About

Imported from sickn33/agentic-awesome-skills (skills/recallmax/SKILL.md). Install upstream with npx skills add sickn33/agentic-awesome-skills --skill recallmax. Copyright stays with the author.

RecallMax — God-Tier Long-Context Memory

Name: recallmax
Author: sickn33

Overview

RecallMax enhances AI agent memory capabilities dramatically. Inject 500K to 1M clean tokens of external context without hallucination drift. Auto-summarize conversations while preserving tone, sarcasm, and intent. Compress multi-turn histories into high-density token sequences.

Free forever. Built by the Genesis Agent Marketplace.

Install

npx skills add christopherlhammer11-ai/recallmax

When to Use This Skill

Use when your agent loses context in long conversations (50+ turns)
Use when injecting large RAG/external documents into agent context
Use when you need to compress conversation history without losing meaning
Use when fact-checking claims across a long thread
Use for any agent that needs to remember everything

How It Works

Step 1: Context Injection

RecallMax cleanly injects external context (documents, RAG results, prior conversations) into the agent's working memory. Unlike naive concatenation, it:

Deduplicates overlapping content
Preserves source attribution
Prevents hallucination drift from context pollution

Step 2: Adaptive Summarization

As conversations grow, RecallMax automatically summarizes older turns while preserving:

Tone — sarcasm, formality, urgency
Intent — what the user actually wants vs. what they said
Key facts — numbers, names, decisions, commitments
Emotional register — frustration, excitement, confusion

Step 3: History Compression

Compress a 14-turn conversation history into ~800 high-density tokens that retain full semantic meaning. The compressed output can be re-expanded if needed.

Step 4: Fact Verification

Built-in cross-reference checks for controversial or ambiguous claims within the conversation context. Flags contradictions and unsupported assertions.

Best Practices

✅ Use RecallMax at the start of long-running agent sessions
✅ Enable auto-summarization for conversations beyond 20 turns
✅ Use compression before hitting context window limits
✅ Let the fact verifier run on high-stakes outputs
❌ Don't inject unvetted external content without dedup
❌ Don't skip summarization and rely on raw truncation

Related Skills

@tool-use-guardian - Tool-call reliability wrapper (also free from Genesis Marketplace)

Links

Repo: https://github.com/christopherlhammer11-ai/recallmax
Marketplace: https://genesis-node-api.vercel.app
Browse skills: https://genesis-marketplace.vercel.app

Limitations

Use this skill only when the task clearly matches the scope described above.
Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.

Use it

Copy one of these into your project. Installing also returns the manifest and these snippets.

yaml

targets:
  - https://api.opensmartroute.ai/api/v1/registry/sickn33-agentic-awesome-skills-recallmax/manifest   # or paste the manifest below

Manifest

An Open Capability Manifest: the router reads it to know what this does, what it costs and when to pick it.

sickn33-agentic-awesome-skills-recallmax.ocm.jsonjson

{
  "ocm": "1",
  "id": "sickn33-agentic-awesome-skills-recallmax",
  "kind": "skill",
  "name": "recallmax",
  "description": "FREE — God-tier long-context memory for AI agents. Injects 500K-1M clean tokens, auto-summarizes with tone/intent preservation, compresses 14-turn history into 800 tokens.",
  "publisher": "sickn33",
  "version": "1.0.0",
  "capabilities": {
    "domains": [
      "general"
    ],
    "tags": [
      "skill-md",
      "memory",
      "context",
      "rag",
      "summarization",
      "compression",
      "long-context",
      "agent-infrastructure",
      "skills-sh"
    ],
    "languages": [
      "en"
    ]
  },
  "quality_prior": 0.6,
  "examples": [
    "FREE — God-tier long-context memory for AI agents. Injects 500K-1M clean tokens, auto-summarizes with tone/intent preservation, compresses 14-turn history into 800 tokens."
  ],
  "primary": false,
  "metadata": {
    "source": {
      "provider": "skills.sh",
      "repository": "https://github.com/sickn33/agentic-awesome-skills",
      "path": "skills/recallmax/SKILL.md",
      "ref": "HEAD",
      "url": "https://github.com/sickn33/agentic-awesome-skills/blob/HEAD/skills/recallmax/SKILL.md",
      "key": "sickn33/agentic-awesome-skills/skills/recallmax/SKILL.md"
    }
  },
  "instructions": "# RecallMax — God-Tier Long-Context Memory\n\n## Overview\n\nRecallMax enhances AI agent memory capabilities dramatically. Inject 500K to 1M clean tokens of external context without hallucination drift. Auto-summarize conversations while preserving tone, sarcasm, and intent. Compress multi-turn histories into high-density token sequences.\n\nFree forever. Built by the Genesis Agent Marketplace.\n\n## Install\n\n```bash\nnpx skills add christopherlhammer11-ai/recallmax\n```\n\n## When to Use This Skill\n\n- Use when your agent loses context in long conversations (50+ turns)\n- Use when injecting large RAG/exter",
  "cost": {
    "context_tokens": 713
  }
}

Fetch it by URL: GET /api/v1/registry/sickn33-agentic-awesome-skills-recallmax/manifest?version=1.0.0

Reviews

Star ratings from people who tried it. One review per account; edit yours any time.

No reviews yet. Install it, try it, and be the first to rate it.