Files
kit/examples/extensions/conversation-manager.go
T
Ed Zynda 4caa8ba3dc Bridge SDK features to extension system: tree navigation, skills, templates, model resolution
This commit bridges 4 categories of internal SDK capabilities to the extension
system, enabling extensions like pi-prompt-template-model to be built with
minimal custom code.

New Extension APIs:

Tree Navigation (Phase 1):
- GetTreeNode, GetCurrentBranch, GetChildren - Navigate conversation tree
- NavigateTo - Branch/fork to specific entries
- SummarizeBranch - LLM-based branch summarization
- CollapseBranch - Fresh context primitive for context management

Skill Loading (Phase 2):
- LoadSkill, LoadSkillsFromDir - Load skill files with YAML frontmatter
- DiscoverSkills - Auto-discover from standard locations
- InjectSkillAsContext, InjectRawSkillAsContext - Pre-load skills

Template Parsing (Phase 3):
- ParseTemplate, RenderTemplate - {{variable}} substitution
- ParseArguments, SimpleParseArguments - CLI-style arg parsing (, , )
- EvaluateModelConditional, RenderWithModelConditionals - Model conditionals

Model Resolution (Phase 4):
- ResolveModelChain - Fallback chain resolution
- GetModelCapabilities - Query model specs
- CheckModelAvailable, GetCurrentProvider, GetCurrentModelID

Files Modified:
- internal/extensions/api.go - New types and Context methods
- internal/extensions/symbols.go - Export to Yaegi
- internal/extensions/runner.go - No-op stubs
- pkg/kit/sessions.go - Tree navigation bridge
- pkg/kit/skills.go - Skill loading bridge
- pkg/kit/template_bridge.go - NEW - Template & model resolution
- cmd/root.go - Wire to extension Context

Examples Added:
- conversation-manager.go - Tree nav, branch collapse, fresh context loops
- prompt-templates.go - Frontmatter templates with model switching
- bridge_demo.go - All new APIs demonstration

Documentation Updated:
- README.md - New capabilities and examples
- www/pages/extensions/capabilities.md - Full API docs
- www/pages/extensions/examples.md - New example category
- skills/kit-extensions/SKILL.md - Extension developer docs
2026-03-28 12:00:19 +03:00

407 lines
11 KiB
Go

//go:build ignore
// conversation-manager.go - Advanced conversation tree navigation and management.
// This extension demonstrates:
// - Tree navigation (GetTreeNode, GetCurrentBranch, NavigateTo)
// - Branch summarization and collapsing
// - Interactive tree exploration
//
// Commands:
// /tree - Show conversation tree structure
// /branch - Show current branch path
// /goto <entry-id> - Navigate to a specific entry
// /summarize <n> - Summarize last N messages
// /fresh-context - Collapse branch and start fresh
// /loop <n> <prompt> - Execute prompt N times with fresh context each iteration
package main
import (
"fmt"
"strconv"
"strings"
"time"
"kit/ext"
)
var (
loopActive bool
loopCount int
loopCurrent int
loopPrompt string
loopStartNode string
)
func Init(api ext.API) {
// /tree - Show tree structure
api.RegisterCommand(ext.CommandDef{
Name: "tree",
Description: "Show conversation tree structure",
Execute: func(args string, ctx ext.Context) (string, error) {
showTree(ctx)
return "", nil
},
})
// /branch - Show current branch
api.RegisterCommand(ext.CommandDef{
Name: "branch",
Description: "Show current conversation branch",
Execute: func(args string, ctx ext.Context) (string, error) {
showBranch(ctx)
return "", nil
},
})
// /goto - Navigate to entry
api.RegisterCommand(ext.CommandDef{
Name: "goto",
Description: "Navigate to a specific entry ID (usage: /goto <entry-id>)",
Execute: func(args string, ctx ext.Context) (string, error) {
if args == "" {
ctx.PrintError("Usage: /goto <entry-id>")
return "", nil
}
result := ctx.NavigateTo(args)
if !result.Success {
ctx.PrintError(fmt.Sprintf("Navigation failed: %s", result.Error))
return "", nil
}
ctx.PrintInfo(fmt.Sprintf("Navigated to entry: %s", args))
// Show the node we navigated to
node := ctx.GetTreeNode(args)
if node != nil {
ctx.PrintInfo(fmt.Sprintf("Entry type: %s, Role: %s", node.Type, node.Role))
}
return "", nil
},
})
// /summarize - Summarize recent messages
api.RegisterCommand(ext.CommandDef{
Name: "summarize",
Description: "Summarize last N messages (usage: /summarize [n=5])",
Execute: func(args string, ctx ext.Context) (string, error) {
n := 5
if args != "" {
if parsed, err := strconv.Atoi(args); err == nil && parsed > 0 {
n = parsed
}
}
branch := ctx.GetCurrentBranch()
if len(branch) < 2 {
ctx.PrintError("Not enough messages to summarize")
return "", nil
}
// Find range to summarize
startIdx := len(branch) - n - 1
if startIdx < 0 {
startIdx = 0
}
endIdx := len(branch) - 1
fromID := branch[startIdx].ID
toID := branch[endIdx].ID
ctx.PrintInfo(fmt.Sprintf("Summarizing messages %d to %d...", startIdx, endIdx))
summary := ctx.SummarizeBranch(fromID, toID)
if summary == "" {
ctx.PrintError("Failed to generate summary")
return "", nil
}
ctx.PrintBlock(ext.PrintBlockOpts{
Text: summary,
BorderColor: "#89b4fa",
Subtitle: "conversation-manager · Summary",
})
return "", nil
},
})
// /fresh-context - Collapse and restart
api.RegisterCommand(ext.CommandDef{
Name: "fresh-context",
Description: "Collapse conversation to summary and start fresh",
Execute: func(args string, ctx ext.Context) (string, error) {
branch := ctx.GetCurrentBranch()
if len(branch) < 3 {
ctx.PrintError("Not enough context to collapse")
return "", nil
}
// Keep first message (system), summarize rest
fromID := branch[1].ID
toID := branch[len(branch)-1].ID
ctx.PrintInfo("Generating summary for context collapse...")
summary := ctx.SummarizeBranch(fromID, toID)
if summary == "" {
ctx.PrintError("Failed to generate summary")
return "", nil
}
// Collapse the branch
result := ctx.CollapseBranch(fromID, toID, summary)
if !result.Success {
ctx.PrintError(fmt.Sprintf("Collapse failed: %s", result.Error))
return "", nil
}
ctx.PrintInfo("Context collapsed. Starting fresh with summary.")
ctx.PrintBlock(ext.PrintBlockOpts{
Text: summary,
BorderColor: "#a6e3a1",
Subtitle: "conversation-manager · Collapsed Context",
})
// Set a widget showing we're in fresh mode
ctx.SetWidget(ext.WidgetConfig{
ID: "fresh-context",
Placement: ext.WidgetAbove,
Content: ext.WidgetContent{Text: "🌱 Fresh Context Mode - Previous conversation collapsed"},
Style: ext.WidgetStyle{BorderColor: "#a6e3a1"},
})
return "", nil
},
})
// /loop - Execute with fresh context each iteration
api.RegisterCommand(ext.CommandDef{
Name: "loop",
Description: "Execute prompt N times with fresh context (usage: /loop 5 analyze this code)",
Execute: func(args string, ctx ext.Context) (string, error) {
if loopActive {
ctx.PrintError("Loop already in progress. Wait for completion.")
return "", nil
}
// Parse arguments
parts := strings.SplitN(args, " ", 2)
if len(parts) < 2 {
ctx.PrintError("Usage: /loop <count> <prompt>")
return "", nil
}
count, err := strconv.Atoi(parts[0])
if err != nil || count <= 0 || count > 10 {
ctx.PrintError("Invalid count (must be 1-10)")
return "", nil
}
loopCount = count
loopCurrent = 0
loopPrompt = parts[1]
loopActive = true
// Store current branch position
branch := ctx.GetCurrentBranch()
if len(branch) > 0 {
loopStartNode = branch[len(branch)-1].ID
}
ctx.PrintInfo(fmt.Sprintf("Starting loop: %d iterations", loopCount))
ctx.SetWidget(ext.WidgetConfig{
ID: "loop-progress",
Placement: ext.WidgetAbove,
Content: ext.WidgetContent{Text: fmt.Sprintf("🔄 Loop: 0/%d - %s", loopCount, loopPrompt)},
Style: ext.WidgetStyle{BorderColor: "#fab387"},
})
// Start first iteration
executeLoopIteration(ctx)
return "", nil
},
})
// OnAgentEnd handles loop continuation
api.OnAgentEnd(func(e ext.AgentEndEvent, ctx ext.Context) {
if !loopActive {
return
}
loopCurrent++
if loopCurrent >= loopCount {
// Loop complete
loopActive = false
ctx.RemoveWidget("loop-progress")
ctx.PrintInfo(fmt.Sprintf("✅ Loop complete: %d/%d iterations", loopCurrent, loopCount))
// Show final summary
branch := ctx.GetCurrentBranch()
if len(branch) > 0 && loopStartNode != "" {
summary := ctx.SummarizeBranch(loopStartNode, branch[len(branch)-1].ID)
if summary != "" {
ctx.PrintBlock(ext.PrintBlockOpts{
Text: summary,
BorderColor: "#a6e3a1",
Subtitle: "conversation-manager · Loop Summary",
})
}
}
return
}
// Update progress
ctx.SetWidget(ext.WidgetConfig{
ID: "loop-progress",
Placement: ext.WidgetAbove,
Content: ext.WidgetContent{Text: fmt.Sprintf("🔄 Loop: %d/%d - %s", loopCurrent, loopCount, loopPrompt)},
Style: ext.WidgetStyle{BorderColor: "#fab387"},
})
// Collapse previous iteration for fresh context
branch := ctx.GetCurrentBranch()
if len(branch) >= 2 {
// Find the user messages (look for the one before the last assistant message)
// We want to collapse from the user message that started this iteration
// to the last assistant response
var collapseStartIdx = -1
for i := len(branch) - 1; i >= 0; i-- {
if branch[i].Role == "assistant" {
// Found the last assistant message, now find the user message before it
for j := i - 1; j >= 0; j-- {
if branch[j].Role == "user" {
collapseStartIdx = j
break
}
}
break
}
}
if collapseStartIdx >= 0 {
fromID := branch[collapseStartIdx].ID
toID := branch[len(branch)-1].ID
ctx.PrintInfo(fmt.Sprintf("Collapsing iteration %d for fresh context...", loopCurrent))
summary := ctx.SummarizeBranch(fromID, toID)
if summary != "" {
result := ctx.CollapseBranch(fromID, toID, summary)
if result.Success {
ctx.PrintInfo("Context collapsed successfully")
} else {
ctx.PrintError(fmt.Sprintf("Collapse failed: %s", result.Error))
}
}
}
}
// Small delay to let UI update
time.Sleep(500 * time.Millisecond)
// Trigger next iteration
executeLoopIteration(ctx)
})
}
// showTree displays the conversation tree structure
func showTree(ctx ext.Context) {
branch := ctx.GetCurrentBranch()
if len(branch) == 0 {
ctx.PrintInfo("Tree is empty")
return
}
var output strings.Builder
output.WriteString(fmt.Sprintf("Conversation Tree (%d nodes):\n\n", len(branch)))
for i, node := range branch {
prefix := " "
if i == len(branch)-1 {
prefix = "▶ " // Current node
} else {
prefix = " "
}
roleIcon := "💬"
switch node.Role {
case "user":
roleIcon = "👤"
case "assistant":
roleIcon = "🤖"
case "system":
roleIcon = "⚙️"
}
content := truncate(node.Content, 50)
if node.Type == "branch_summary" {
roleIcon = "📋"
content = "[Summary] " + truncate(node.Content, 40)
}
output.WriteString(fmt.Sprintf("%s%s %s: %s (%s...)\n", prefix, roleIcon, node.Role, node.ID[:8], content))
// Show children count if any
children := ctx.GetChildren(node.ID)
if len(children) > 0 {
output.WriteString(fmt.Sprintf(" └─ %d branch(es)\n", len(children)))
}
}
ctx.PrintBlock(ext.PrintBlockOpts{
Text: output.String(),
BorderColor: "#89b4fa",
Subtitle: "conversation-manager · Tree View",
})
}
// showBranch displays the current branch path
func showBranch(ctx ext.Context) {
branch := ctx.GetCurrentBranch()
if len(branch) == 0 {
ctx.PrintInfo("No active branch")
return
}
var output strings.Builder
output.WriteString(fmt.Sprintf("Current Branch (%d nodes from root to leaf):\n\n", len(branch)))
for i, node := range branch {
marker := " "
if i == len(branch)-1 {
marker = "▶ " // Current leaf
}
output.WriteString(fmt.Sprintf("%s[%d] %s (%s): %s\n",
marker, i, node.Type, node.ID[:8], truncate(node.Content, 40)))
}
// Show current node details
leaf := branch[len(branch)-1]
output.WriteString(fmt.Sprintf("\nCurrent Leaf:\n"))
output.WriteString(fmt.Sprintf(" ID: %s\n", leaf.ID))
output.WriteString(fmt.Sprintf(" Type: %s\n", leaf.Type))
output.WriteString(fmt.Sprintf(" Role: %s\n", leaf.Role))
output.WriteString(fmt.Sprintf(" Model: %s\n", leaf.Model))
output.WriteString(fmt.Sprintf(" Children: %d\n", len(leaf.Children)))
ctx.PrintBlock(ext.PrintBlockOpts{
Text: output.String(),
BorderColor: "#cba6f7",
Subtitle: "conversation-manager · Branch View",
})
}
// executeLoopIteration triggers the next loop iteration
func executeLoopIteration(ctx ext.Context) {
iterationPrompt := fmt.Sprintf("[%d/%d] %s", loopCurrent+1, loopCount, loopPrompt)
ctx.SendMessage(iterationPrompt)
}
// truncate helper
func truncate(s string, max int) string {
if len(s) <= max {
return s
}
return s[:max-3] + "..."
}