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Garry TanandOpenAI Codex 06ed920a97 v1.89.0.0 feat: add shared-code extraction audit (#2925)
* feat: bind shared-code review advice to source and branch

* feat: add shared-code extraction audit and scoped review checks

* test: recognize complete source reads and explicit coverage legends

* chore: bump version and changelog (v1.88.0.0)

Co-Authored-By: OpenAI Codex <noreply@openai.com>

* test: capture native review questions and retain public evidence

Capture the actual first public native question with strict ownership and display matching. Preserve terminal failures and raw evidence, and retain SDK completion checks.

* test: recognize verified review evidence and complete fixtures

Recognize complete source and diagram evidence, concrete design and developer-experience decisions, and the complete planted scenario contracts. Preserve negative controls and grading thresholds.

* fix: preserve decision brief structure in native questions

Keep the required pros-and-cons heading and final Net field in native question text. Regenerate host outputs and document the release and evaluation repairs.

Co-Authored-By: OpenAI Codex <noreply@openai.com>

* docs: update project documentation for v1.88.0.0

Co-Authored-By: OpenAI Codex <noreply@openai.com>

* fix: correct eval retry accounting and ship workflow gates

* fix: capture native eval evidence and stabilize CI fixtures

* fix: keep shared-code eval skips read-only

Choose explicit no-change answers instead of mixed fix/preservation options.
Reuse the bounded revalidation prompt for path fixtures so required review
metadata is available without repeated discovery. Preserve source checks,
retry limits, and failed native terminal outcomes.

Add captured-question and callback regressions, plus evaluation selection
coverage for the affected fixtures.

---------

Co-authored-by: OpenAI Codex <noreply@openai.com>
2026-09-24 01:53:58 -04:00

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Testing internals: env keys, hermetic E2E

Moved verbatim from CLAUDE.md (token-load reduction). Read this before writing or debugging E2E tests, passing env: to a runner, or touching test/helpers/hermetic-env.ts.

Env keys in Conductor workspaces. The GSTACK_* env-shim (v1.39.2.0+, lib/conductor-env-shim.ts) promotes GSTACK_ANTHROPIC_API_KEY / GSTACK_OPENAI_API_KEY to their canonical names inside gstack's TS binaries. Tests run through gstack entrypoints inherit this promotion automatically. Don't echo the key value to stdout, logs, or shell history. The historical "never pass env: to runAgentSdkTest" rule is retired: the failure was partial-env replacement (the SDK's Options.env REPLACES the child's entire environment, so an object without the key broke auth). The runner now always passes a COMPLETE hermetic env with per-test env: merged last, so per-test overrides are safe; ambient process.env.ANTHROPIC_API_KEY mutation also still works (the env builder reads process.env at call time).

Hermetic local E2E (default). Every E2E runner (claude -p, PTY, Agent SDK, codex, gemini) spawns children through test/helpers/hermetic-env.ts: allowlist-scrubbed env (operator CONDUCTOR_*, CLAUDE_*, GSTACK_*, MCP_*, GBRAIN_*, and credentials like GH_TOKEN never reach children), a fresh seeded CLAUDE_CONFIG_DIR (no operator ~/.claude CLAUDE.md / MCP servers / skills), a temp GSTACK_HOME, and --strict-mcp-config. Local eval signal matches CI. Debug against real operator state with EVALS_HERMETIC=0 (restores the legacy env AND drops the strict-MCP flag). Per-test env: overrides merge last, so deliberate contamination (CONDUCTOR_WORKSPACE_PATH, per-test GSTACK_HOME) keeps working. The hermetic config dir seeds NO skills by default; a PTY test that types a /skill slash command must pass seedSkills: true to the PTY runner, which points the child's CLAUDE_CONFIG_DIR at hermeticSkillsConfigDir() — a seeded registry that symlinks the LIVE working tree's SKILL.md files (by design: the skills ARE the subject under test; a snapshot would measure stale copies). Wiring is pinned by test/hermetic-wiring.test.ts (static tripwire), two gate-tier canaries in test/skill-e2e-hermetic-canary.test.ts, and the seeding tripwires in test/hermetic-skills-seeding.test.ts / test/pty-skill-seeding-wiring.test.ts.

Seeded planning sessions also receive an isolated runtime home through test/helpers/hermetic-skill-runtime.ts, so absolute lazy-section paths resolve to the working tree under test. Explicit per-test home overrides remain intact. Autoplan resolves each review skill from its own installed host registry.

Interactive planning evidence. Finding-count and autoplan-chain drivers use observeScreen: true and await currentScreen() before choosing an input. The existing xterm dependency interprets cursor moves and erases; old menus in the raw stream cannot establish a current prompt. Snapshots preserve terminal.raw.log, terminal.visible.log, and terminal.screen.log separately. Setting EVALS_RUN_ID or GSTACK_EVAL_DIR retains these snapshots; an output directory without a run ID gets a stable, unique local ID for that writer. Completed native transcript calls establish question counts and phase coverage. Report-aware count tests also require a fresh, complete report and native completion evidence before accepting a completion heading.

The periodic first-question matrix uses test/helpers/auq-native-capture.ts to match the first public PreToolUse AskUserQuestion payload to its current native display. It grades that question's exact public fields without answering it or reading model transcripts. question_captured records workflowCompleted: false. With GSTACK_EVAL_DIR, EVALS_RUN_ID, or an explicit run ID, native-auq/<run-id>/<test>-<suffix>/capture.json under the eval directory retains the public payload, bounded current viewport, and capture outcome. CEO mode selection uses the actual SDK AskUserQuestion permission callback in auq-sdk-capture.ts, with the existing 12-turn and 240-second limits. It captures the public question and stops without submitting an answer; its question_captured outcome also records workflowCompleted: false. The retained capture survives fixture cleanup. Provider refusals and malformed questions remain failures. Section-loading captures retain their noninteractive contract.

Shared-code revalidation fixtures pair public tool calls with their successful results to verify that the current trusted start record was inspected before completion. A discovered path in tool output counts; a path mentioned only in instructions or narration does not. Saved public captures cover absolute and relative paths and discovery followed by a read. The revalidation prompt supplies the path to the trusted start-record directory and declares the existing turn limit. It asks the agent to batch independent reads and retrieve the complete final record; every source, approval, persistence, and completion check still applies. The path-boundary fixtures use this same execution contract for symlinks, submodules, ignored files, index flags, and legacy or filtered evidence. Their skip actor accepts an explicit no-change choice; a preservation word inside an option that also approves changes cannot authorize edits. Captured native questions exercise the actual answer callback, and native turn-limit failures still fail even after a question was answered.

The engineering and DX finding fixtures check coverage of their seeded issues rather than cap the total number of review questions. Each decision needs a distinct, completed native question with an offered answer; accepting, rejecting, or deferring a recommendation all count as reviewing it. Engineering's mandatory legacy regression tests also need affirmative plan or public-narration evidence. Additional useful questions are allowed within the existing time limits. Generic question counts remain diagnostic, and a fresh final review report is required.

E2E tests stream progress in real-time (tool-by-tool via --output-format stream-json --verbose). Results are persisted to ~/.gstack/projects/<slug>/evals/ (legacy fallback ~/.gstack-dev/evals/) with auto-comparison against the previous finalized run (in-flight _partial files are never used as a baseline, so a run can't compare against itself).

The periodic overlay fixtures use a versioned behavior gate with efficacy reported separately. See Overlay benchmark contract v2 for exact correctness requirements, retired fanout cases, immutable evidence, and the limits of a passing result.

Runners: how the suites execute (2026-08 overhaul)

Aside-only E2E tests self-skip without a live Aside; browser-driving tests run on either engine. Every skill that opens a web page drives the Aside AI browser first (scripts/resolvers/aside.ts) and falls back to gstack's own browse engine when Aside is absent (and Chromium bootstrapped). The cases that need Aside itself (test/skill-e2e-aside.test.ts, design-review-fix in test/skill-e2e-design.test.ts) call asideAvailable() from test/helpers/aside-available.ts (the same probe the skills run in BROWSER SETUP) and skip when the aside CLI or the Aside app is absent. CI runners have no Aside, so those run only on macOS dev machines and sit in the periodic tier; set GSTACK_SKIP_ASIDE=1 to force the skip locally (which also exercises the fallback hand-off). The qa E2E files (test/skill-e2e-qa-workflow.test.ts, test/skill-e2e-qa-bugs.test.ts) gate on asideAvailable() || fs.existsSync(browseBin): the skill's own BROWSER SETUP picks the engine, so on a Mac they drive Aside and on Linux CI they drive the built browse binary, skipping only when neither exists. The $B-driven E2E cases and browse/test/ run on every platform as before, so Linux CI proves the fallback engine live.

The renderer picks the same way, so the render gates are engine-agnostic. /make-pdf, /diagram, and design previews print and screenshot their local HTML through lib/aside-render.ts / bin/gstack-render.ts, which render in Aside when probeAside() says READY and through the browse engine otherwise. make-pdf's *-gate.test.ts and test/skill-e2e-diagram.test.ts (periodic, paid) gate on browserAvailable() (make-pdf/test/e2e/browser-available.ts: asideAvailable() || resolveBrowseBin() !== null) — on a Mac they print through Aside, on Linux CI through the browse binary bun run build:gates compiles, and they skip only when neither exists. Only test/aside-render.test.ts's two live Aside cases (a full round-trip and a late-readiness --wait-expr poll) are Aside-only: its option mapping and generated-script pins run everywhere, and its fake-executable cases drive both engines hermetically (fake aside / browse scripts on PATH pin probe classification, the stdout contract, loopback-server policy, the timeout kill, engine choice and the mid-run fallback). test/gstack-render-cli.test.ts does the same for bin/gstack-render.ts with GSTACK_SKIP_ASIDE=1 and GSTACK_BROWSE_BIN pointed at a fake daemon that logs every argv line. A green gate on Linux proves the fallback engine, not Aside; the Mac run is the Aside evidence. The browse-binary leg presumes Chromium bootstrapped: resolveBrowseBin() only checks that the binary (or the find-browse shim) exists, never that Chromium can launch, so on an install where the best-effort Chromium step was skipped (GSTACK_SKIP_PLAYWRIGHT=1) or failed, these gates run and fail at browser launch instead of skipping. Fix the bootstrap (or move the binary aside) before running them locally; CI always installs Chromium first. test/dom-dump-hygiene.test.ts is the one free-suite case on the same leg: it runs lib/dom-dump.js (the rendered-DOM dump /design-review hands the design detector) inside a real Chromium page through the built browse binary, so it self-skips when the binary is absent and, because a cold Chromium launch is load-sensitive on a busy dev box, runs only in CI or on explicit opt-in (GSTACK_DOM_DUMP_HYGIENE=1).

Free suite (bun run test:free). scripts/test-free-shards.ts runs N concurrent shard processes (serial within each) with strict-output classification per shard. Full-suite shards are packed by RECORDED PER-FILE DURATIONS (LPT, packShardsByDuration) when the committed seed scripts/free-test-durations.json exists — refresh it occasionally with bun run test:free --record-durations (each file timed in its own child; CI never records). Missing seed → silent hash-shard fallback; corrupt seed → one warning + fallback; unknown files get 75th-percentile pessimism. Packed shards get duration-aware walls (max(base, predicted × 3, files × 5s)). The legacy --shards N --shard i path keeps stable hash indices. Required CI uses one duration-packed --ci-plan, 20 isolated --ci-run machines, and a --ci-verify aggregate. TREE_MUTATING is EMPTY: gen-skill-docs.ts has a main() guard (imports never regenerate; pinned by test/gen-skill-docs-import-purity.test.ts) and --out-dir renders every host, so all former mutators render into mkdtemps and the trailing serial shard is gone. The map remains a mechanism — a test that genuinely must write shared artifacts in place earns a reasoned entry and is serialized again.

PTY fixture timing. Plan-count sessions wake on terminal output or exit, with at least 250ms between expensive observations and a 2s fallback for transcript or hook changes that produce no terminal output. New output batches settle for 250ms before observation so split terminal redraws cannot route input from their first chunk. Input debounces, permission guards, and the real CLI's 8s startup grace are unchanged. Synthetic CLIs can pass startupReadyMarker to runPlanSkillCounting and emit that exact marker after installing their input handlers; a missing marker fails before any command is sent. The marker wait stays inside the existing startup and total-run deadlines. test/pty-output-wake.test.ts covers output, silent waits, exit, close, missing readiness, split redraws, and continuous redraws. Close and output waits cancel their losing deadlines so completed workers can exit immediately.

The UI-positive design gate commits the supplied plan as review-input.md before the first model turn. It requires an acknowledged Design focus/rating question followed by an answered native finding about concrete UI behavior; setup and outside-review choices cannot satisfy that sequence. Its declared board actor submits feedback before acknowledging it. The final proof uses the full native question, not the truncated diagnostic snippet, and proposal text mentioning "no UI scope" is not treated as an exit verdict. Unknown-command failures must name the invoked slash command; a child tool rejecting --help is not a skill registration failure. Periodic seeded-finding classifiers separately verify fixture-owned findings.

Paid suite (sharded runner, local AND CI). scripts/test-paid-shards.ts is the single selection engine: 1 file per shard, EVALS_JOBS shard processes × EVALS_CONCURRENCY within-shard, per-shard GSTACK_EVAL_DIR, full-stream spooling to per-shard log files (path printed at START and on failure), never-started/timed-out taxonomy, and parent-computed diff selection propagated to children via EVALS_SELECTION_JSON (fail-open: a child that can't parse it recomputes locally with one warning). Retry parity lives in RETRY_OVERRIDES (literals; old matrix rows' earned retries: 2). Flake telemetry rides the store: every recorded test carries its 1-based attempt (a pass-on-attempt-2 stays visible forever — bun's own stream hides it), runs list flaky_retries, the report warns on passed-only-on-retry tests, and bun run eval:flake-rank ranks the series (retried passes first, then failure rate; 60-day recency bound on eval files; the free lane's flake ledger is folded in from flakeLedgerPath() — override with GSTACK_FLAKE_LEDGER, the same env var the CI free lane sets before uploading the ledger as the flake-ledger artifact). Census integrity is enforced from the free suite: every E2E_TOUCHFILES / LLM_JUDGE_TOUCHFILES key must name a living paid test (test/touchfiles.test.ts's reverse invariant), and git show <sha>:path fixtures are banned — vendor the bytes instead (test/git-ref-fixture-tripwire.test.ts).

Fast PR profile and evidence reuse. test:pr selects the changed cases in scripts/test-pr-profile.ts plus every changed quality judge. --profile full retains the broad census; no case IDs or tier assignments are removed. The plan records both E2E and judge selections and lists deferred coverage. Executors receive those selections separately and the report checks actual executed case counts. Unknown source dependencies restore the broad gate; unmapped prompts without registered coverage require full validation. Known broad-only prompt changes are explicitly deferred, not counted as PR passes. Weekly/manual runs of evals-periodic.yml execute both complete censuses fresh; manual evals.yml runs the broad gate. This deliberately moves some defect detection later.

scripts/eval-input-cache.ts accepts only complete, clean, first-attempt passes with matching before/after inputs. The audited workflow-judge adapter hashes the actual expanded prompt, source/fixture/rubric/runner closure, installed SDK, model parameters and runtime. Missing/unknown inputs force execution. Receipts are scoped to the same repository and PR, expire after 24 hours, and contain public scores and provenance rather than prompts or secrets. Only the 14 cases using runWorkflowJudge are eligible; the other 11 quality cases remain fresh. CI supplies the scoped cache/runtime configuration; local runs are fresh by default. Cached scores must pass current assertions; reused records retain their original source and time and cannot renew the receipt. Dynamic live-agent runs are currently ineligible. EVALS_FRESH=1, periodic and release validation bypass both lookup and publishing.

Free test timing and isolation. test:quick is an explicitly partial measured subset for edit feedback. test remains complete local acceptance with its bounded worker pool. The CI planner inventories every free file and packs them using scripts/free-test-durations.json; each machine runs its assigned shard serially. Plans and receipts bind the source revision, complete inventory and strict outcomes; missing, duplicate or mismatched receipts fail the required aggregate. The existing maximum five-file flaky retry allowance applies across the entire lane, not separately to every machine. Refresh the full timing list with bun run test:free --record-durations. Profiling records failures faithfully and is separate from final release acceptance.

CI planner/executor/report. --emit-plan <path> --slices K computes selection + the slice plan ONCE (killing per-slice selector divergence); --plan <path> --slice i executors consume the manifest and write slice-result artifacts; --report <dir> reconciles them FAIL-CLOSED (a slice whose artifact never landed, or a planned shard nobody reported, is a failure). Under EVALS_ALL the hollow-shard guard marks exit-0 shards with ZERO executed tests passed-empty (a failure) — census-health, not just test runs. evals.yml runs the sliced gate lane per PR — the ONLY paid lane since the legacy 17-row matrix (22.6 min/$21 per PR serialized ahead of the slices) was deleted after demonstrated parity; its KNOWN_MATRIX_GAPS/KNOWN_TIER_UNSET ratchets retired with it and test/evals-workflow-wiring.test.ts pins the surviving wiring (slice-count agreement, tier consistency, the shared register-skills composite with its fail-fast verification loop). evals-periodic.yml runs ALL periodic-tier files weekly (the coverage contract) minus the reasoned exclusions in test/helpers/periodic-exclude-data.ts (reason + tracking required per entry; removal re-activates the file), plus a weekly EVALS_ALL gate census, plus a tracking-issue UPSERT on red weeks. The CI image pins the claude CLI to an exact version (.github/docker/Dockerfile.ci, enforced by test/ci-image-cli-pin.test.ts — bumps ride PRs that run the PTY gate), and every eval-store run records claude --version, resolved once in the runner parent and handed to shard children as GSTACK_CLAUDE_CLI_VERSION (never spawned on a test thread), so a TUI-drift flake hunt is a grep, not archaeology.

Timeout policy. Paid tests use the tiers in test/helpers/eval-budgets.ts (JUDGE/CAPTURE/CAPTURE_LONG/PTY/PTY_LONG); test/eval-budgets-policy.test.ts pins that every tier fits the shard wall minus overhead and ratchets raw literals. Budget above the wall is fiction. The registered four-phase exception is AUTOPLAN_CHAIN_BUDGET for test/skill-e2e-autoplan-chain.test.ts: 80 minutes of work (four PTY_LONG allocations), an 84-minute session watchdog, an 85-minute Bun test deadline, and a 172-minute supervised shard wall. The unchanged retry count of one permits two 85-minute attempts plus two minutes for cleanup. This is a specified allocation for the stronger four-phase contract, not a measured calibration or statistical upper bound. The historical 900-second failures remain failures. Models, fixtures, phase assertions and production review caller timeouts are unchanged; this explicitly changes eval latency/cost policy.

The Autoplan chain explicitly enables native PreToolUse approval for edits to its owned temporary review artifacts. Approval starts with the /autoplan command and requires the exact parent session, prior successful file history, and a current request digest. Other recorder callers remain observational. A rejected artifact edit fails the test instead of falling through to terminal permission input. Approval itself supplies no edit success or phase credit: the native tool result and all four completed review phases are still required.

FINDING_RETRY_BUDGETS also registers six finding files. Each retains its 25-minute case deadline and one retry: the two-case CEO finding-count file has a 102-minute shard wall, and the five single-case files have 52-minute walls, including two minutes for cleanup. No per-case budget grows. Overlay wrappers have a 1,830-second minimum shard wall and run without Bun retries; see the overlay contract for their unchanged work budget.

The quality file reserves 6,400 seconds for all 25 cases and their existing retry, plus cleanup. Each still has 120 seconds of model work. Its 14 workflow judges own their deadline and abort signal, with five seconds for terminal recording inside a ten-second Bun grace; the other 11 retain their existing 120-second Bun timeout. Late responses cannot create records or cache passes.

resolvePaidShardBudget(files, overrideMs?) is the canonical per-job resolver. Autoplan, each registered finding file, and each overlay wrapper require their own shard, even with --files-per-shard above one. Mixed or multi-file overlay jobs are rejected so ordinary files retain their configured retries. An explicit CLI --timeout, EVALS_SHARD_TIMEOUT_MS, or API timeoutMs still wins for these policies, including a lower cap; overlay overrides below their minimum are rejected. Planner entries and execution results record the effective wall, its source and policy identifier. Custom drivers must resolve each job instead of passing their ordinary 1800-second default as an explicit Autoplan cap; their outer controller/detach wall must also cover the allocated work and cleanup. eval:bg:pr and eval:bg:periodic have 72000/66000-second outer caps; the PR wrapper covers a full-gate fallback at its default two workers. The broad gate wrapper reserves 33600 seconds, and release reserves 100000 seconds for both tiers. Legacy monolithic eval:bg/eval:bg:all retain their shorter 5400/7200-second caps and do not promise two complete Autoplan attempts; use the sharded periodic path for this policy.

Periodic CI plans --slices 8 --autoplan-slice: the eighth runs only Autoplan. When overlays are selected, the seventh is reserved for their serial wrappers; registered finding files are distributed across the remaining ordinary slices by their supervised walls. Each slice job has a 355-minute cap; Autoplan retains its 172-minute shard wall. Reconciliation rejects missing, duplicated or misplaced registered work and absent budget records. The weekly gate census has a 350-minute cap and PR slices have a 220-minute cap. Free supervision tests verify these bounds against the complete current census, configured retries, and setup reserve. Ordinary paid tiers and the default 1800-second shard wall remain unchanged; the registered and overlay policies above supply exceptions, and unregistered over-ceiling tests still fail policy checks.

Session timeouts are two-phase: a silent API dies at the startup grace (90s local / 300s CI floor, distinct exit reason timeout_startup) and the work budget arms on the first byte — the total wall never grows (test/session-runner-startup-grace.test.ts pins the floor). A timed-out session kills its whole detached process group (claude, codex, and gemini runners alike — test/session-runner-groupkill.test.ts), so a stray grandchild can't stretch a 600s budget past 1400s. And sync spawns can't wedge a shard: every spawnSync/execSync/execFileSync/Bun.spawnSync in the test trees must carry a timeout, enforced by test/spawnsync-timeout-tripwire.test.ts with a shrink-only exemption ratchet.

Anchor-sliced setup harnesses. setup is one large bash script, so the free tests that pin its linker, cleanup, retired-skill prune, browser hint, rebuild decision, and Chromium-bootstrap behavior never run the whole thing. They slice the source by anchor (extractFn(name) takes name() { through the next \n}\n; test/setup-playwright-best-effort.test.ts slices the # 2. Ensure Playwright's Chromium is available block up to # 2b.), join the extracted functions with stubbed collaborators, and execute the REAL bash under a temp HOME with stubbed probes and installers. Two rules keep the harness honest: renaming a function or anchor comment in setup fails the test with function not found / anchor not found instead of silently testing nothing, and test/setup-link-ownership.test.ts and test/setup-playwright-best-effort.test.ts throw on any command not found on stderr as harness drift (a helper the test forgot to extract) rather than letting it degrade into a pass. Files: test/setup-link-ownership.test.ts, test/setup-cleanup-orphans.test.ts, test/setup-playwright-best-effort.test.ts, test/setup-prune-stale-generated.test.ts (_prune_stale_generated against a temp render tree plus host dirs: host cleanup after the generator already pruned, symlink targets survive, frontmatter-renamed skills, foreign links), test/setup-browser-hint.test.ts (_browser_hint and the bootstrap summary across Aside present/absent, bootstrap ok/failed/skipped, GSTACK_SKIP_ASIDE), and test/setup-needs-build.test.ts (the NEEDS_BUILD block sliced between two anchors: every binary and source set flips it, Windows .exe suffixes). test/relink.test.ts shells out to a copy of the real bin/gstack-relink against a temp GSTACK_INSTALL_DIR / GSTACK_SKILLS_DIR, and test/hook-scripts.test.ts runs the real careful/bin/check-careful.sh and freeze/bin/check-freeze.sh with JSON payloads on stdin (including the GSTACK_HOME state-root parity against bin/gstack-paths).

Cloud sandboxes (Vercel / Conductor cloud workspaces)

Syscall-supervised sandboxes need environment setup before bun run test can run green: run scripts/sandbox-doctor.sh once per boot. It documents and treats the full failure taxonomy (missing /dev/fd, 64M /dev/shm, spurious access(2) EACCES from the seccomp supervisor under load, full-capability processes defeating chmod-denial tests, no X server, no git identity, and Conductor's git-shim exit-code laundering). The doctor seeds TMPDIR, DISPLAY, and the runner knobs into ~/.bashrc, so open a new shell (or source ~/.bashrc) before running the suite. Then:

setpriv --ambient-caps=-all --bounding-set=-all bun run test

Two runner knobs exist for these environments (both no-ops unless set): GSTACK_FREE_JOBS overrides the shard count in either direction (2 is the measured sweet spot — one serial mega-shard and 6-way sharding both saturate the per-process syscall supervisor), and GSTACK_FREE_RETRY_FLAKY=1 re-runs attributed failures once serially, downgrading a clean retry to a loud FLAKY-PASS (capped at 5 files so a broken tree can't masquerade as flaky). The required CI free lane sets the retry knob too, appending every flaky pass to the JSONL ledger it uploads (GSTACK_FLAKE_LEDGER) — a flaky pass never reds the lane, but it never disappears either.