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.
npx agentmods add skills/modeled-information-format/mnemonic/integratenpx skills add modeled-information-format/mnemonic --skill integrategit clone --depth 1 https://github.com/modeled-information-format/mnemonicWhat 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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00083 | $0.04843 |
| Opus 5 | $0.00042 | $0.02422 |
| Sonnet 5 | $0.00017 | $0.00969 |
| Haiku 4.5 | $0.00008 | $0.00484 |
Grade A, and why
integrate 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 3d 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.
How it starts
The opening of the file, as written. The whole thing — 705 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Integrate Skill
Wire mnemonic memory operations into other Claude Code plugins.
When to Use
Use this skill when you want to:
- Add memory to an existing plugin - Make any plugin mnemonic-aware
- Enable cross-session learning - Let plugins recall past decisions and learnings
- Automate capture triggers - Set up hooks that suggest memory capture at the right time
- Migrate legacy integrations - Convert old marker-less integrations to the new format
Don't use this skill if:
- You're building a new plugin from scratch (use the core skill directly)
- You only need to search/capture memories (use
/mnemonic:searchand/mnemonic:capture)
Overview
This skill enables integrating mnemonic memory capture and recall into other Claude Code plugins. Integration happens through two mechanisms:
- Markdown Workflow Edits - Add explicit workflow steps to command/skill/agent markdown files
- Event-Driven Hooks - Add hooks that detect events and inject memory context
Both mechanisms work together: Markdown provides explicit workflow guidance, hooks provide automatic event detection.
Quick Start
# Integrate a plugin (adds mnemonic protocol to all components)
/mnemonic:integrate {plugin_path}
# Preview changes without applying
/mnemonic:integrate {plugin_path} --dry-run
# Remove integration
/mnemonic:integrate {plugin_path} --remove
# Rollback last integration (git required)
/mnemonic:integrate {plugin_path} --rollback
For detailed options, see "How to Use This Skill" below.
[CRITICAL] PROTOCOL CONTENT MUST BE VERBATIM
For the mnemonic protocol section (## Memory), you MUST:
- Read
templates/mnemonic-protocol.md- this is the single source of truth- Insert its content EXACTLY as-is, including sentinel markers
- Never abbreviate, modify, or "improve" the protocol text
Exception: Event-driven hooks (Pattern D) are optional and use the provided template code.
Sentinel Markers
What ships with it
6 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.
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.
- 3d ago First seen · 705 lines · 83 tokens per session scan A 4fd486ae6105
integrate is a skill published in the GitHub repository modeled-information-format/mnemonic (22 stars, last pushed 1mo ago), licensed MIT. It adds 83 tokens to every session and 4,843 once invoked, about $0.0004 per session on Opus 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.
Other skills, from other repositories
audhd-executive-function
AUDHD executive function accommodations. Apply to all output the founder will act on.
learn-from-correction
Propose a principle edit to a skill or persona file based on a (agentoutput, humanoutput) correction pair. Outputs a proposal markdown for human review - never auto-edits the target file.
deck-ai
Generate modern presentation decks (PDF) from markdown content. Local open-source alternative to Gamma — uses Slidev for layouts and Unsplash for imagery. Invoke when the user asks to "make a deck", "build slides from this", or "turn this into a presentation".
research-mode
Anti-hallucination research mode. Toggle on to enforce citation requirements, source grounding, and "I don't know" behavior. Toggle off for creative work.
council
Multi-persona debate for founder decisions. 4 personas argue a topic across structured rounds.
linkedin-brand
LinkedIn + personal brand system for founders. Apply when drafting LinkedIn posts, reactions, DMs, LinkedIn About sections, or planning LLM visibility.