systematic-debugging
Skill22 starsChanged 8 days agoMITView on GitHub
Four-phase root-cause investigation — Investigate → Analyze → Hypothesize → Verify → Implement. No fix lands without a confirmed root cause and a regression test that would have caught the original failure.
190 other projects use a version of this.
Adopted by
Most recently taken up by
- DemonDamon/AgenticXtheir own version, first seen Nov 9, 2026
- chrysogonus/power-agentstheir own version, first seen Nov 8, 2026
- willy92wins/DayZ-Modding-Knowledge-Packtheir own version, first seen Nov 8, 2026
- roundpilot/superpowers-antigravitytheir own version, first seen Nov 8, 2026
- REPOZY/superpowers-optimizedtheir own version, first seen Nov 8, 2026
- lingyired/status-triotheir own version, first seen Nov 8, 2026
Used with
Projects with it also use chinese-code-review, chinese-commit-conventions and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
Leodorareluctant259Skillchinese-code-review
中文代码审查规范——在保持专业严谨的同时,用符合国内团队文化的方式给出有效反馈
Also in 8 projects that use this
Leodorareluctant259Skillchinese-commit-conventions
中文 Git 提交规范 — 适配国内团队的 commit message 规范和 changelog 自动化
Also in 8 projects that use this
obraSkilldiagnosing-superpowers
Use when a superpowers session went wrong and your human partner wants to know why — repeated work, ignored plans, stumbles, poor results, a skill that didn't fire, "it took too long", "why is it so expensive", "what is it doing" — or wants to build a bug report for the superpowers maintainers, for the current session or a past one identified by id or path, on any harness.
Also in 20 projects that use this
mjunaidcaSkillbuilding-chatgpt-apps
Guides creation of ChatGPT Apps with interactive widgets using OpenAI Apps SDK and MCP servers. Use when building ChatGPT custom apps with visual UI components, embedded widgets, or rich interactive experiences. Covers widget architecture, MCP server setup with FastMCP, response metadata, and Developer Mode configuration. NOT when building standard MCP servers without widgets (use building-mcp-servers skill instead).
Also in 4 projects that use this
mjunaidcaSkillbuilding-chat-interfaces
Build AI chat interfaces with custom backends, authentication, and context injection. Use when integrating chat UI with AI agents, adding auth to chat, injecting user/page context, or implementing httpOnly cookie proxies. Covers ChatKitServer, useChatKit, and MCP auth patterns. NOT when building simple chatbots without persistence or custom agent integration.
Also in 4 projects that use this
- +2 more from Leodorareluctant259
- +5 more from mjunaidca
Other versions190 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 190
- obra/superpowers★ 314ksame name
- NousResearch/hermes-agent★ 262ksame name
- open-metadata/OpenMetadata★ 16ksame name
- jnMetaCode/superpowers-zh★ 8.4ksame name
- vudovn/ag-kit★ 8.2ksame name
- vudovn/antigravity-kit★ 8.2ksame name
- openai/plugins★ 7.8ksame name
- ChrisWiles/claude-code-showcase★ 6.1ksame name
- farm-fe/farm★ 5.6ksame name
- microsoft/FluidFramework★ 4.9ksame name
180 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository45 other files it gives its agents.
- AGENTS.mdAGENTS.md
- dependency-analyzerSkill
- docsSkill
- handoffSkill
- openai-reviewerSkill
- plugin-homeSkill
- schema-validatorSkill
- security-auditSkill
- session-auditSkill
- test-validatorSkill
- claude-codeSkill
- codexSkill
- opencodeSkill
- chartsSkill
- export-csvSkill
- export-excelSkill
- make-chartSkill
- make-html-reportSkill
- make-pdfSkill
- a2a-communicateSkill
- a2a-handle-inboundSkill
- codebase-inspectionSkill
- ethos-skill-authoringSkill
- native-mcpSkill
- github-authSkill
- github-code-reviewSkill
- github-issuesSkill
- github-pr-workflowSkill
- github-repo-managementSkill
- birth-ritualSkill
- get-to-know-youSkill
- xurlSkill
- arxivSkill
- grounded-citationsSkill
- research-paper-writingSkill
- reddit-researchSkill
- code-reviewSkill
- coding-agentSkill
- planSkill
- requesting-code-reviewSkill
- spikeSkill
- subagent-driven-developmentSkill
- tddSkill
- writing-plansSkill
- no-ai-slopSkill
The file
We split this skill into the rules it gives an agent
10 rules. 0 are common, 9 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 177 edited versions we read keep these.
9
Distinctive
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 37
When the cause is obvious from a one-line error message and a one-line fix exists, do not invoke the full procedure — just fix it.
- Very specific: line 51
Write all of this down — into the conversation or, for longer investigations, into .ethos-work/investigations/<slug>.md in the workspace …
- Distinctive: line 57
If the evidence is thin, return to step 1.
- Distinctive: line 65
Run the experiments. The result either confirms a hypothesis or invalidates it.
- Distinctive: line 67
If all hypotheses are invalidated, return to step 1 — the data was not enough.
- Distinctive: line 71
Before writing a fix, verify the chosen hypothesis with a final concrete test:
- Distinctive: line 78
Only now do you have a confirmed root cause.
- Distinctive: line 87
Run the full test suite. Do not move on until all tests pass.
- Distinctive: line 93
Remove the boundary logging when the bug is confirmed and a regression test is in place.
- Distinctive: line 105
If the user asks you to skip the test "because we're in a hurry", refuse and explain that you'll skip the test only when explicitly …
“Common” is measured: kept by at least 6 in 10 of the 177 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Systematic Debugging
Investigation discipline. The fix is the last step, not the first.
When to use this skill
- The user reported a bug, error, regression, or "X was working yesterday".
- A
terminalcommand unexpectedly failed and the cause is not immediately obvious. - The user said "debug this" / "why is X broken" / "track this down".
When the cause is obvious from a one-line error message and a one-line fix exists, do not invoke the full procedure — just fix it. Reserve this skill for problems where the root cause is unclear.
The four phases
1. Investigate — gather evidence
Collect, do not theorize:
- The exact error message and stack trace, copied verbatim.
- Recent changes:
git log --since="1 week" --oneline,git diff <last-known-good>...HEAD. - Related files: search for the failing identifier with
search_files. - Environment: relevant env vars, library versions, OS specifics.
- Reproduction: what minimal input triggers it? Capture the smallest repro.
Write all of this down — into the conversation or, for longer investigations, into .ethos-work/investigations/<slug>.md in the workspace (see "Persisting investigations").
2. Analyze — group the evidence
Group what you collected by what each piece tells you about what is actually happening. Cluster similar errors. Note what's not there (e.g. "no entry in the access log" is a finding, not noise).
If the evidence is thin, return to step 1. Do not skip ahead to hypotheses with insufficient data.
3. Hypothesize — name 1-3 candidate root causes
A hypothesis is a sentence of the form: "X is happening because Y, which is observable as Z."
- Rank by likelihood given the evidence.
- For each, design a small experiment that would distinguish it from the others.
- Run the experiments. The result either confirms a hypothesis or invalidates it.
If all hypotheses are invalidated, return to step 1 — the data was not enough.
4. Verify — confirm the root cause
Before writing a fix, verify the chosen hypothesis with a final concrete test:
- Reproduce the failure deterministically.
- Apply the proposed fix locally.
- Confirm the failure no longer reproduces.
- Confirm no other behaviour regressed.
Only now do you have a confirmed root cause.
5. Implement
Two parts, both required:
- The fix. Smallest change that addresses the root cause. No collateral cleanup.
- A regression test. A test that would have caught the original failure. Without this, the fix is invisible — the next regression slips through.
Run the full test suite. Do not move on until all tests pass.
Per-boundary logging
While investigating, prefer adding entry/exit logging at component boundaries (function boundaries, network boundaries, queue boundaries) over scattering console.log inside a single function. The signal-to-noise is much higher: you see what crossed the boundary, not the internal arithmetic.
Remove the boundary logging when the bug is confirmed and a regression test is in place.
Persisting investigations
For non-trivial investigations, write the log to .ethos-work/investigations/<slug>.md in the workspace. Include: the symptoms, the evidence collected, the hypothesis tested, the root cause, and the fix. Future investigations of similar bugs benefit from being able to grep this directory.
.ethos-work/ is the workspace's scratch directory, kept out of git by adding .ethos-work/ to .git/info/exclude. Do not write under ~/.ethos: a personality's default fs_reach lets write_file write only its own personality directory and its working directory (deriveFsReachPaths in packages/core/src/fs-reach.ts), so a write there is refused.
The iron rule
No fix lands without a confirmed root cause and a regression test. A bug fix without a test that would have caught the original is not really fixed — it just isn't visible right now.
If the user asks you to skip the test "because we're in a hurry", refuse and explain that you'll skip the test only when explicitly authorized as a hotfix-with-followup, and only if a follow-up task is created to add the test.
Does it work?
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Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

