tech-debt-tracker
GitHub用于检测、追踪和记录技术债务的助手。支持从对话、PR审查中被动提取或显式捕获债务项,提供清单查看、状态更新及转化为修复承诺的功能,帮助团队管理代码质量与重构计划。
Trigger Scenarios
Install
npx skills add nearai/ironclaw --skill tech-debt-tracker -g -y
SKILL.md
Frontmatter
{
"name": "tech-debt-tracker",
"version": "0.1.0",
"activation": {
"tags": [
"commitments",
"developer",
"tech-debt"
],
"keywords": [
"tech debt",
"technical debt",
"hack",
"hacky",
"refactor later",
"fixme",
"workaround",
"shortcut",
"should refactor",
"bandaid",
"temporary fix",
"show tech debt",
"debt backlog"
],
"patterns": [
"(?i)(this|that) is (a |kind of )?(hack|workaround|bandaid|band-aid|shortcut|kludge)",
"(?i)(we |I )should (refactor|clean up|rewrite|fix) (this|that) (later|eventually|someday)",
"(?i)(show|list|review) (tech )?debt",
"(?i)add.*tech ?debt"
],
"max_context_tokens": 1200
},
"description": "Detect and track technical debt from conversation and PR review comments. Resurface in weekly retros, promote to commitments when ready to fix."
}
Tech Debt Tracker
Track technical debt from conversation and PR review comments. Debt items live in projects/commitments/tech-debt/ and are resurfaced weekly.
Mode A: Passive detection
When the user says something implying tech debt ("this is a hack but it works", "we should really refactor the auth module", "adding another TODO"), silently extract it.
Action:
- Check for duplicates via
memory_searchinprojects/commitments/tech-debt/. - Write to
projects/commitments/tech-debt/<slug>.md:
---
type: tech-debt
detected_at: <today YYYY-MM-DD>
repo: <current repo context if known, else null>
severity: <high|medium|low>
category: <refactor|performance|security|testing|documentation|architecture>
source: conversation
source_pr: null
---
# <Brief title>
<What the debt is and why it exists.>
## Context
<What prompted the shortcut — deadline, complexity, missing knowledge.>
## Proposed fix
<What a proper fix would look like, if discussed.>
Severity rules:
high: security shortcuts, data integrity risks, architectural violationsmedium: code quality, missing tests, poor abstractionslow: style issues, minor workarounds, documentation gaps
- At a natural pause: "Tracked tech debt:
."
Do NOT interrupt conversation flow.
Mode B: PR review scan (used by triage mission)
When the triage mission processes recently merged PRs, it should scan review comments for tech-debt patterns:
- "can be addressed in follow-up work"
- "not blocking but should fix later"
- "TODO: address in next PR"
- "leaving for now", "good enough for now"
- "nit: ... (not blocking)"
- "tech debt", "hack", "workaround" in review comments
For each match, create a tech-debt item with source: pr-review and source_pr: owner/repo#123.
Mode C: Explicit capture
User says: "add tech debt: the caching layer needs TTL eviction."
Write directly to projects/commitments/tech-debt/, confirm briefly.
Mode D: Listing
User says: "show tech debt" or "debt backlog"
Action:
memory_tree("projects/commitments/tech-debt/", depth=1)— list files (skip README.md)memory_readeach for title, severity, detected_at, repo, source- Display grouped by severity, then age:
## Tech Debt Backlog
### High Severity
- **<title>** (repo: <repo>, <N> days old, source: <conversation|PR #X>) — <category>
### Medium Severity
- ...
### Low Severity
- ...
---
<count> total. <count> chronic (30+ days).
Say "resolve <title>" to mark fixed, or "promote <title>" to create a commitment.
For large items, use `/plan <description>` to create a structured fix plan.
Mode E: Resolution
User says: "resolved the caching TTL debt"
Move to projects/commitments/resolved/ with original type preserved. Confirm.
Mode F: Promotion to commitment
User says: "let's fix the auth refactor" or "promote the caching debt"
Create commitment in projects/commitments/open/ with tags: [tech-debt] and resolution_path: agent_can_handle if it's a code task. For complex items, suggest: "This looks like a multi-step refactor. Use /plan <description> to create a structured fix plan."
Filename conventions
Slugify: lowercase, hyphens, max 50 chars. Prefix with repo slug if known:
- "Auth module needs refactor" in nearai/ironclaw →
nearai-ironclaw-auth-refactor.md - Generic debt →
caching-ttl-eviction.md
Version History
- 5380a32 Current 2026-08-20 07:10


