Install
$ agentstack add skill-firstp1ck-pi-coding-agent-forge-tech-debt-tracker ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
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test coverage | No tests for critical paths, brittle tests, missing edge case coverage | | Documentation | Missing or outdated documentation | Undocumented public APIs, stale README, missing architecture docs | | Dependency | Outdated or problematic dependencies | Deprecated libraries, unpatched CVEs, abandoned packages, version conflicts |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 | 16 hours | Major restructuring, migration, or rewrite |
Priority Matrix
Use severity + effort to determine action:
| | Effort S | Effort M | Effort L | Effort XL | |---|---|---|---|---| | Critical | Fix immediately | Fix this sprint | Plan and schedule | Plan, break into phases | | High | Fix now (quick win) | Fix this sprint | Schedule within 2 weeks | Plan, break into phases | | Medium | Fix when nearby | Schedule within 2 weeks | Backlog | Backlog (consider living with it) | | Low | Fix if touching the file | Backlog | Backlog | Accept the debt |
Quick wins (High severity + S effort, or Critical + S/M effort) should be fixed as soon as possible — they deliver the most value per hour of investment.
Debt Entry Format
When adding to the registry in MEMORY.md:
| Field | Description | |---|---| | ID | Incremental number (DEBT-001, DEBT-002, ...) | | Project | Which project/codebase | | Category | Architecture / Code / Test / Documentation / Dependency | | Description | What the debt is and why it matters | | Severity | Critical / High / Medium / Low | | Effort | S / M / L / XL | | Status | Open / In Progress / Resolved / Accepted | | Discovered | Date the debt was identified | | Resolved | Date it was fixed (if applicable) |
Example entry:
| ID | Project | Category | Description | Severity | Effort | Status | Discovered | |---|---|---|---|---|---|---|---| | DEBT-001 | tui-setup | Code | app.rs has cyclomatic complexity 32 in handle_event — needs decomposition | High | M | Open | 2026-02-14 | | DEBT-002 | tui-setup | Test | No unit tests for parser module — refactoring is risky | High | L | Open | 2026-02-14 |
Debt Review Cadence
When to Review Debt
- During code reviews: Note new debt found during review
- Start of major feature work: Check if the area has known debt that should be addressed first
- Monthly review: Scan the registry for items that have changed priority (became more/less urgent)
- After incidents: Did the debt contribute? Escalate priority if so
Monthly Debt Review Checklist
- Scan the debt registry for stale items (resolved but not marked, or no longer relevant)
- Re-assess priority of open items (has context changed?)
- Identify quick wins that have accumulated
- Propose a "debt sprint" if high-severity items are piling up
- Archive resolved items (move to a "Resolved" section in MEMORY.md)
Debt Reporting
Debt Summary Report
When asked for a debt status report:
## Tech Debt Summary: [Project]
**Date:** YYYY-MM-DD
**Total items:** N (C critical, H high, M medium, L low)
### Quick Wins Available
[S-effort items with High+ severity — easy fixes with big impact]
| ID | Description | Effort |
|---|---|---|
| DEBT-003 | ... | S |
### Top Priority Items
[Highest severity items regardless of effort]
| ID | Description | Severity | Effort |
|---|---|---|---|
| DEBT-001 | ... | Critical | M |
### Trend
[Is debt growing, shrinking, or stable? Any concerning patterns?]
### Recommendations
1. [Prioritized actions]
Integration
- Data: Debt registry maintained in
MEMORY.md(Tech Debt Registry section) - Cross-reference: architecture-review (discovers structural debt), code-quality (discovers code debt), refactoring-advisor (plans debt remediation)
- Security debt: If debt has security implications (unpatched dependencies, missing input validation), flag to Zero
Arc skill — Technical debt tracking and management
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: Firstp1ck
- Source: Firstp1ck/pi-coding-agent-forge
- License: MIT
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.