rt-fix-prod-crashes
Skill576 starsChanged 18 days agoApache-2.0View on GitHub
Hunts real application crashes — first by listening to bex platform service logs for panics, crash loops, and 5xx bursts, then by fuzzing untrusted-input parsers with Go native fuzzing — and lands root-cause fixes with regression tests. Use when the user asks to run the rt-fix-prod-crashes routine, hunt panics or crashes, fuzz the platform, or investigate service crashes.
- Reads credentials
In this repository32 other files it gives its agents.
- AGENTS.mdAGENTS.md
- dashboard/AGENTS.mdAGENTS.md
- docs/AGENTS.mdAGENTS.md
- lego/AGENTS.mdAGENTS.md
- mobile/AGENTS.mdAGENTS.md
- .pm/AGENTS.mdAGENTS.md
- deploy-app-from-localSkill
- deploy-appSkill
- loopxSkill
- mermaidSkill
- mock-clusterSkill
- pm-brainstormSkill
- pmSkill
- qa-find-bugs-cliSkill
- qa-find-bugsSkill
- releaseSkill
- rt-fix-logic-bugsSkill
- rt-flatten-abstractionsSkill
- rt-normalize-abstractionsSkill
- rt-prune-useless-testsSkill
- rt-remove-dead-codeSkill
- rt-simplify-logicSkill
- rt-unify-duplicatesSkill
- security-auditSkill
- shipSkill
- simplifySkill
- stripe-best-practicesSkill
- stripe-directorySkill
- stripe-docsSkill
- stripe-projectsSkill
- unblockSkill
- upgrade-stripeSkill
The file
We split this skill into the rules it gives an agent
7 rules. About 0 are common, 3 are distinctive, and 4 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈3
Distinctive · estimate
This author's own choices. Worth a look.
4
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 15
After the verification phase, follow the shipping phase below without asking the user to invoke ship separately.
- Very specific: line 19
Every change must pass the verification gates for the modules it touched before being reported as done: operator make test + make lint …
- Very specific: line 20
Run npx prettier@3.4.2 --write on any markdown touched.
- Distinctive: line 21
Before shipping, summarize results in commentary using: Fixed (file:line + one-line rationale) / Deferred (item + why) / Skipped (finding + …
- Very specific: line 38
Check restarts and events: kubectl -n bex-system get pods (restart counts) and kubectl -n bex-system get events --sort-by=.lastTimestamp …
- Very specific: line 54
Run with a budget: go test -run '^$' -fuzz FuzzXxx -fuzztime 90s ./path/.
- Distinctive: line 59
Run the gates for every module touched (see ground rules).
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Routine: Crash Fuzzer
Find crashes from two evidence sources — live platform service logs first (real crashes beat hypothetical ones), then Go native fuzzing of untrusted-input parsers — and fix each at its root cause.
Routine ground rules
- A user request to run this routine authorizes the full cycle: plan, fix, verify, then invoke
$ship(Codex) or/ship(Claude) directly in the same run. Honor explicit user limits such as audit-only or no-ship. - Keep a concise execution plan in the conversation and update it as findings are confirmed. Continue into implementation without a planning approval pause. Do not create or file a
.pmmilestone/task as a prerequisite or substitute for fixing; use the board only if the user requests it. - After the verification phase, follow the shipping phase below without asking the user to invoke ship separately. Preserve the ship skill's branch, conflict-resolution, and safety rules.
- Fix everything you find directly in the working tree. If a fix can't be finished safely in this run, revert only your partial work for that fix and list it under Deferred in the report — never leave the tree half-refactored.
- Scope: parse
$ARGUMENTSper Phase 1 — an optional path/module scope or skill-specific target. No argument = the skill's stated default (usually the whole repo via parallel agents per module: lego/types, lego/operator, lego/backend, lego/cli, dashboard). - False-positive discipline: if a finding is intentional, load-bearing, or ambiguous, skip it with a one-line reason — don't argue it into a change.
- Every change must pass the verification gates for the modules it touched before being reported as done: operator
make test+make lint(fromlego/operator/),cd lego/backend && go test ./...,cd lego/cli && go test ./..., dashboardyarn test+ typecheck. - Run
npx prettier@3.4.2 --writeon any markdown touched. - Before shipping, summarize results in commentary using: Fixed (file:line + one-line rationale) / Deferred (item + why) / Skipped (finding + reason) / Gates (commands run + outcomes).
Phase 1 — Scope
Parse $ARGUMENTS:
logs— run Phase 2 only.blueprint|rest|graphql|operator— run Phase 3 only, on that target family.- A package path — fuzz that package only.
- Empty — full run: Phase 2, then Phase 3 in priority order.
Phase 2 — Listen to platform service logs
- Resolve a cluster, in priority order; never print kubeconfig contents:
- Production:
BEX_SSH_KEY_PATH=~/.ssh/id_bex bash scripts/fetch-app-kubeconfig.sh /tmp/bex-app.kubeconfig, thenexport KUBECONFIG=/tmp/bex-app.kubeconfig. Delete/tmp/bex-app.kubeconfigwhen the phase ends. - Local:
infra/local/bex.kubeconfigif the mock cluster is up. - Neither reachable → note it in the report and continue to Phase 3.
- Production:
- Check restarts and events:
kubectl -n bex-system get pods(restart counts) andkubectl -n bex-system get events --sort-by=.lastTimestamp(OOMKilled, CrashLoopBackOff, probe failures). - Sweep logs for each platform service (operator, bex-api, ssh-gateway, activator, pg-sni-proxy, kv-sni-proxy, egress-meter, static-server):
kubectl -n bex-system logs --prefix --since=48h deploy/<svc>, plus--previousfor any container that restarted. Grep forpanic:,runtime error,fatal error,goroutine, SIGSEGV, and 5xx bursts. - Deduplicate into distinct crash signatures. For each: root-cause from the stack trace in the source, fix the actual defect, and add a regression test reproducing the crashing input/state. Keep every crashing input as a fuzz seed for Phase 3.
Phase 3 — Fuzz untrusted-input parsers
Target families in priority order (the repo has no fuzz tests today — the targets you write are durable artifacts):
- Blueprint compiler (highest value — untrusted render.yaml → IR → plan):
CompileBlueprintSourceinlego/backend/internal/apps/blueprint_compiler.go, plus the IR/plan pipeline (blueprint_ir.go,blueprint_plan.go) andlego/backend/internal/api/render_openapi.go. - REST decoding — stdlib
ServeMuxhandlers in per-featurerest.gofiles underlego/backend/internal/. - GraphQL resolvers — per-feature
graphql.gofiles. - Operator — CRD defaulting/validation feeding the four reconcilers in
lego/operator/internal/controller/.
For each target:
- Write a persistent
Fuzz*target in a*_fuzz_test.gobeside the code. Seed withf.Addcalls harvested from real fixtures in the package's existing tests (blueprint_*_test.gois full of render.yaml strings) and any Phase 2 crashing inputs. Seeds live asf.Addcalls so they're reviewable; NEVER committestdata/fuzz/cache directories. - Run with a budget:
go test -run '^$' -fuzz FuzzXxx -fuzztime 90s ./path/. Cap total fuzzing wall time at ~10 minutes across all targets. - For each crasher: minimize the input, root-cause the panic — fix the actual nil deref/index/overflow, never wrap in a blanket
recover— and promote the input to a namedf.Addseed or a plain regressionTestXxx.
Phase 4 — Verify and report
Run the gates for every module touched (see ground rules). Then report in the standard format, including crash signatures found in logs, fuzz targets added, and crashers fixed.
Final phase — Ship
After all required gates pass, read and execute the ship skill for the routine's completed changes. Stage only intended changes from this run; preserve unrelated work. Do not end at a plan, findings report, milestone, or request for shipping approval. If there are no changes, report that outcome without creating an empty commit. If a required gate remains blocked or fails after reasonable repairs, report the exact blocker and do not ship unverified changes.
Once the push succeeds, report the shipped HEAD SHA and subject per the ship skill and stop; do not monitor CI or deployment.
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