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 Firstp1ck/pi-coding-agent-forge --skill tech-debt-trackergit clone --depth 1 https://github.com/Firstp1ck/pi-coding-agent-forgeWrote 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/firstp1ck/pi-coding-agent-forge/tech-debt-tracker)<a href="https://agentmods.dev/skills/firstp1ck/pi-coding-agent-forge/tech-debt-tracker"><img src="https://agentmods.dev/badge/skills/firstp1ck/pi-coding-agent-forge/tech-debt-tracker/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/firstp1ck/pi-coding-agent-forge/tech-debt-tracker"><img src="https://agentmods.dev/badge/skills/firstp1ck/pi-coding-agent-forge/tech-debt-tracker.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 | $0.00052 | $0.01387 |
| Opus 5.5 | $0.00021 | $0.00555 |
| Sonnet 5.5 | $0.00010 | $0.00277 |
| Haiku 4.5 | $0.00005 | $0.00139 |
Grade A, and why
tech-debt-tracker 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.
How it starts
The opening of the file, as written. The whole thing — 161 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Tech Debt Tracker
Systematic tracking and management of technical debt. Debt is not inherently bad — it's a trade-off. The problem is untracked debt that compounds silently.
Quick Start
Log a New Debt Item
When debt is identified (during reviews, development, or ad-hoc):
- Categorize: What type of debt is it?
- Severity: How much pain does it cause?
- Effort: How much work to fix?
- Priority: Severity vs effort — is it worth fixing now?
- Log: Add to the registry in
MEMORY.md
Debt Categories
| Category | Description | Examples |
|---|---|---|
| Architecture | Structural issues that affect the whole system | Missing module boundaries, circular dependencies, wrong abstraction level |
| Code | Local code quality issues | Code smells, duplicated logic, overly complex functions, dead code |
| Test | Missing or inadequate test coverage | No tests for critical paths, brittle tests, missing edge case coverage |
| Documentation | Missing or outdated documentation | Undocumented public APIs, stale README, missing architecture docs |
| Dependency | Outdated or problematic dependencies | Deprecated libraries, unpatched CVEs, abandoned packages, version conflicts |
Severity Levels
| Severity | Meaning | Impact |
|---|---|---|
| Critical | Blocks progress or causes recurring incidents | Developers work around it daily, causes bugs |
| High | Causes ongoing friction and slows development | Every feature touching this area takes longer |
| Medium | Noticeable but manageable | Annoyance, not a blocker. Occasional confusion. |
| Low | Cosmetic or minor | Cleanup opportunity, no functional impact |
Effort Estimates
| Effort | Time | Scope |
|---|---|---|
| S | < 1 hour | Single function or file change |
| M | 1-4 hours | Multiple files, focused refactoring |
| L | 4-16 hours | Cross-module changes, possible API updates |
| XL | > 16 hours | Major restructuring, migration, or rewrite |
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 · 161 lines · 52 tokens per session scan A c35a8439dee5
tech-debt-tracker is a skill published in the GitHub repository Firstp1ck/pi-coding-agent-forge (91 stars, last pushed yesterday), licensed MIT. It adds 52 tokens to every session and 1,387 once invoked, about $0.0002 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.
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