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.
curl -O https://raw.githubusercontent.com/toonight/get-shit-done-for-antigravity/main/.agents/skills/token-budget/SKILL.mdgit clone --depth 1 https://github.com/toonight/get-shit-done-for-antigravityWrote 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/toonight/get-shit-done-for-antigravity/token-budget)<a href="https://agentmods.dev/skills/toonight/get-shit-done-for-antigravity/token-budget"><img src="https://agentmods.dev/badge/skills/toonight/get-shit-done-for-antigravity/token-budget/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/toonight/get-shit-done-for-antigravity/token-budget"><img src="https://agentmods.dev/badge/skills/toonight/get-shit-done-for-antigravity/token-budget.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00014 | $0.00952 |
| Opus 5.5 | $0.00006 | $0.00381 |
| Sonnet 5.5 | $0.00003 | $0.00190 |
| Haiku 4.5 | $0.00001 | $0.00095 |
Grade A, and why
token-budget 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 2mo 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 — 167 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Token Budget Skill
Core principle: Every token counts. Load only what you need, when you need it.
Token Estimation
Quick Estimates
| Content Type | Tokens/Line | Notes |
|---|---|---|
| Code | ~4-6 | Depends on verbosity |
| Markdown | ~3-4 | Less dense than code |
| JSON/YAML | ~5-7 | Structured, repetitive |
| Comments | ~3-4 | Natural language |
Rule of thumb: tokens ≈ lines × 4
File Size Categories
| Category | Lines | Est. Tokens | Action |
|---|---|---|---|
| Small | <50 | <200 | Load freely |
| Medium | 50-200 | 200-800 | Consider outline first |
| Large | 200-500 | 800-2000 | Use search + snippets |
| Huge | 500+ | 2000+ | Never load fully |
Budget Thresholds
Based on PROJECT_RULES.md context quality thresholds:
| Usage | Quality | Budget Status |
|---|---|---|
| 0-30% | PEAK | ✅ Proceed freely |
| 30-50% | GOOD | ⚠️ Be selective |
| 50-70% | DEGRADING | 🔶 Compress & summarize |
| 70%+ | POOR | 🛑 State dump required |
Budget Tracking Protocol
Before Each Task
-
Estimate current usage:
- Count files in context
- Estimate tokens per file
- Calculate approximate %
-
Check budget status:
Current: ~X,000 tokens (~Y%) Budget: [PEAK|GOOD|DEGRADING|POOR] -
Adjust strategy:
- PEAK: Proceed normally
- GOOD: Prefer search-first
- DEGRADING: Use outlines only
- POOR: Trigger state dump
During Execution
Track cumulative context:
## Token Tracker
| Phase | Files Loaded | Est. Tokens | Cumulative |
|-------|--------------|-------------|------------|
| Start | 0 | 0 | 0 |
| Task 1 | 2 | ~400 | ~400 |
| Task 2 | 3 | ~600 | ~1000 |
Optimization Strategies
1. Progressive Loading
Level 1: Outline only (function signatures)
Level 2: + Key functions (based on task)
Level 3: + Related code (if needed)
Level 4: Full file (only if essential)
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.
- 2mo ago First seen · 167 lines · 14 tokens per session scan A 93729b237904
token-budget is a skill published in the GitHub repository toonight/get-shit-done-for-antigravity (975 stars, last pushed 2mo ago), licensed MIT. It adds 14 tokens to every session and 952 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.
token-budget compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| token-budgettoonight/get-shit-done-for-antigravity | Skill | 975 | 2mo ago | MIT | A | 14 | Claude Code, Codex |
| knowledge-ingestopenclaw/openclaw | Skill | 394k | yesterday | MIT | A | 80 | Claude Code, Codex |
| mem0-oss-to-platformmem0ai/mem0 | Skill | 68k | 2d ago | Apache-2.0 | A | 217 | Claude Code, Codex |
| forgetasgeirtj/system_prompts_leaks | Skill | 71k | 2d ago | CC0-1.0 | A | 74 | Claude Code, Codex |
| Cortexdanielmiessler/LifeOS | Skill | 20k | yesterday | MIT | A | 184 | Claude Code |
| memoryopensquilla/opensquilla | Skill | 7.1k | 6d ago | Apache-2.0 | A | 44 | Claude Code, Codex |
| ha-data-storesshiwenwen/hope-agent | Skill | 1.9k | yesterday | MIT | A | 115 | Claude Code, Codex |