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 commands/achitokun14/claude-universal/compressgit clone --depth 1 https://github.com/Achitokun14/claude-universalWrote 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.
[](https://agentmods.dev/commands/achitokun14/claude-universal/compress)<a href="https://agentmods.dev/commands/achitokun14/claude-universal/compress"><img src="https://agentmods.dev/badge/commands/achitokun14/claude-universal/compress.svg" alt="Measured on agentmods" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00016 | $0.00413 |
| Opus 5 | $0.00008 | $0.00206 |
| Sonnet 5 | $0.00003 | $0.00083 |
| Haiku 4.5 | $0.00002 | $0.00041 |
Grade A, and why
compress scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
Produce a handoff document that captures the essential state of THIS conversation so a future session can pick up without context.
Steps:
-
Review the conversation and extract:
- Goal: what the user is ultimately trying to accomplish
- Decisions made: concrete choices, not considerations
- Files touched: list with 1-line reason each
- Open threads: unfinished tasks, unresolved questions, blockers
- Next step: the single most useful thing to do next
- Gotchas: anything a future session should be warned about (bugs found, dead ends, misleading signals)
-
Write to
~/Desktop/ACTIVITIES/llm-wiki/handoffs/$(date +%Y%m%d-%H%M)-<slug>.md:# Handoff: <short title> **Date:** YYYY-MM-DD HH:MM **Session duration:** approximate **Project / cwd:** <path> ## Goal <1-2 sentences> ## Decisions - ... ## Files touched | file | change | |------|--------| | path | reason | ## Open threads - [ ] ... ## Next step <one concrete action> ## Gotchas - ... -
Also append a pointer line to
~/Desktop/ACTIVITIES/llm-wiki/$(date +%Y-%m-%d).md:- 🗂️ Handoff saved: [<title>](handoffs/YYYYMMDD-HHMM-slug.md) -
Print the absolute path of the handoff file to chat so the user can paste it into a new session.
Keep the handoff under 200 lines. Omit anything that can be re-derived from reading the code.
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.
- 5d ago First seen · 52 lines · 16 tokens per session scan A 9faf8a0a9c8e
compress is a command published in the GitHub repository Achitokun14/claude-universal (2 stars, last pushed 2mo ago), licensed MIT. It adds 16 tokens to every session and 413 once invoked, about $0.0001 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 2026-08-31.
Other commands, from other repositories
om-vault-upgrade
Import and migrate content from an existing Obsidian vault into this obsidian-mind instance. Works with older obsidian-mind versions and arbitrary Obsidian vaults.
om-intake
Process all unread meeting notes in work/meetings/ — reads each file, classifies content, routes to the right vault notes, then clears the inbox.
om-dump
Freeform capture mode. Dump anything — conversations, decisions, incidents, wins, thoughts — and I'll route it all to the right notes with proper templates, frontmatter, and wikilinks.
health
Health check — package version, installed payload, chatlog DB row count, per-agent hook state.
ox-prime
Load SageOx team context for this AI coworker session.
forget
Delete a memory permanently. Asks for confirmation first.