Skip to content
cccskills
FreePublished on GitHub

diagnose

Structured 6-phase debugging. Build feedback loop first, reproduce deterministically, hypothesize with ranked falsifiable theories, instrument one variable at a time, fix with regression test, cleanup. Use when a bug exists, tests fail unexpectedly, or behavior is wrong and cause is unknown.

The English summary is being prepared. Showing the original description.

See how to install

Files included (1)

  • SKILL.md4.0 KB

SKILL.md (original)

Review the instructions the agent will receive before you install.

/supergraph:diagnose

Systematic debugging. Never guess and patch — build a feedback loop, prove the hypothesis, fix once.

Announce: "🐛 /supergraph:diagnose — building feedback loop..."

Setup

Read .supergraph-env for test/lint commands (if exists):

[ -f .supergraph-env ] && source .supergraph-env

This sets $TEST_CMD, $FOCUSED_TEST_CMD, $LINT_CMD. If absent, detect from project config (package.json → jest/vitest, pubspec.yaml → flutter test, etc.) same as /supergraph:scan.

Phases

Phase 1 — Build Feedback Loop

Before touching any code, establish a fast, deterministic way to observe the bug.

# Identify the smallest command that shows the failure
$TEST_CMD --grep "<failing test name>"   # focused test run
# or
<minimal repro command>

Goal: failure visible in < 5 seconds. If not, slim down the repro. Do NOT skip this phase. Debugging without a feedback loop is guessing.

Phase 2 — Reproduce Cleanly

  • Run the feedback loop 3 times — confirm it fails consistently
  • Capture exact error output, stack trace, exit code
  • Note any flakiness → treat as separate bug before continuing
  • Add a failing regression test if one doesn't exist:
    test("<bug description>", () => { ... }) // RED
    

Phase 3 — Hypothesize (3-5 ranked theories)

List falsifiable hypotheses, ordered most-to-least likely:

1. [Most likely] — [reason] — [how to falsify]
2. [Second]      — [reason] — [how to falsify]
3. [Third]       — [reason] — [how to falsify]

Rules:

  • Each hypothesis must be falsifiable (observable test to disprove it)
  • No implementation yet — only theories
  • Use graph context if available:
    search_graph(project=CBM_PROJECT, name_pattern=<suspect>)
    trace_path(project=CBM_PROJECT, direction="inbound")
    trace_path(project=CBM_PROJECT, direction="outbound")
    

Phase 4 — Instrument (one variable at a time)

Test hypothesis #1 first. Change ONE thing to observe ONE signal:

  • Add targeted log/assertion near the suspect code
  • Run feedback loop → confirm or refute
  • Remove instrumentation after each test — never accumulate debug logs
  • If refuted → move to hypothesis #2
  • Stop when hypothesis is confirmed

Rule: Never change the code under test and the instrumentation simultaneously.

Phase 5 — Fix + Regression Test

Once root cause is confirmed:

  1. Write/update the regression test first (stays RED)
  2. Apply minimal fix
  3. Run feedback loop → GREEN
  4. Run full test suite → no regressions
  5. Run lint: $LINT_CMD

Minimal fix means: fix the cause, not the symptom. If the fix touches a hub node → get user approval first. If search/trace returns empty, label graph evidence unavailable and fall back to Serena/filesystem evidence. Use the validated test-gaps recipe for missing tests.

Phase 6 — Cleanup + Post-mortem

  • Remove all debug instrumentation and temp files
  • Update CONTEXT.md if bug revealed a hidden domain invariant
  • One-sentence post-mortem:
    Root cause: [X]
    Fix: [Y]
    Prevented recurrence by: [regression test / invariant documented]
    
  • Checkpoint:
    git add [exact files]
    git commit -m "fix: <description>"
    

Report

✅ /supergraph:diagnose complete
- Root cause: [confirmed hypothesis]
- Fix: [what changed]
- Regression test: [test name / path]
- Tests: PASS | Lint: PASS
- Next: /supergraph:fix (if more issues) or /supergraph:verify

Rules

  • Never skip Phase 1 — feedback loop is mandatory
  • Never change two variables simultaneously in Phase 4
  • Never commit without a regression test
  • If hypotheses exhausted with no match → stop, report to user with all observations

Reviews

No reviews yet. Tell others what you thought.

Comments

No login needed. Share how it worked for you, ask a question, or note where it did not run.

No comments yet. Be the first to write one.

Comments are published right away. Do not include personal information such as email addresses or phone numbers. Up to 2 URLs.

0 / 1,000 characters

This form is protected by reCAPTCHA, and the Google Privacy Policy and Terms of Service apply.

More skills from this repository

Risk analysis and approach selection before planning. Use when requirements are ambiguous, approaches vary, or work touches hub/bridge nodes. Skip for typo fixes.

The English summary is being prepared. Showing the original description.

datit309/supergraph21Updated Oct 18, 2026

Proactive architecture review — explore codebase structure, generate a self-contained HTML report with Mermaid diagrams and candidate improvements, then grill the findings. Use when planning a large refactor, onboarding to an unfamiliar codebase, or before a major architectural change.

The English summary is being prepared. Showing the original description.

datit309/supergraph21Updated Oct 18, 2026

Autonomous human-like browser control and professional QA/QC testing. Powered by agent-browser (Rust native CDP, zero Playwright) with ISTQB test matrix generation, automated testcase execution, console/network error tracing, and defect reporting.

The English summary is being prepared. Showing the original description.

datit309/supergraph21Updated Oct 18, 2026

Persistent token-compression mode (~75% reduction) — now always-on by default. Strips filler while keeping code exact.

The English summary is being prepared. Showing the original description.

datit309/supergraph21Updated Oct 18, 2026

Database migration best practices for schema changes, data migrations, rollbacks, and zero-downtime deployments across PostgreSQL, MySQL, and common ORMs (Prisma, Drizzle, Kysely, Django, TypeORM, golang-migrate).

The English summary is being prepared. Showing the original description.

datit309/supergraph21Updated Oct 18, 2026

Anti-slop frontend skill for landing pages, portfolios, and redesigns. The agent reads the brief, infers the right design direction, and ships interfaces that do not look templated. Real design systems when applicable, audit-first on redesigns, strict pre-flight check.

The English summary is being prepared. Showing the original description.

datit309/supergraph21Updated Oct 18, 2026

See all skills by datit309

Report a problem with this skill