Borrowing it
Nothing to install: this file belongs to thomas-powers-jr/cadence. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/thomas-powers-jr/cadence/main/.claude/skills/systematic-debugging/SKILL.mdgit clone --depth 1 https://github.com/thomas-powers-jr/cadenceWrote 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/thomas-powers-jr/cadence/systematic-debugging)<a href="https://agentmods.dev/skills/thomas-powers-jr/cadence/systematic-debugging"><img src="https://agentmods.dev/badge/skills/thomas-powers-jr/cadence/systematic-debugging/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/thomas-powers-jr/cadence/systematic-debugging"><img src="https://agentmods.dev/badge/skills/thomas-powers-jr/cadence/systematic-debugging.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00103 | $0.01646 |
| Opus 5.5 | $0.00041 | $0.00658 |
| Sonnet 5.5 | $0.00021 | $0.00329 |
| Haiku 4.5 | $0.00010 | $0.00165 |
Grade A, and why
systematic-debugging 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 — 154 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Systematic debugging (ledger-backed)
Debugging fails in a predictable way: you form one hypothesis, find something consistent with it, and stop. The trail lives in a transcript nobody rereads, so the next person — often you — starts over.
This skill fixes the second problem structurally and the first by discipline.
Every hypothesis becomes a row in CADENCE's assumption ledger, tied to one
anchor recommendation, and it must be closed validated or rejected before
you may name a root cause.
What is and is not enforced. The ledger is real: cadence assumption rows
persist, and the conclusion query below is deterministic. But CADENCE does not
refuse a conclusion the way settle refuses a phase — no gate fires, nothing
exits non-zero if you conclude with hypotheses open. This is a gate you
honor, not one the engine enforces. Its value is that afterwards anyone can
run one command and see whether you honored it. Do not describe this skill, in
a SUMMARY or anywhere else, as CADENCE enforcing debugging discipline.
Preconditions
- A symptom you can reproduce. If you cannot reproduce it, that is the finding — report it and gather data. It is not a licence to start hypothesizing; an unreproducible symptom cannot falsify anything, so every hypothesis you form is unfalsifiable by construction.
- Read the error first, completely. Stack trace, line numbers, exit code. A surprising number of bugs are already named in the text you skipped.
.cadence/is initialized. The ledger commands write there. In a fresh worktree runcadence onboardfirst.- You have not already applied a fix. If you have, say so — you are now debugging two things, and the fix may be masking the symptom.
Pipeline
1. File the anchor
Every assumption must belong to a recommendation — assumption add requires
--rec. File one for the bug before forming any hypothesis:
cadence recommendation add \
--title "bug: <symptom in one line>" \
--summary "<what you observe, and the exact reproduction>" \
--priority medium --readiness needs-evidence \
--area <area> --file <path/to/suspect.ts>
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 · 154 lines · 103 tokens per session scan A 5aeb25420afb
systematic-debugging is a skill published in the GitHub repository thomas-powers-jr/cadence (2 stars, last pushed yesterday), licensed MIT. It adds 103 tokens to every session and 1,646 once invoked, about $0.0004 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 2026-09-24.
systematic-debugging compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| systematic-debuggingthomas-powers-jr/cadence | Skill | 2 | yesterday | MIT | A | 103 | Claude Code |
| cppericrisco/rsc-harness | Skill | 503 | 2d ago | MIT | A | 81 | Claude Code, Codex |
| gamedev-physicsericrisco/rsc-harness | Skill | 503 | 2d ago | MIT | A | 102 | Claude Code, Codex |
| observabilityericrisco/rsc-harness | Skill | 503 | 2d ago | MIT | A | 70 | Claude Code, Codex |
| angularericrisco/rsc-harness | Skill | 503 | 2d ago | MIT | A | 89 | Claude Code, Codex |
| debugericrisco/rsc-harness | Skill | 503 | 2d ago | MIT | A | 85 | Claude Code, Codex |
| roamCranot/roam-code | Skill | 515 | 7d ago | Apache-2.0 | A | 86 | Claude Code |