pi-vcc

Algorithmic conversation compactor for Pi. No LLM calls — produces a brief transcript via extraction and formatting.

Inspired by VCC (View-oriented Conversation Compiler).

Features

• Zero LLM calls — deterministic, same input always produces same output
• 35–99% token reduction on real sessions (higher on longer sessions)
• 30–470ms latency — no API calls, pure algorithmic extraction
• 4 semantic sections — Session Goal, Outstanding Context, References, Key Signals
• Brief transcript with tool-call rollup and noise filtering
• History search via vcc_recall tool (lineage-scoped, expand, pagination)
• Section merging across repeated compactions with deduplication
• Configurable extraction — additive patterns for URLs, GitHub refs, versions, constraints, decisions, statuses

Installation

For humans (npm)

npm install @sting8k/pi-vcc

For AI agents (pi settings.json)

Add to your pi settings.json packages array:

{
  "packages": ["@sting8k/pi-vcc"]
}

Git-sourced

In settings.json, reference the repo directly:

{
  "packages": ["github:buihongduc132/pi-vcc"]
}

Or clone into profile/git/github.com/buihongduc132/:

git clone https://github.com/buihongduc132/pi-vcc.git profile/git/github.com/buihongduc132/pi-vcc

Usage

Once installed, pi-vcc registers two hooks and one tool automatically:

Commands

Command	Description
/pi-vcc	Trigger pi-vcc compaction explicitly
/compact	Handled by pi-vcc when overrideDefaultCompaction: true

Tool: vcc_recall

Search session history after compaction:

vcc_recall({ query: "auth bug", scope: "all", page: 1 })
vcc_recall({ expand: [0, 3], scope: "all" })

• Default scope: active lineage only; use scope: "all" for off-lineage branches
• Supports regex queries, pagination, and expand indices

Configuration

Config file: ~/.pi/agent/pi-vcc-config.json (auto-scaffolded with defaults).

{
  "overrideDefaultCompaction": false,
  "debug": false,
  "extraction": {
    "references": {
      "enabled": true,
      "extraUrlPatterns": [],
      "extraGithubRefPatterns": [],
      "extraVersionPatterns": [],
      "extraBranchPatterns": []
    },
    "keySignals": {
      "enabled": true,
      "extraConstraintPatterns": [],
      "extraDecisionPatterns": [],
      "extraStatusPatterns": []
    },
    "goals": {
      "enabled": true,
      "extraTaskVerbs": [],
      "extraScopeChangeWords": []
    }
  }
}

Field	Default	Description
overrideDefaultCompaction	false	When true, pi-vcc handles all compaction triggers
debug	false	Write debug snapshot to /tmp/pi-vcc-debug.json
extraction.*.enabled	true	Enable/disable individual extraction categories
extraction.*.extra*	[]	Additive patterns (built-ins never removed)

License

MIT © buihongduc132

Repository: buihongduc132/pi-vcc