lerim: Compiles AI agent traces and truns them into reusable context

by nablo-io · Codex Skill · ★ 97

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install lerim

pip install lerim

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 59/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

agent-memoryai-codingai-coding-agentclaude-codecodexcoding-agentscontextcontext-engineeringcontext-graphcursor

Quick Facts

Stars97
Forks6
LanguagePython
CategoryCodex Skill
Quality Score59/100
Last Updated2026-07-28
Created2026-02-23
Platformsclaude-code, codex, python
Est. Tokens~18k

About lerim

Lerim compiles completed agent traces into cited, reusable context. Lerim sits above agent traces, compiles useful signal into cited context and eval assets, and gives future agents the operating memory they need before work begins. Lerim is an open-source project by Nablo. It compiles context and does not train models — training a small model on the result is the Nablo pipeline. <

Compatible Skills

These tools work well together with lerim for enhanced workflows:

  • lerim-cli — semantic(0.93)+rare_topics+same_lang+similar_pop+shared_platform (75%)
  • lerim — semantic(1.00)+rare_topics+same_lang+similar_pop+shared_platform (75%)
  • recall-loom — semantic(0.40)+complementary+rare_topics+same_lang+similar_pop+shared_platform (69%)
  • projectmem — semantic(0.34)+complementary+rare_topics+same_lang+similar_pop+shared_platform (66%)

lerim alternative? Top 6 similar tools

Looking for a lerim alternative? If you're comparing lerim with other codex skill tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • lerim by kargarisaac · ⭐ 99

    Compiles AI agent traces and truns them into reusable context.

  • lerim by lerim-dev · ⭐ 93

    Compiles AI agent traces and truns them into reusable context.

  • lerim-cli by lerim-dev · ⭐ 82

    Compile completed AI agent runs into reusable, cited context.

  • project-butler by JamesShi96 · ⭐ 372

    Project memory system for AI coding assistants (Claude Code, Cursor, Codex): session logs, project wiki, rules

  • recall-loom by Frappucc1no · ⭐ 154

    Project memory for long-running AI work across agents, models, and sessions. Keep context, decisions, progress

  • aiwg by jmagly · ⭐ 229

    Reusable project context and specialist workflows for the AI tools you already use. Agents, skills, rules and

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

View on GitHub → Browse Codex Skill tools