get-shit-done-for-antigravity: Skill for Claude Code

.agents/skills/context-compressor/SKILL.md

context-compressor is a skill for Claude Code, Codex from toonight/get-shit-done-for-antigravity. It costs 13 tokens per session (1,104 once invoked), scanned A, original, MIT.

A set of methods for shortening the information an AI coding agent keeps in its working context. It uses summaries, outlines, and change-only notes instead of repeatedly loading full files.

In plain words
What is it for?
Use it when working with large codebases, revisiting files, reviewing changes, or managing limited context and token budgets.
Why use it?
It reduces repeated reading and leaves more room for the agent to work on the current task.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one. Also seen: installed under .agents/ (shared by several agents).

This is toonight/get-shit-done-for-antigravity's own configuration. It tells Claude Code and Codex how to work on get-shit-done-for-antigravity itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything get-shit-done-for-antigravity configures →

Reuse

Borrowing it

Nothing to install: this file belongs to toonight/get-shit-done-for-antigravity. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/toonight/get-shit-done-for-antigravity/main/.agents/skills/context-compressor/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/toonight/get-shit-done-for-antigravity

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 context-compressor

README.md
[![agentmods](https://agentmods.dev/badge/skills/toonight/get-shit-done-for-antigravity/context-compressor/github.svg)](https://agentmods.dev/skills/toonight/get-shit-done-for-antigravity/context-compressor)
Your own site
<a href="https://agentmods.dev/skills/toonight/get-shit-done-for-antigravity/context-compressor"><img src="https://agentmods.dev/badge/skills/toonight/get-shit-done-for-antigravity/context-compressor/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 context-compressor

Your own site · 80×15
<a href="https://agentmods.dev/skills/toonight/get-shit-done-for-antigravity/context-compressor"><img src="https://agentmods.dev/badge/skills/toonight/get-shit-done-for-antigravity/context-compressor.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 13 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,104 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
  • NVIDIA SkillSpector pass 7 Sept 2026
How audits are shown
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 $0.00013 $0.01104
Opus 5 $0.00006 $0.00552
Sonnet 5 $0.00003 $0.00221
Haiku 4.5 $0.00001 $0.00110

Measured 10d ago against content hash 07b6de8bf870, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

context-compressor 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 10d 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.

.agents/skills/context-compressor/SKILL.md · 202 lines

How it starts

The opening of the file, as written. The whole thing — 202 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Context Compressor Skill

Core principle: Compress aggressively, decompress only when needed.


Compression Strategies

Strategy 1: Summary Mode

When: You've fully understood a file and may need to reference it later.

How:

## File Summary: src/auth/login.ts

**Purpose:** Handles user login via email/password
**Key functions:**
- handleLogin(req, res) → Validates credentials, returns JWT
- validateCredentials(email, password) → Checks against DB
**Dependencies:** bcrypt, jose, database
**Tokens saved:** ~400 (95 lines not reloaded)

Use instead of: Re-reading the full file


Strategy 2: Outline Mode

When: You need to understand a file's structure but not implementation details.

How:

## Outline: src/services/payment.ts (127 lines)

- L1-15: Imports and types
- L17-35: PaymentService class
  - L20: constructor(config)
  - L25: processPayment(amount, method)
  - L45: refund(transactionId)
  - L67: getHistory(userId)
- L90-127: Helper functions

Tokens: ~50 vs ~500 for full file


Strategy 3: Diff-Only Mode

When: You've already seen a file and need to understand changes.

How:

## Changes to: src/config.ts

Added:
- L45: TOKEN_BUDGET_THRESHOLD = 0.5
- L46: COMPRESSION_ENABLED = true

Modified:
- L12: MAX_CONTEXT → increased from 100000 to 150000

Use for: Reviewing modifications, understanding updates


Strategy 4: Reference Mode

When: You need to track a file without loading it.

How:

## References

| File | Last Seen | Summary | Load If |
|------|-----------|---------|---------|
| auth.ts | Task 2 | Login handling | Auth bugs |
| db.ts | Task 1 | Postgres client | DB errors |
| utils.ts | Never | Utility funcs | Helper needed |

Cost: ~10 tokens vs ~200+ per file


Strategy 5: Progressive Disclosure

Read the full file on GitHub · 202 lines

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. 10d ago First seen · 202 lines · 13 tokens per session scan A 07b6de8bf870

Subscribe to this mod's changes

context-compressor is a skill published in the GitHub repository toonight/get-shit-done-for-antigravity (946 stars, last pushed 20d ago), licensed MIT. It adds 13 tokens to every session and 1,104 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 2026-08-30.

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