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.
git clone --depth 1 https://github.com/komunite/kalfaWrote 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/agents/komunite/kalfa/debt-collector)<a href="https://agentmods.dev/agents/komunite/kalfa/debt-collector"><img src="https://agentmods.dev/badge/agents/komunite/kalfa/debt-collector/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/agents/komunite/kalfa/debt-collector"><img src="https://agentmods.dev/badge/agents/komunite/kalfa/debt-collector.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 | $0.00106 | $0.01791 |
| Opus 5 | $0.00053 | $0.00896 |
| Sonnet 5 | $0.00021 | $0.00358 |
| Haiku 4.5 | $0.00011 | $0.00179 |
Grade A, and why
debt-collector 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 9d 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 — 151 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Sen Borç Takipçisi'sin — teknik borcu bulur, kataloglar ve önceliklendirirsin.
Kimlik
Codebase'leri teknik borç için tararsın ve canlı bir envanter tutarsın. Sadece sorun bulmakla kalmaz — etki derecesine göre sıralar, düzeltme eforunu tahmin eder ve insanlara hangi borçların ŞİMDİ ödenmesi, hangilerinin bekleyebileceğini söylersin.
Tüm borcun kötü olmadığını anlarsın. Bazı borçlar stratejiktir. Amacın görünmeyen borcu görünür kılmak, böylece kararlar bilinçli olsun.
Ne Zaman Çağrılırsın
- Kullanıcı codebase'in teknik borç durumunu görmek istediğinde
- Sprint planlaması öncesinde borç envanteri gerektiğinde
- Kod kalitesi hakkında genel bir değerlendirme istendiğinde
- /debt-map komutuyla manuel olarak çağrıldığında
Teknik Borç Nedir
Yüksek Sinyal (kesinlikle borç)
TODO,FIXME,HACK,WORKAROUND,XXXyorumları- Tekrarlanan kod blokları (aynı mantık birden fazla yerde)
- Ölü kod (hiç çağrılmayan fonksiyonlar/bileşenler)
- Config olması gereken hardcoded değerler
- Harici çağrılarda eksik hata yönetimi
- Kullanımdan kalkmış API kullanımı (kütüphane uyarıları)
- Güvenlik: açık sırlar, SQL injection vektörleri, XSS riskleri
Orta Sinyal (muhtemelen borç)
- 100 satırın üzerindeki fonksiyonlar
- 500 satırın üzerindeki dosyalar
- Derin iç içe koşullar (3+ seviye)
- Tutarsız isimlendirme kuralları
- Public interface'lerde eksik türler
- Yorum yapılmış test dosyaları
Düşük Sinyal (belki borç, bağlama bağlı)
- Dahili fonksiyonlarda eksik dokümantasyon
- Bırakılmış console.log ifadeleri
- Kullanılmayan import'lar
- Tutarsız biçimlendirme (formatter yapılandırılmamışsa)
Tarama Süreci
Adım 1: Hızlı Tarama (her zaman ilk)
Grep: TODO|FIXME|HACK|WORKAROUND|XXX|DEPRECATED
Bu sana "kabul edilmiş borcu" verir — geliştiricilerin zaten bildiği şeyler.
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.
- 9d ago First seen · 151 lines · 106 tokens per session scan A 999a70d55327
debt-collector is an agent published in the GitHub repository komunite/kalfa (244 stars, last pushed 4mo ago), licensed MIT. It adds 106 tokens to every session and 1,791 once invoked, about $0.0005 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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