singularity
A local command-line tool that learns repository workflows from coding-agent sessions and supplies relevant steps and warnings to later tasks.
At a Glance
No software license fee. Learning uses your existing agent/model account; its charges or usage limits apply separately.
Engagement
Available On
Alternatives
Listed Oct 2026
About singularity
singularity gives coding agents reusable memory of repository workflows. It records checked commits and learns steps for similar tasks.
What It Is
Hooks supply relevant workflows at session start and warn about known mistakes. Recall uses text matching; learning uses a model through an existing agent account.
Agent Support
Claude Code, Codex, and Hermes Agent support recording and learning. Gemini CLI and Droid receive memory and warnings. Cursor and OpenCode can use the shared skill on request.
Storage and Setup
Records remain local, but learning sends selected records and code excerpts to the chosen model. Setup requires Git and a supported agent. The installer supplies Node.js when version 24 or later is unavailable.
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Pricing
MIT-licensed software
No software license fee. Learning uses your existing agent/model account; its charges or usage limits apply separately.
- Local installation
- Repository workflow memory
Capabilities
Key Features
- Checked-commit recording
- Reusable workflow learning
- Task-start memory and warnings
- Local recall without a model call
- Repository-scoped local storage
- Configurable automatic learning and spending limit
- Setup, update, recall, learn, status, and uninstall commands