agent/pkg/brain/direct.go
Snider 5628abcc7f refactor: flatten go/ subdir, migrate to dappco.re/go/agent, restore process service
- Module path: dappco.re/go/agent
- Core import: dappco.re/go/core v0.4.7
- Process service re-enabled with new Core API
- Plugin bumped to v0.11.0
- Directory flattened from go/ to root

Co-Authored-By: Virgil <virgil@lethean.io>
2026-03-21 11:12:40 +00:00

220 lines
6.1 KiB
Go

// SPDX-License-Identifier: EUPL-1.2
package brain
import (
"bytes"
"context"
"encoding/json"
"fmt"
"io"
"net/http"
"os"
"path/filepath"
"strings"
"time"
"dappco.re/go/agent/pkg/agentic"
coreio "forge.lthn.ai/core/go-io"
coreerr "forge.lthn.ai/core/go-log"
"github.com/modelcontextprotocol/go-sdk/mcp"
)
// agentName returns the identity of this agent.
func agentName() string {
return agentic.AgentName()
}
// DirectSubsystem implements mcp.Subsystem for OpenBrain via direct HTTP calls.
// Unlike Subsystem (which uses the IDE WebSocket bridge), this calls the
// Laravel API directly — suitable for standalone core-mcp usage.
type DirectSubsystem struct {
apiURL string
apiKey string
client *http.Client
}
// NewDirect creates a brain subsystem that calls the OpenBrain API directly.
// Reads CORE_BRAIN_URL and CORE_BRAIN_KEY from environment, or falls back
// to ~/.claude/brain.key for the API key.
func NewDirect() *DirectSubsystem {
apiURL := os.Getenv("CORE_BRAIN_URL")
if apiURL == "" {
apiURL = "https://api.lthn.sh"
}
apiKey := os.Getenv("CORE_BRAIN_KEY")
if apiKey == "" {
home, _ := os.UserHomeDir()
if data, err := coreio.Local.Read(filepath.Join(home, ".claude", "brain.key")); err == nil {
apiKey = strings.TrimSpace(data)
}
}
return &DirectSubsystem{
apiURL: apiURL,
apiKey: apiKey,
client: &http.Client{Timeout: 30 * time.Second},
}
}
// Name implements mcp.Subsystem.
func (s *DirectSubsystem) Name() string { return "brain" }
// RegisterTools implements mcp.Subsystem.
func (s *DirectSubsystem) RegisterTools(server *mcp.Server) {
mcp.AddTool(server, &mcp.Tool{
Name: "brain_remember",
Description: "Store a memory in OpenBrain. Types: fact, decision, observation, plan, convention, architecture, research, documentation, service, bug, pattern, context, procedure.",
}, s.remember)
mcp.AddTool(server, &mcp.Tool{
Name: "brain_recall",
Description: "Semantic search across OpenBrain memories. Returns memories ranked by similarity. Use agent_id 'cladius' for Cladius's memories.",
}, s.recall)
mcp.AddTool(server, &mcp.Tool{
Name: "brain_forget",
Description: "Remove a memory from OpenBrain by ID.",
}, s.forget)
// Agent messaging — direct, chronological, not semantic
s.RegisterMessagingTools(server)
}
// Shutdown implements mcp.SubsystemWithShutdown.
func (s *DirectSubsystem) Shutdown(_ context.Context) error { return nil }
func (s *DirectSubsystem) apiCall(ctx context.Context, method, path string, body any) (map[string]any, error) {
if s.apiKey == "" {
return nil, coreerr.E("brain.apiCall", "no API key (set CORE_BRAIN_KEY or create ~/.claude/brain.key)", nil)
}
var reqBody io.Reader
if body != nil {
data, err := json.Marshal(body)
if err != nil {
return nil, coreerr.E("brain.apiCall", "marshal request", err)
}
reqBody = bytes.NewReader(data)
}
req, err := http.NewRequestWithContext(ctx, method, s.apiURL+path, reqBody)
if err != nil {
return nil, coreerr.E("brain.apiCall", "create request", err)
}
req.Header.Set("Content-Type", "application/json")
req.Header.Set("Accept", "application/json")
req.Header.Set("Authorization", "Bearer "+s.apiKey)
resp, err := s.client.Do(req)
if err != nil {
return nil, coreerr.E("brain.apiCall", "API call failed", err)
}
defer resp.Body.Close()
respData, err := io.ReadAll(resp.Body)
if err != nil {
return nil, coreerr.E("brain.apiCall", "read response", err)
}
if resp.StatusCode >= 400 {
return nil, coreerr.E("brain.apiCall", fmt.Sprintf("API returned %d: %s", resp.StatusCode, string(respData)), nil)
}
var result map[string]any
if err := json.Unmarshal(respData, &result); err != nil {
return nil, coreerr.E("brain.apiCall", "parse response", err)
}
return result, nil
}
func (s *DirectSubsystem) remember(ctx context.Context, _ *mcp.CallToolRequest, input RememberInput) (*mcp.CallToolResult, RememberOutput, error) {
result, err := s.apiCall(ctx, "POST", "/v1/brain/remember", map[string]any{
"content": input.Content,
"type": input.Type,
"tags": input.Tags,
"project": input.Project,
"agent_id": agentName(),
})
if err != nil {
return nil, RememberOutput{}, err
}
id, _ := result["id"].(string)
return nil, RememberOutput{
Success: true,
MemoryID: id,
Timestamp: time.Now(),
}, nil
}
func (s *DirectSubsystem) recall(ctx context.Context, _ *mcp.CallToolRequest, input RecallInput) (*mcp.CallToolResult, RecallOutput, error) {
body := map[string]any{
"query": input.Query,
"top_k": input.TopK,
}
// Only filter by agent_id if explicitly provided — shared brain by default
if input.Filter.AgentID != "" {
body["agent_id"] = input.Filter.AgentID
}
if input.Filter.Project != "" {
body["project"] = input.Filter.Project
}
if input.Filter.Type != nil {
body["type"] = input.Filter.Type
}
if input.TopK == 0 {
body["top_k"] = 10
}
result, err := s.apiCall(ctx, "POST", "/v1/brain/recall", body)
if err != nil {
return nil, RecallOutput{}, err
}
var memories []Memory
if mems, ok := result["memories"].([]any); ok {
for _, m := range mems {
if mm, ok := m.(map[string]any); ok {
mem := Memory{
Content: fmt.Sprintf("%v", mm["content"]),
Type: fmt.Sprintf("%v", mm["type"]),
Project: fmt.Sprintf("%v", mm["project"]),
AgentID: fmt.Sprintf("%v", mm["agent_id"]),
CreatedAt: fmt.Sprintf("%v", mm["created_at"]),
}
if id, ok := mm["id"].(string); ok {
mem.ID = id
}
if score, ok := mm["score"].(float64); ok {
mem.Confidence = score
}
if source, ok := mm["source"].(string); ok {
mem.Tags = append(mem.Tags, "source:"+source)
}
memories = append(memories, mem)
}
}
}
return nil, RecallOutput{
Success: true,
Count: len(memories),
Memories: memories,
}, nil
}
func (s *DirectSubsystem) forget(ctx context.Context, _ *mcp.CallToolRequest, input ForgetInput) (*mcp.CallToolResult, ForgetOutput, error) {
_, err := s.apiCall(ctx, "DELETE", "/v1/brain/forget/"+input.ID, nil)
if err != nil {
return nil, ForgetOutput{}, err
}
return nil, ForgetOutput{
Success: true,
Forgotten: input.ID,
Timestamp: time.Now(),
}, nil
}