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tech-debt-tracker

nearai/ironclaw/skills/tech-debt-tracker/SKILL.md

Detect and track technical debt from conversation and PR review comments. Resurface in weekly retros, promote to commitments when ready to fix.

Skill13k starsChanged 48 days ago

What's in it

  1. Tech Debt Tracker
  2. Mode A: Passive detection
  3. Mode B: PR review scan (used by triage mission)
  4. Mode C: Explicit capture
  5. Mode D: Listing
  6. Mode E: Resolution
  7. Mode F: Promotion to commitment
  8. Filename conventions
---
name: tech-debt-tracker
version: 0.1.0
description: Detect and track technical debt from conversation and PR review comments. Resurface in weekly retros, promote to commitments when ready to fix.
activation:
  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"
  tags:
    - commitments
    - developer
    - tech-debt
  max_context_tokens: 1200
---

# 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:**
1. Check for duplicates via `memory_search` in `projects/commitments/tech-debt/`.
2. 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 violations
- `medium`: code quality, missing tests, poor abstractions
- `low`: style issues, minor workarounds, documentation gaps

3. At a natural pause: "Tracked tech debt: <brief description>."

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:**
1. `memory_tree("projects/commitments/tech-debt/", depth=1)` — list files (skip README.md)
2. `memory_read` each for title, severity, detected_at, repo, source
3. 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`

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