headroom

headroom is a cursor rule for Cursor from Oriolshhh/runware-image-mcp. It costs 7 tokens per session (313 once invoked), scanned A, original, MIT.

A rule pack for shortening noisy logs and large command outputs while keeping the exact facts needed to continue work. It preserves failures, commands, filenames, line numbers, assertions, risks, and decisions.

In plain words
What is it for?
It is for summarizing build logs, test results, command output, API changes, and decisions during multi-step coding work.
Why use it?
It helps an agent stay readable when tool output is long without hiding information needed to diagnose a problem or make the next change.

Cursor rule for Cursor

Written for Cursor: installed under .cursor/.

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.

agentmods
npx agentmods add rules/oriolshhh/runware-image-mcp/headroom
Clone the repo
git clone --depth 1 https://github.com/Oriolshhh/runware-image-mcp

Made for: Cursor.

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 headroom

README.md
[![agentmods](https://agentmods.dev/badge/rules/oriolshhh/runware-image-mcp/headroom.svg)](https://agentmods.dev/rules/oriolshhh/runware-image-mcp/headroom)
Your own site
<a href="https://agentmods.dev/rules/oriolshhh/runware-image-mcp/headroom"><img src="https://agentmods.dev/badge/rules/oriolshhh/runware-image-mcp/headroom.svg" alt="Measured on agentmods" height="20"></a>
Per session 7 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 313 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00007 $0.00313
Opus 5 $0.00003 $0.00156
Sonnet 5 $0.00001 $0.00063
Haiku 4.5 $0.00001 $0.00031

Measured 2d ago against content hash 010fc8520876, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-05, from the pricing page.

Security

Grade A, and why

headroom 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.

.cursor/rules/headroom.mdc · 44 lines

What it actually says

Pack: headroom (enabled)

This pack is enabled; its guidance is composed into the core rule.

Pack: Headroom

Behavioral goal

Summarize noisy logs and large outputs without losing any fact needed to act.

Rules

  • Preserve exact failures, commands, filenames, line numbers, and assertions.
  • Preserve API changes, risks, and decisions verbatim.
  • Distinguish observed facts, inferences, and uncertainty; note what was omitted.

Priorities

Default-on, priority 30.

Boundaries

Compresses communication only; never drops information needed to continue.

Possible conflicts

None expected; complements every other pack.

Enable when / avoid when

  • Keep enabled for long tool output, logs, and multi-step work.
  • Temporarily avoid only when the user explicitly requests a complete transcript.

Observable effect

Repeated output is summarized, exact failures remain quoted, and the response states what was omitted plus the next actionable step.

Never override

Correctness, safety, repository conventions, or explicit user instructions.

Apply context-discovery before broad scanning: use a supplied context capsule first; otherwise check context frontmatter freshness, read .agent/context/routing.md, load only relevant summaries, and verify critical claims against source.

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 First seen · 44 lines · 7 tokens per session scan A 010fc8520876

Subscribe to this mod's changes

headroom is a cursor rule published in the GitHub repository Oriolshhh/runware-image-mcp (0 stars, last pushed 1mo ago), licensed MIT. It adds 7 tokens to every session and 313 once invoked, about $0.0000 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 2026-09-03.