memory-literary-analysis

memory-literary-analysis is a skill for Claude Code, Codex from basicmachines-co/basic-memory. It costs 38 tokens per session (7,952 once invoked), scanned A, original, AGPL-3.0.

A workflow for turning a complete literary work into a structured knowledge graph in Basic Memory. A knowledge graph connects people, places, events, ideas, and other details so they can be explored together.

In plain words
What is it for?
Use it to seed entities, process chapters, connect recurring details, check the resulting structure, and create a visual view of the work.
Why use it?
It gives a long book or other literary work an organised structure instead of leaving its details in separate notes. Cross-references and validation help keep the structure consistent.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

Good fit Use it to seed entities, process chapters, connect recurring details, check the resulting structure, and create a visual view of the work.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/basicmachines-co/basic-memory/memory-literary-analysis
About the project

Basic Memory is a local-first knowledge system that stores notes as Markdown files and connects them into a searchable knowledge graph for AI conversations. People and AI assistants use it to preserve project context across Claude, Codex, Cursor, ChatGPT, and other MCP-compatible clients. The catalogue add-ons provide Basic Memory skills, commands, instructions, MCP integrations, hooks, settings, and a plugin.

basicmachines-co/basic-memory · 4,251 stars · on GitHub · basicmemory.com

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 basicmachines-co/basic-memory --skill memory-literary-analysis
Clone the repo
git clone --depth 1 https://github.com/basicmachines-co/basic-memory

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 memory-literary-analysis

README.md
[![agentmods](https://agentmods.dev/badge/skills/basicmachines-co/basic-memory/memory-literary-analysis/github.svg)](https://agentmods.dev/skills/basicmachines-co/basic-memory/memory-literary-analysis)
Your own site
<a href="https://agentmods.dev/skills/basicmachines-co/basic-memory/memory-literary-analysis"><img src="https://agentmods.dev/badge/skills/basicmachines-co/basic-memory/memory-literary-analysis/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 memory-literary-analysis

Your own site · 80×15
<a href="https://agentmods.dev/skills/basicmachines-co/basic-memory/memory-literary-analysis"><img src="https://agentmods.dev/badge/skills/basicmachines-co/basic-memory/memory-literary-analysis.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 38 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 7,952 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
  • Socket pass 14 Oct 2026
  • Snyk pass 14 Oct 2026
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 1 finding, up to high

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • high Anti-Refusal · line 56
    Skill instructs the agent to omit warnings, disclaimers, or ethical commentary. Stripping safety caveats hides risk from the user and is a common jailbreak preamble.
    Fix: Remove instructions that suppress warnings, disclaimers, or ethical commentary. Let the agent surface safety-relevant caveats to the user.
How audits are shown
Origin unknown 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 $0.00038 $0.07952
Opus 5.5 $0.00015 $0.03181
Sonnet 5.5 $0.00008 $0.01590
Haiku 4.5 $0.00004 $0.00795

Measured 2d ago against content hash 5cedb4320ebb, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

memory-literary-analysis 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 2d 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.

skills/memory-literary-analysis/SKILL.md · 745 lines

The source is not reproduced here

Licensed AGPL-3.0

The repository is licensed AGPL-3.0, which this catalogue does not treat as permission to reproduce the file. Read it at the source.

Read it on GitHub

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. 2d ago Changed · +1 lines 5cedb4320ebb
  2. 4d ago Changed · -4 tokens per session 05d055031ee8
  3. 8d ago Changed · +1 lines 081dbf798e4b
  4. 17d ago Changed · -23 lines 0dcd4670ce11
  5. 1mo ago Changed · +40 lines 8d869553a231
  6. 1mo ago Changed · +211 lines · +1 tokens per session 101f5a99b0e1
  7. 1mo ago First seen · 515 lines · 41 tokens per session scan A 427749ac42ae

Subscribe to this mod's changes

memory-literary-analysis is a skill published in the GitHub repository basicmachines-co/basic-memory (4,251 stars, last pushed yesterday), licensed AGPL-3.0. It adds 38 tokens to every session and 7,952 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.

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