Anchored AI编码助手

Install

From GitHub Releases:

curl -fsSL https://raw.githubusercontent.com/jholhewres/anchored/main/install/install.sh | bash

From source:

git clone https://github.com/jholhewres/anchored.git
cd anchored
make build
sudo cp bin/anchored /usr/local/bin/

First run creates ~/.anchored/ and downloads the local embedding model when needed (~470 MB).

Setup

Configuration examples

curation:
  enabled: true
  interval_minutes: 15
  threshold: 0.55
  max_updates_per_run: 50

sanitizer:
  enabled: true
  patterns:
    - 'ACME_[A-Z0-9]{32}'

context_optimizer:
  enabled: false

Show or edit config:

anchored config show
anchored config set curation.enabled false
anchored config wizard

CLI overview

anchored                         Start MCP server over STDIO
anchored serve                   Start MCP server over STDIO
anchored init [--tool]           Register Anchored with supported tools
anchored doctor [--cwd]          Diagnose binary, model, DB, and MCP registration
anchored stats                   Show memory counts and import status

anchored save <content>          Save a memory
anchored search <query>          Search memories
anchored list                    List memories
anchored inspect <id>            Show full JSON metadata
anchored update <id>             Revise a memory in place
anchored forget <id>             Soft-delete a memory; --hard for permanent delete
anchored export                  Export memories as JSON/JSONL

anchored curation status         Show background curation worker state
anchored curation enable         Enable serve-time curation worker
anchored curation disable        Disable serve-time curation worker
anchored curation score          Score and optionally mark low-signal memories
anchored curation clean          Soft-delete or hard-delete low-signal memories
anchored curation restore        Restore a DB backup made before curation cleanup

anchored dream                   Analyze duplicate/contradictory memories
anchored dream --apply <id>      Apply one proposed dream action
anchored retention sweep         Archive expired operational/episodic memories
anchored bootstrap [--cwd]       Extract project seed memories from README/docs/rules/tree
anchored handoff [--scope]       Save a short session handoff with TTL
anchored precompact              Save a pre-compaction recovery snapshot
anchored hook <subcommand>       Run session continuity hooks

anchored remote status           Show remote sync configuration
anchored remote configure        Configure a remote server
anchored remote link|unlink      Link/unlink remote project IDs
anchored remote preview          Offline preview of syncable/blocked memories
anchored remote sync             Push syncable memories and KG triples
anchored purge                   Wipe memories; --hard resets DB with backup

Import sources: claude-code, devclaw, opencode, cursor, all.

Claude Code plugin

The plugin is the easiest path because it installs MCP registration, slash commands, hooks, and the auto-trigger skill together:

/plugin marketplace add jholhewres/anchored
/plugin install anchored@anchored

Restart Claude Code after installation. Available slash commands include /anchored:context, /anchored:search, /anchored:save, /anchored:stats, /anchored:doctor, and /anchored:purge.

Running context-mode too? Anchored now ships its own PreToolUse routing — it steers Read/Grep/Glob/Bash/WebFetch and subagents toward memory and the sandbox tools, the same mechanism context-mode uses. Running both plugins means two routing blocks competing for the model's attention, and context-mode's redirects can shadow Anchored's. Uninstall context-mode for the cleanest behavior — Anchored covers both the memory and the context-window story on its own.

Curation vs dream

Anchored has two maintenance paths because they solve different problems:

The curation worker starts with anchored serve. By default it runs every 15 minutes, processes newest candidates first, and updates at most 50 memories per pass. Tune or disable it with:

anchored curation status
anchored curation disable
anchored curation enable
anchored config set curation.interval_minutes 5
anchored config set curation.max_updates_per_run 25
anchored config set curation.threshold 0.55

Use anchored curation clean --dry-run when you want to remove low-signal memories. Cleanup is never automatic.