Instar
Instar is a AI agent skill for workflow automation and orchestration, published by JKHeadley.
A framework for building persistent, memory-aware AI agents with cross-session recall, multi-platform messaging, and built-in safety gates.
Is it any good?
Effectiveness · benchmark pending
We haven't benchmarked Instar yet, so its score is provisional — computed from safety, maintenance, and documentation only, with popularity given no weight. When we benchmark it, we measure whether it produces materially better output than a frontier model alone, and that result leads the score. How we measure.
About Instar
Description · AI-summarised from the JKHeadley README
Instar is a TypeScript framework that solves the core problems preventing AI agents from running continuously: memory loss across sessions, identity drift, contradiction of past decisions, and lack of self-improvement machinery. It provides durable memory (SQLite + FTS5), persistent identity (AGENT.md + grounding hooks), coherence gates (LLM-supervised review), commitment tracking, scheduled jobs, two-way messaging (Telegram, WhatsApp, iMessage, Slack), and an evolution system for agents to grow their own capabilities. Built from the architecture of Dawn (a continuously-running agent since early 2026), Instar ships with 14 skills and runs as real Claude Code or Codex processes—not an API wrapper.
Where it fits
Browse related skills
Install Instar
Install
Install via agent tool
# install via agent tool
# see vendor docsInstall with your AI
Zero install · paste into ChatGPT, Claude, Cursor…
Install the "Instar" skill into my project by following all instructions at https://skillsdirectory.co/s/jkheadley-instar
Your assistant reads /s/jkheadley-instar and follows it — fetching the files from the source, placing them, and confirming before it runs anything. No account needed. How this works.
Frequently asked
FAQ
What does Instar do?
A framework for building persistent, memory-aware AI agents with cross-session recall, multi-platform messaging, and built-in safety gates.
How do I install Instar?
Instar is a AI agent skill. Primary install path: # install via agent tool # see vendor docs
What is the Skill Score for Instar?
Instar has a Skill Score of 5.9/10 (Solid). It is currently a provisional score — Instar hasn't been benchmarked yet, so it weights safety 75/100 (40%), maintenance 46/100 (30%), and documentation 70/100 (30%). Popularity carries zero weight until effectiveness is measured. See methodology.
Is Instar free?
Instar is published under the MIT license. See the vendor's source repository for any usage limits or paid tiers.
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Embed this score
For maintainers · always-current, links back
Put it in your README — it updates as the score changes.[](https://skillsdirectory.co/skills/jkheadley-instar)
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