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 skills add Mte90/dotfiles --skill context-optimizationgit clone --depth 1 https://github.com/Mte90/dotfilesWrote 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/skills/mte90/dotfiles/context-optimization)<a href="https://agentmods.dev/skills/mte90/dotfiles/context-optimization"><img src="https://agentmods.dev/badge/skills/mte90/dotfiles/context-optimization/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.
<a href="https://agentmods.dev/skills/mte90/dotfiles/context-optimization"><img src="https://agentmods.dev/badge/skills/mte90/dotfiles/context-optimization.svg" alt="Reviewed on agentmods" width="80" 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 | $0.00029 | $0.00442 |
| Opus 5.5 | $0.00012 | $0.00177 |
| Sonnet 5.5 | $0.00006 | $0.00088 |
| Haiku 4.5 | $0.00003 | $0.00044 |
Grade A, and why
Context Optimization 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 1mo 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.
The source is not reproduced here
No licence file
A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.
What ships with it
2 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.
- 1mo ago First seen · 48 lines · 29 tokens per session scan A 705feb67193b
Context Optimization is a skill published in the GitHub repository Mte90/dotfiles (51 stars, last pushed 9d ago), with no licence file. It adds 29 tokens to every session and 442 once invoked, about $0.0001 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.
Other skills, from other repositories
save-memory
Export and distill the current conversation into a memory file. Use when the user asks to save, remember, or note the current session for future context.
sync-memory
Make /.ai-memory -- the git repository that holds memory files and handoffs, shared by the local machine and Claude Code cloud sessions -- ready to read and write, and publish what was written. In a cloud session it clones the repository into the cache directory first. Used by save-memory, create-handoff, read-handoff…
apply-to-agents-md-git-root
Distill non-obvious, reusable information from the current session into {git-root}/AGENTS.md for future agents working in this repo, creating a minimal {git-root}/CLAUDE.md pointer if one is missing. Use when the user asks to save session learnings to AGENTS.md, or record project facts learned this session.
decline-handoff-suggestion
A procedure for declining a handoff offer at the start of a coding session. It marks that handoff so the same offer is not shown again, while leaving the note available if requested later.
save-pipeline-memory
Capture a multi-step workflow into a timestamped pipeline memory after trial-and-error sessions. The core output is: (1) the final working commands saved as executable scripts (not bare shell commands), and (2) a structured markdown document separating the clean reproducible pipeline from the detours and pitfalls.…
apply-to-claude-md-home-root
Append general, cross-project information learned this session into the global /.claude/CLAUDE.md. Use when the user asks to save something globally, or when apply-to-agents-md-git-root identifies high-importance general information and the user confirms it should also go global.