Files
picoclaw/pkg/agent/context.go
yinwm 21d60f63fc Add memory system, dynamic tool loading, and fix logging issues
- Add MemoryStore for persistent long-term and daily notes
- Add dynamic tool summary generation in system prompt
- Fix YAML frontmatter parsing for nanobot skill format
- Add GetSummaries() method to ToolRegistry
- Fix DebugCF logging to use structured metadata
- Improve web_search and shell tool descriptions
2026-02-11 00:14:33 +08:00

250 lines
6.4 KiB
Go

package agent
import (
"fmt"
"os"
"path/filepath"
"runtime"
"strings"
"time"
"github.com/sipeed/picoclaw/pkg/logger"
"github.com/sipeed/picoclaw/pkg/providers"
"github.com/sipeed/picoclaw/pkg/skills"
)
type ContextBuilder struct {
workspace string
skillsLoader *skills.SkillsLoader
memory *MemoryStore
toolsSummary func() []string // Function to get tool summaries dynamically
}
func getGlobalConfigDir() string {
home, err := os.UserHomeDir()
if err != nil {
return ""
}
return filepath.Join(home, ".picoclaw")
}
func NewContextBuilder(workspace string, toolsSummaryFunc func() []string) *ContextBuilder {
// builtin skills: 当前项目的 skills 目录
// 使用当前工作目录下的 skills/ 目录
wd, _ := os.Getwd()
builtinSkillsDir := filepath.Join(wd, "skills")
globalSkillsDir := filepath.Join(getGlobalConfigDir(), "skills")
return &ContextBuilder{
workspace: workspace,
skillsLoader: skills.NewSkillsLoader(workspace, globalSkillsDir, builtinSkillsDir),
memory: NewMemoryStore(workspace),
toolsSummary: toolsSummaryFunc,
}
}
func (cb *ContextBuilder) getIdentity() string {
now := time.Now().Format("2006-01-02 15:04 (Monday)")
workspacePath, _ := filepath.Abs(filepath.Join(cb.workspace))
runtime := fmt.Sprintf("%s %s, Go %s", runtime.GOOS, runtime.GOARCH, runtime.Version())
// Build tools section dynamically
toolsSection := cb.buildToolsSection()
return fmt.Sprintf(`# picoclaw 🦞
You are picoclaw, a helpful AI assistant.
## Current Time
%s
## Runtime
%s
## Workspace
Your workspace is at: %s
- Memory: %s/memory/MEMORY.md
- Daily Notes: %s/memory/YYYYMM/YYYYMMDD.md
- Skills: %s/skills/{skill-name}/SKILL.md
%s
Always be helpful, accurate, and concise. When using tools, explain what you're doing.
When remembering something, write to %s/memory/MEMORY.md`,
now, runtime, workspacePath, workspacePath, workspacePath, workspacePath, toolsSection, workspacePath)
}
func (cb *ContextBuilder) buildToolsSection() string {
if cb.toolsSummary == nil {
return ""
}
summaries := cb.toolsSummary()
if len(summaries) == 0 {
return ""
}
var sb strings.Builder
sb.WriteString("## Available Tools\n\n")
sb.WriteString("You have access to the following tools:\n\n")
for _, s := range summaries {
sb.WriteString(s)
sb.WriteString("\n")
}
return sb.String()
}
func (cb *ContextBuilder) BuildSystemPrompt() string {
parts := []string{}
// Core identity section
parts = append(parts, cb.getIdentity())
// Bootstrap files
bootstrapContent := cb.LoadBootstrapFiles()
if bootstrapContent != "" {
parts = append(parts, bootstrapContent)
}
// Skills - show summary, AI can read full content with read_file tool
skillsSummary := cb.skillsLoader.BuildSkillsSummary()
if skillsSummary != "" {
parts = append(parts, fmt.Sprintf(`# Skills
The following skills extend your capabilities. To use a skill, read its SKILL.md file using the read_file tool.
%s`, skillsSummary))
}
// Memory context
memoryContext := cb.memory.GetMemoryContext()
if memoryContext != "" {
parts = append(parts, "# Memory\n\n"+memoryContext)
}
// Join with "---" separator
return strings.Join(parts, "\n\n---\n\n")
}
func (cb *ContextBuilder) LoadBootstrapFiles() string {
bootstrapFiles := []string{
"AGENTS.md",
"SOUL.md",
"USER.md",
"IDENTITY.md",
}
var result string
for _, filename := range bootstrapFiles {
filePath := filepath.Join(cb.workspace, filename)
if data, err := os.ReadFile(filePath); err == nil {
result += fmt.Sprintf("## %s\n\n%s\n\n", filename, string(data))
}
}
return result
}
<<<<<<< HEAD
func (cb *ContextBuilder) BuildMessages(history []providers.Message, summary string, currentMessage string, media []string) []providers.Message {
=======
func (cb *ContextBuilder) BuildMessages(history []providers.Message, summary string, currentMessage string, media []string, channel, chatID string) []providers.Message {
>>>>>>> fd1dd87 (Add memory system, debug mode, and tools)
messages := []providers.Message{}
systemPrompt := cb.BuildSystemPrompt()
// Add Current Session info if provided
if channel != "" && chatID != "" {
systemPrompt += fmt.Sprintf("\n\n## Current Session\nChannel: %s\nChat ID: %s", channel, chatID)
}
// Log system prompt summary for debugging (debug mode only)
logger.DebugCF("agent", "System prompt built",
map[string]interface{}{
"total_chars": len(systemPrompt),
"total_lines": strings.Count(systemPrompt, "\n") + 1,
"section_count": strings.Count(systemPrompt, "\n\n---\n\n") + 1,
})
// Log preview of system prompt (avoid logging huge content)
preview := systemPrompt
if len(preview) > 500 {
preview = preview[:500] + "... (truncated)"
}
logger.DebugCF("agent", "System prompt preview",
map[string]interface{}{
"preview": preview,
})
if summary != "" {
systemPrompt += "\n\n## Summary of Previous Conversation\n\n" + summary
}
messages = append(messages, providers.Message{
Role: "system",
Content: systemPrompt,
})
messages = append(messages, history...)
messages = append(messages, providers.Message{
Role: "user",
Content: currentMessage,
})
return messages
}
func (cb *ContextBuilder) AddToolResult(messages []providers.Message, toolCallID, toolName, result string) []providers.Message {
messages = append(messages, providers.Message{
Role: "tool",
Content: result,
ToolCallID: toolCallID,
})
return messages
}
func (cb *ContextBuilder) AddAssistantMessage(messages []providers.Message, content string, toolCalls []map[string]interface{}) []providers.Message {
msg := providers.Message{
Role: "assistant",
Content: content,
}
// Always add assistant message, whether or not it has tool calls
messages = append(messages, msg)
return messages
}
func (cb *ContextBuilder) loadSkills() string {
allSkills := cb.skillsLoader.ListSkills()
if len(allSkills) == 0 {
return ""
}
var skillNames []string
for _, s := range allSkills {
skillNames = append(skillNames, s.Name)
}
content := cb.skillsLoader.LoadSkillsForContext(skillNames)
if content == "" {
return ""
}
return "# Skill Definitions\n\n" + content
}
// GetSkillsInfo returns information about loaded skills.
func (cb *ContextBuilder) GetSkillsInfo() map[string]interface{} {
allSkills := cb.skillsLoader.ListSkills()
skillNames := make([]string, 0, len(allSkills))
for _, s := range allSkills {
skillNames = append(skillNames, s.Name)
}
return map[string]interface{}{
"total": len(allSkills),
"names": skillNames,
}
}