analyze
免费Risk analysis and approach selection before planning. Use when requirements are ambiguous, approaches vary, or work touches hub/bridge nodes. Skip for typo fixes.
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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.
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查看安装方法安装前可以查看交给 AI 代理的指令内容。
Systematic debugging. Never guess and patch — build a feedback loop, prove the hypothesis, fix once.
Announce: "🐛 /supergraph:diagnose — building feedback loop..."
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.
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.
test("<bug description>", () => { ... }) // RED
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:
search_graph(project=CBM_PROJECT, name_pattern=<suspect>)
trace_path(project=CBM_PROJECT, direction="inbound")
trace_path(project=CBM_PROJECT, direction="outbound")
Test hypothesis #1 first. Change ONE thing to observe ONE signal:
Rule: Never change the code under test and the instrumentation simultaneously.
Once root cause is confirmed:
$LINT_CMDMinimal 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.
Root cause: [X]
Fix: [Y]
Prevented recurrence by: [regression test / invariant documented]
git add [exact files]
git commit -m "fix: <description>"
✅ /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
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Risk analysis and approach selection before planning. Use when requirements are ambiguous, approaches vary, or work touches hub/bridge nodes. Skip for typo fixes.
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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.
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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.
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Persistent token-compression mode (~75% reduction) — now always-on by default. Strips filler while keeping code exact.
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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).
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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.
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