextprotocol/go-sdk (go) v1.7.0

github.com/opencontainers/image-spec (go) v1.1.1

github.com/opencontainers/runtime-spec (go) v1.3.0

github.com/pgvector/pgvector-go (go) v0.4.0

github.com/pgvector/pgvector-go/pgx (go) v0.4.0

github.com/pion/ice/v4 (go) v4.2.5

github.com/pion/rtp (go) v1.10.2

github.com/pion/sdp/v3 (go) v3.0.18

github.com/pion/webrtc/v4 (go) v4.2.12

github.com/redis/go-redis/v9 (go) v9.21.0

github.com/robfig/cron/v3 (go) v3.0.1

github.com/slack-go/slack (go) v0.19.0

github.com/stretchr/testify (go) v1.11.1

github.com/swaggo/swag (go) v1.16.6

github.com/wneessen/go-mail (go) v0.7.2

github.com/yuin/goldmark (go) v1.7.13

go.uber.org/fx (go) v1.24.0

golang.org/x/crypto (go) v0.48.0

golang.org/x/oauth2 (go) v0.36.0

golang.org/x/sys (go) v0.42.0

golang.org/x/time (go) v0.15.0

google.golang.org/grpc (go) v1.78.0

google.golang.org/protobuf (go) v1.36.11

gopkg.in/telebot.v4 (go) v4.0.0-beta.10

gopkg.in/yaml.v3 (go) v3.0.1

tags.cncf.io/container-device-interface (go) v1.1.0

cloud.google.com/go/compute/metadata (go) v0.9.0

cyphar.com/go-pathrs (go) v0.2.3

github.com/JohannesKaufmann/dom (go) v0.2.0

github.com/KyleBanks/depth (go) v1.2.1

github.com/Microsoft/go-winio (go) v0.6.2

github.com/Microsoft/hcsshim (go) v0.14.0-rc.1

github.com/andybalholm/cascadia (go) v1.3.3

github.com/araddon/dateparse (go) v0.0.0-20210429162001-6b43995a97de

github.com/aws/aws-sdk-go-v2 (go) v1.41.5

github.com/aws/aws-sdk-go-v2/config (go) v1.32.14

github.com/aws/aws-sdk-go-v2/credentials (go) v1.19.14

github.com/aws/aws-sdk-go-v2/feature/ec2/imds (go) v1.18.21

github.com/aws/aws-sdk-go-v2/internal/configsources (go) v1.4.21

github.com/aws/aws-sdk-go-v2/internal/endpoints/v2 (go) v2.7.21

github.com/aws/aws-sdk-go-v2/internal/ini (go) v1.8.6

github.com/aws/aws-sdk-go-v2/service/internal/accept-encoding (go) v1.13.7

github.com/aws/aws-sdk-go-v2/service/internal/presigned-url (go) v1.13.21

github.com/aws/aws-sdk-go-v2/service/signin (go) v1.0.9

github.com/aws/aws-sdk-go-v2/service/sso (go) v1.30.15

github.com/aws/aws-sdk-go-v2/service/ssooidc (go) v1.35.19

github.com/aws/aws-sdk-go-v2/service/sts (go) v1.41.10

github.com/aws/smithy-go (go) v1.24.2

github.com/cespare/xxhash/v2 (go) v2.3.0

github.com/containerd/continuity (go) v0.4.5

github.com/containerd/errdefs/pkg (go) v0.3.0

github.com/containerd/fifo (go) v1.1.0

── FILE BREAKDOWN ──

Files by Type (count)

2338

TypeScript

667

Vue

453

SQL

388

Other (.svg)

114

Markdown

JSON

YAML

Other (.png)

Other (no ext)

Other (.mjs)

Shell

Files by Type (size)

21MB

Other (.png)

8MB

TypeScript

4MB

JSON

2MB

Vue

2MB

YAML

1MB

SQL

968KB

Other (.wasm)

883KB

Markdown

729KB

Other (.icns)

486KB

Other (.ico)

363KB

Other (.jpg)

268KB

── KEY FINDINGS: REUSABLE CODE ──

The LLM identified 4 files worth highlighting for reuse:

Compiles context fragments into a coherent prompt assembly with budget enforcement, trust-based selection, and conflict key deduplication. This self-contained module can be extracted to any LLM-based system needing dynamic context construction from heterogeneous sources.

file: internal/agent/context/fragment/compile.go ↗ | tags: #context-fragments #budget-policy #conflict-resolution #reusable-module

Implements a monotonic token-based fence to prevent stale runtime owners from writing after a later run claims the session. This is a reusable concurrency control pattern for distributed session management, applicable to any system requiring exclusive write access to a shared resource.

file: internal/agent/runtime/session/fence.go ↗ | tags: #runtime-fence #transactional-ownership #distributed-systems

Defines the Adapter interface for channel integrations, including Connect, SendMessage, Stream, DiscoverSelf, and SetWebhookEndpoint. This clean abstraction allows consistent integration of any messaging platform and could be reused in other multi-channel messaging systems.

file: internal/channel/adapter.go ↗ | tags: #adapter-pattern #messaging #interface-design

Provides an in-process waiter for asynchronous decisions (tool approval, user input) with a database poll fallback. Demonstrates a robust pattern for coordinating distributed decisions without tight coupling, reusable in any system requiring event-driven approval workflows.

file: internal/agent/decision/waiter.go ↗ | tags: #in-process-broadcast #decision-waiter #fallback-polling

── HISTORY ──

Last analyzed: 2026-09-07 09:21:38.716162

Next check: 2026-09-14 09:21:38.667654