/debt-ops-review
Audit the tech-debt registry, rank survivors by churn × Fowler quadrant, surface a top-N list, then walk paydown on user follow-up. Use when the user asks to review debt, see what to pay down, work through entries, or check the debt registry. Stale entries drop with "drop A,B,C".
$ npx -y skills add bcanfield/agentic-tech-debt --skill debt-ops-review --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
- Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.
- You can call itInvoke it directly when you want it.
- Slash command
/debt-ops-review
Context preview
The summary Claude sees to decide when to auto-load this skill.
Audit the tech-debt registry, rank survivors by churn × Fowler quadrant, surface a top-N list, then walk paydown on user follow-up. Use when the user asks to review debt, see what to pay down, work through entries, or check the debt registry. Stale entries drop with "drop A,B,C".
SKILL.md
debt-ops-review.SKILL.mdname: debt-ops-review
description: Audit the tech-debt registry, rank survivors by churn × Fowler quadrant, surface a top-N list, then walk paydown on user follow-up. Use when the user asks to review debt, see what to pay down, work through entries, or check the debt registry. Stale entries drop with "drop A,B,C".
debt-ops-review — audit + (on follow-up) walk paydown
Two modes. First turn: print the audit and stop. On a user follow-up ("fix the top one," "walk these," "do A," "pay some down"), apply the rubric below.
First turn: print the audit
Run the bundled `review.py` (it lives in this skill's `scripts/` directory — reference it with the relative path; your agent resolves it against the skill root):
python3 scripts/review.py
Optional: `--top N` to surface more than the default 3 candidates.
**Re-emit the helper's stdout verbatim in a fenced code block.** Some agents collapse long shell outputs — if you don't print it yourself, the user might not see it. Copy exactly: no preamble, no summary, no "want me to fix the top one?" The fenced block preserves column alignment.
Then stop. The user picks the next move.
Paydown mode (only on user follow-up)
Work through requested entries one at a time. Confirm before each fix. Never auto-batch. Never auto-commit.
For each entry, read the registry file, the hotspot, and adjacent tests. Apply this rubric:
- **Already fixed?** If the marker/symptom the entry describes no longer appears in
the hotspot file, say so and add the entry's letter to the drop list. Don't re-fix.
- **Cold area?** Churn=0 since `created:` and age >90d → propose deferring. ~20% of
files generate ~80% of debt-related rework; don't pay down vanity refactors.
- **Prudent-deliberate with payoff_trigger not met?** Honor the trigger. Skip with a
one-line "trigger not met: <quote>."
- **Fix candidate?** Propose the smallest change that resolves the entry.
Improvement, not perfection — don't refactor surrounding code.
When you fix
- **Read the repo first.** Check the test framework, adjacent tests, the project's
quality commands. Adapt to what exists; don't impose a new style.
- **TDD where tests exist.** Write a failing test that pins the deferral, then make
it pass. Don't weaken or delete existing tests to make a fix pass.
- **No tests in this area?** Surface that and ask: write one, or fix without?
- **Explain why this resolves the entry.** Cite the entry's `payoff_trigger` or
body — don't commit code you can't explain.
- **Risky fix?** Auth, payments, migrations, public APIs, or `ai_authored: true` →
run a fresh-context review of the diff before suggesting commit. Fresh-context review catches what the writer's motivated reasoning misses.
- **Don't commit.** Show the diff. The user runs the gates, drops the entry, and
commits.
Pacing
Aim for 3–10 entries per session — continuous paydown outperforms stop-the-world batches. If the user says "do them all," push back once: unsupervised AI cleanup measurably increases duplicate blocks and short-term churn. If they insist, still one-at-a-time with diffs surfaced.
Speak plainly
The frontmatter uses a research taxonomy (`quadrant`, `category`) for ranking and grounding — it is not user-facing vocabulary. When you talk about an entry, describe it in plain words; never say "prudent-inadvertent", "reckless-deliberate", "code_rot", etc. to the user. Use the entry's body and a plain phrase (e.g. "a planned tradeoff", "a shortcut you knew about", "came up later") instead. The `review.py` output is already translated — match its tone.
Don't
- Don't ask the user to confirm before running `review.py`.
- Don't paraphrase the helper's stdout. Copy it verbatim into the fenced code block.
- Don't enter paydown mode on the first turn. Stop after the report. Wait for the
user's intent.
- Don't auto-commit. Ever.
Read more
name: debt-ops-review description: Audit the tech-debt registry, rank survivors by churn × Fowler quadrant, surface a top-N list, then walk paydown on user follow-up. Use when the user asks to review debt, see what to pay down, work through entries, or check the debt registry. Stale entries drop with "drop A,B,C".
debt-ops-review — audit + (on follow-up) walk paydown
Two modes. First turn: print the audit and stop. On a user follow-up ("fix the top one," "walk these," "do A," "pay some down"), apply the rubric below.
First turn: print the audit
Run the bundled `review.py` (it lives in this skill's `scripts/` directory — reference it with the relative path; your agent resolves it against the skill root):
python3 scripts/review.py
Optional: `--top N` to surface more than the default 3 candidates.
**Re-emit the helper's stdout verbatim in a fenced code block.** Some agents collapse long shell outputs — if you don't print it yourself, the user might not see it. Copy exactly: no preamble, no summary, no "want me to fix the top one?" The fenced block preserves column alignment.
Then stop. The user picks the next move.
Paydown mode (only on user follow-up)
Work through requested entries one at a time. Confirm before each fix. Never auto-batch. Never auto-commit.
For each entry, read the registry file, the hotspot, and adjacent tests. Apply this rubric:
- **Already fixed?** If the marker/symptom the entry describes no longer appears in
the hotspot file, say so and add the entry's letter to the drop list. Don't re-fix.
- **Cold area?** Churn=0 since `created:` and age >90d → propose deferring. ~20% of
files generate ~80% of debt-related rework; don't pay down vanity refactors.
- **Prudent-deliberate with payoff_trigger not met?** Honor the trigger. Skip with a
one-line "trigger not met: <quote>."
- **Fix candidate?** Propose the smallest change that resolves the entry.
Improvement, not perfection — don't refactor surrounding code.
When you fix
- **Read the repo first.** Check the test framework, adjacent tests, the project's
quality commands. Adapt to what exists; don't impose a new style.
- **TDD where tests exist.** Write a failing test that pins the deferral, then make
it pass. Don't weaken or delete existing tests to make a fix pass.
- **No tests in this area?** Surface that and ask: write one, or fix without?
- **Explain why this resolves the entry.** Cite the entry's `payoff_trigger` or
body — don't commit code you can't explain.
- **Risky fix?** Auth, payments, migrations, public APIs, or `ai_authored: true` →
run a fresh-context review of the diff before suggesting commit. Fresh-context review catches what the writer's motivated reasoning misses.
- **Don't commit.** Show the diff. The user runs the gates, drops the entry, and
commits.
Pacing
Aim for 3–10 entries per session — continuous paydown outperforms stop-the-world batches. If the user says "do them all," push back once: unsupervised AI cleanup measurably increases duplicate blocks and short-term churn. If they insist, still one-at-a-time with diffs surfaced.
Speak plainly
The frontmatter uses a research taxonomy (`quadrant`, `category`) for ranking and grounding — it is not user-facing vocabulary. When you talk about an entry, describe it in plain words; never say "prudent-inadvertent", "reckless-deliberate", "code_rot", etc. to the user. Use the entry's body and a plain phrase (e.g. "a planned tradeoff", "a shortcut you knew about", "came up later") instead. The `review.py` output is already translated — match its tone.
Don't
- Don't ask the user to confirm before running `review.py`.
- Don't paraphrase the helper's stdout. Copy it verbatim into the fenced code block.
- Don't enter paydown mode on the first turn. Stop after the report. Wait for the
user's intent.
- Don't auto-commit. Ever.
Catches AI-introduced tech debt at write-time Works with any coding agent. Any stack. Two decades of tech-debt research, distilled into a plugin and validated across dozens of codebases.
Other skills on agentic-tech-debt.
- /add
Register a deferred decision in the debt registry. Trigger by judgment, not a marker scan, whenever a future reader would ask "why this way?": an unmade decision, stub, loosened type, bypassed check, swallowed error, a default picked "for now", or a TODO/FIXME/HACK/XXX marker.
Open skill - /init
Write or refresh the `## Tech debt operations` section in CLAUDE.md so a team shares one source of truth for debt-ops disciplines and cached quality commands. Idempotent. Only the managed section changes; other sections are untouched. Invoked explicitly via /debt-ops:init (solo
Open skill - /metrics
Print a debt-ops health summary from the metrics log, covering registration rate, hook feedback action rate, ADR creation, and AI-authored share. Use when the user asks for "debt-ops metrics", "debt health", "registry stats", or invokes /debt-ops:metrics. Read-only, never writes
Open skill - /review
Audit the debt registry, rank survivors by churn × Fowler quadrant, surface a top-N list, then walk paydown on user follow-up. Use when the user asks to review debt, see what to pay down, work through entries, or invokes /debt-ops:review. Stale entries drop with `drop A,B,C`.
Open skill - /add
Register a deferred decision in the debt registry. Trigger by judgment, not a marker scan, whenever a future reader would ask "why this way?": an unmade decision, stub, loosened type, bypassed check, swallowed error, a default picked "for now", or a TODO/FIXME/HACK/XXX marker.
Open skill - /init
Write or refresh the "## Tech debt operations" section in AGENTS.md so a team shares one source of truth for debt-ops disciplines and cached quality commands. Idempotent. Only the managed section changes; other sections are untouched. Invoke explicitly via $init (solo users get
Open skill

