Borrowing it
Nothing to install: this file belongs to zexion7873/copilot-setting. 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/zexion7873/copilot-setting/main/.github/skills/debug/SKILL.mdgit clone --depth 1 https://github.com/zexion7873/copilot-settingWrote 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/zexion7873/copilot-setting/debug)<a href="https://agentmods.dev/skills/zexion7873/copilot-setting/debug"><img src="https://agentmods.dev/badge/skills/zexion7873/copilot-setting/debug/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/zexion7873/copilot-setting/debug"><img src="https://agentmods.dev/badge/skills/zexion7873/copilot-setting/debug.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 | $0.00074 | $0.00652 |
| Opus 5.5 | $0.00030 | $0.00261 |
| Sonnet 5.5 | $0.00015 | $0.00130 |
| Haiku 4.5 | $0.00007 | $0.00065 |
Grade A, and why
debug 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 — 58 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Debug — Workflow
Systematic isolation and minimal fix.
Phase 0 — Load canonical rules
MANDATORY pre-load gate — do NOT propose a fix (Phase 6) until you have opened the instruction files for the layers you touch. Your training data defaults to modern Java/Spring; these files are the version lock for Java 8 / Spring 3.2 / Hibernate 4.2. Open them first, every time — the negative lists in the agent body are a floor, not the full rules. Read-back receipt: NAME each file you opened and QUOTE its single most load-bearing rule for this change — a generic restatement you could have written from memory means you skipped the file.
Layers you touch — open each one: instructions/java.instructions.md, instructions/spring-hibernate.instructions.md, instructions/sql.instructions.md, instructions/sql-ddl.instructions.md, instructions/security.instructions.md (a bug fix can regress a security control — XSS, IDOR, injection).
Phase 1 — Define the Problem
Expected: <what should happen>
Actual: <what actually happens>
Error/Trace: <exact message, not paraphrased>
Reproducible: always / sometimes / once
Since when: recent change / always / unknown
Phase 2 — Gather Evidence
Read stack trace bottom-up — first line in YOUR code is the entry point. Check recent git changes in the affected area.
Phase 3 — Form Hypotheses
List ≥ 3 candidate causes before ranking — never investigate the first hypothesis without listing alternatives. For each: what confirms it, what refutes it, effort to verify. Verify lowest-effort hypothesis first.
Phase 4 — Isolate
Binary search on execution path: entry → failure point → check midpoint → narrow until divergence is one line.
Phase 5 — Verify Root Cause
Verification gate (MUST answer before Phase 6):
- Does this cause explain ALL reported symptoms? List each symptom + how this cause produces it.
- Remove this cause hypothetically — would the bug disappear? If unsure, you haven't found root cause.
- Is this the deepest cause, or a symptom of something upstream?
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 Changed · -6 lines 52ef282cb99c
- 2mo ago First seen · 64 lines · 74 tokens per session scan A 4c56386219e7
debug is a skill published in the GitHub repository zexion7873/copilot-setting (1 stars, last pushed 1mo ago), licensed MIT. It adds 74 tokens to every session and 652 once invoked, about $0.0003 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 2026-08-31.
debug compared with skills from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| debugzexion7873/copilot-setting | Skill | 1 | 1mo ago | MIT | A | 74 | Claude Code, Codex |
| 022-root-cause-analysisjabrena/plinth | Skill | 460 | yesterday | Apache-2.0 | A | 85 | Claude Code, Codex |
| 126-java-exception-handlingjabrena/plinth | Skill | 460 | yesterday | Apache-2.0 | A | 144 | Claude Code, Codex |
| performance-optimizationloiane/specs-driven-development-spring-angular | Skill | 62 | yesterday | MIT | A | 89 | Claude Code |
| hotfixpe-menezes/vibeflow | Skill | 33 | yesterday | MIT | A | 102 | Claude Code |
| GitHub Copilot Testing PatternsPramodDutta/qaskills | Skill | 245 | 3d ago | MIT | C | 48 | Claude Code, Codex |
| jira-cliCode-and-Sorts/awesome-copilot-agents | Skill | 593 | 6mo ago | CC0-1.0 | A | 60 | Claude Code, Codex |