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remnic-entities

remnic-entities is a skill for Claude Code from joshuaswarren/remnic. It costs 41 tokens per session (523 once invoked), scanned A, original, MIT.

A tool for browsing named items in Remnic's knowledge graph, which stores facts and relationships between things such as projects, people, and services.

In plain words
What is it for?
Use it to look up a named project, person, service, or concept and retrieve its facts and relationships.
Why use it?
It provides a structured way to find what is known about a specific entity instead of searching only through free-text notes.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Part of the remnic plugin — 6 skills, 1 agent, 3 hooks, 1 MCP server shipped together

not rated 231repo today A scan SkillSpector: pass 41 tokens original MIT

Good fit Use it to look up a named project, person, service, or concept and retrieve its facts and relationships.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/joshuaswarren/remnic/remnic-entities
View source ↗ joshuaswarren/remnic remnic.ai
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 joshuaswarren/remnic --skill remnic-entities
Clone the repo
git clone --depth 1 https://github.com/joshuaswarren/remnic

Made for: Claude Code.

Or install remnic, the plugin that ships this one along with the rest of its 6 skills, 1 agent, 3 hooks, 1 MCP server.

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 remnic-entities

README.md
[![agentmods](https://agentmods.dev/badge/skills/joshuaswarren/remnic/remnic-entities/github.svg)](https://agentmods.dev/skills/joshuaswarren/remnic/remnic-entities)
Your own site
<a href="https://agentmods.dev/skills/joshuaswarren/remnic/remnic-entities"><img src="https://agentmods.dev/badge/skills/joshuaswarren/remnic/remnic-entities/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 remnic-entities

Your own site · 80×15
<a href="https://agentmods.dev/skills/joshuaswarren/remnic/remnic-entities"><img src="https://agentmods.dev/badge/skills/joshuaswarren/remnic/remnic-entities.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 41 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 523 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. Third-party audits
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
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 $0.00041 $0.00523
Opus 5.5 $0.00016 $0.00209
Sonnet 5.5 $0.00008 $0.00105
Haiku 4.5 $0.00004 $0.00052

Measured 2mo ago against content hash 493c187eedb5, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

remnic-entities 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 2mo 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.

packages/plugin-claude-code/skills/remnic-entities/SKILL.md · 52 lines

How it starts

The opening of the file, as written. The whole thing — 52 lines — stays where its author put it; the contents beside it link to each section on GitHub.

When to use

Use when the user names a specific project, person, service, or concept and asks what is known about it. Entities are the structured graph view of memory — facts and relationships rather than free text.

Triggers:

  • "Tell me about the entity …"
  • "Look up …"
  • /remnic:entities <name> slash command invocation.
  • Any reference to a named thing that could have linked facts.

Inputs

  • name (required) — canonical entity name, ideally as the user wrote it.
  • Optional: entity type hint (project, person, service, tool).

Procedure

  1. Extract the entity name from the user's message. Preserve capitalization.
  2. Call remnic_entity_get with that name.
  3. If found, present facts, relationships, and a last-updated timestamp in a compact block.
  4. If missing, say so and offer to create it via remnic-remember with the user's permission.
  5. If multiple candidates match, list them briefly and ask which the user meant.

Efficiency plan

  • Do not fetch speculatively for every proper noun — only when the user asks or the task depends on it.
  • Cache the entity payload within the current turn.
  • Pair with remnic-recall when unstructured context would round out the view.

Pitfalls and fixes

  • Pitfall: Guessing entity names. Fix: Use the user's wording; disambiguate rather than inventing.
  • Pitfall: Dumping the full payload. Fix: Summarize into facts, relations, last-updated.
  • Pitfall: Treating missing entities as a bug. Fix: Missing just means the graph has not captured it yet.

Verification checklist

  • remnic_entity_get was called with a user-supplied or user-confirmed name.
  • Output shows facts, relationships, and timestamps in a compact view.
  • Missing entities are acknowledged plainly with an offer to create.
  • Canonical remnic_entity_get was used over legacy engram_entity_get.

Tool names: canonical name is remnic_entity_get. The legacy engram_entity_get alias remains accepted during v1.x.

Read the full file on GitHub · 52 lines

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. 2mo ago First seen · 52 lines · 41 tokens per session scan A 493c187eedb5

Subscribe to this mod's changes

remnic-entities is a skill published in the GitHub repository joshuaswarren/remnic (231 stars, last pushed today), licensed MIT. It adds 41 tokens to every session and 523 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 2026-08-30.

LLMResearchai-agentai-memoryengramknowledge-graphlocal-first
Related

remnic-entities compared with skills from other repositories

remnic-entities next to 6 skills from other repositories
ModTypeStarsLast pushLicenceScanTokensWorks with
remnic-entitiesjoshuaswarren/remnicSkill231todayMITA41Claude Code
plur-create-engramsplur-ai/plurSkill312yesterdayApache-2.0A66Claude Code, Codex
plur-memoryplur-ai/plurSkill312yesterdayApache-2.0A31Claude Code
plur-session-endplur-ai/plurSkill312yesterdayApache-2.0A35Claude Code
plur-memoryplur-ai/plurSkill312yesterdayApache-2.0A41Claude Code
ori-memoryaayoawoyemi/Ori-MnemosSkill3351mo agoApache-2.0A54Claude Code, Codex
verify-backup-verdictEtanHey/brainlayerSkill9yesterdayApache-2.0A91Claude Code, Codex