simplegraph-memory

simplegraph-memory is a skill for Claude Code, Codex from karstom/simplegraph-agentic. It costs 51 tokens per session (640 once invoked), scanned A, original, MIT.

A command for removing cc-rpi blueprint files and configuration from a project while preserving project-specific work. It first checks whether the project appears to use that blueprint.

In plain words
What is it for?
Use it when an adopted project should stop using cc-rpi and its managed commands, metadata, and scaffolding need to be removed.
Why use it?
It helps detach a project cleanly without deleting unrelated files or removing setup that was not created by the blueprint.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

Good fit Use it when an adopted project should stop using cc-rpi and its managed commands, metadata, and scaffolding need to be removed.

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Install with agentmods
npx agentmods add skills/karstom/simplegraph-agentic/antigravity
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add karstom/simplegraph-agentic --skill antigravity
Clone the repo
git clone --depth 1 https://github.com/karstom/simplegraph-agentic

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for simplegraph-memory

README.md
[![agentmods](https://agentmods.dev/badge/skills/karstom/simplegraph-agentic/antigravity/github.svg)](https://agentmods.dev/skills/karstom/simplegraph-agentic/antigravity)
Your own site
<a href="https://agentmods.dev/skills/karstom/simplegraph-agentic/antigravity"><img src="https://agentmods.dev/badge/skills/karstom/simplegraph-agentic/antigravity/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for simplegraph-memory

Your own site · 80×15
<a href="https://agentmods.dev/skills/karstom/simplegraph-agentic/antigravity"><img src="https://agentmods.dev/badge/skills/karstom/simplegraph-agentic/antigravity.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 51 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 640 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00051 $0.00640
Opus 5.5 $0.00020 $0.00256
Sonnet 5.5 $0.00010 $0.00128
Haiku 4.5 $0.00005 $0.00064

Measured 8d ago against content hash 32c0bbbd189f, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

simplegraph-memory scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

adapters/antigravity/SKILL.md · 54 lines

How it starts

The opening of the file, as written. The whole thing — 54 lines — stays where its author put it; the contents beside it link to each section on GitHub.

SimpleGraph Agentic Memory Runbook

This codebase maintains an architectural memory graph in core/. Use this skill when querying, updating, or maintaining memory nodes.

0. Session Start & Task Routing

At session start, review the Quick Index and Task Routing table via simplegraph_index or core/graph_index.md. Load only the detail files relevant to your task — do not load the full graph.

1. Safety Checks Before Code Changes

Before modifying any file, invoke simplegraph_check_files:

{
  "files": ["path/to/file.ts"],
  "symbols": ["AuthService.refreshToken"]
}

If you know callers or dependents from your code graph or LSP, pass them in related_files / related_symbols.

  • Review returned nodes: Pay close attention to any node with Priority: HIGH or REGRESSED_N_TIMES >= 2.
  • Check anti-patterns: Call simplegraph_anti_patterns() before generating new code patterns.

2. Recurrence Root-Cause Gate

When updating a regression where REGRESSED_N_TIMES >= 2, simplegraph_update_node strictly requires a 3-part causal explanation in root_cause:

  1. Source of Truth: What is the authoritative state source? Why isn't it read directly?
  2. Violated Invariant: Which rule is broken? (Add an Invariant node first if none exists).
  3. Why Prior Fixes Were Symptomatic: What did previous patches treat instead of the root cause?

Do not patch symptoms repeatedly. Establish a single source of truth.

3. Recording Knowledge After Changes

Record memory updates in the same commit as your code changes:

  • Bug Fix: simplegraph_add_node({ type: "Regression", ... })
  • Architectural Decision: simplegraph_add_node({ type: "Decision", ... })
  • Discovered Invariant: simplegraph_add_node({ type: "Invariant", ... })
  • Danger Zone: simplegraph_add_node({ type: "Watchlist", ... })
  • Resolved Bug: simplegraph_archive_regression({ id: "REG_BUG_ID", resolution: "..." })

After adding nodes, call simplegraph_update_index to regenerate core/graph_index.md.

Read the full file on GitHub · 54 lines

Files

What ships with it

5 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 8d ago Changed 32c0bbbd189f
  2. 1mo ago Changed · +10 lines · -5 tokens per session 6c88bea61297
  3. 1mo ago First seen · 44 lines · 56 tokens per session scan A ae67de7c30ea

Subscribe to this mod's changes

simplegraph-memory is a skill published in the GitHub repository karstom/simplegraph-agentic (5 stars, last pushed 9d ago), licensed MIT. It adds 51 tokens to every session and 640 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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