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AI Slop Code RIsk Monitor

asterinas/asterinas

Asterinas aims to be a production-grade Linux alternative—memory safe, high-performance, and more.

4.9 Low pattern signal View on GitHub

Maintenance and Governance Review

This report summarizes scanner evidence for asterinas/asterinas, a Rust project with 4,903 GitHub stars. SynthScan examined 356,736 lines of code across 2486 source files, recording 1523 pattern matches distributed across 14 syntactic categories. The legacy adjusted pattern signal is 4.9 (Low pattern signal); it is not an authorship estimate.

Use the findings to ask whether maintainers can explain intent, verify dependencies, simplify unnecessary scaffolding, and focus review effort. Risk Payload v1 adds ownership, supply-chain, over-engineering, and review-effort vectors when available. These are prompts for human verification, not probabilities, security findings, or measured maintenance costs.

4.9
Adjusted Signal
4.9
Raw Pattern Score
100%
Time Factor
2026-10-10
Last Push
4.9K
Stars
Rust
Language
356.7K
Lines of Code
2.5K
Files
1.5K
Pattern Hits
2026-10-12
Scan Date
0.00
HC Hit Rate

Risk Review · v3

Use each vector to guide manual verification of the underlying findings.

Cognitive Ownership Risk 20.5/100 · LOW

Can maintainers explain intent, assumptions, and trade-offs? 1491 finding(s).

Hallucinated Dependency & Supply Chain Risk 0.0/100 · LOW

Are imports declared and package/API names verified? 2 finding(s).

Agent Over-Engineering Ratio 1.6/100 · LOW

Are wrappers, guards, and repeated structures necessary? 36 finding(s).

PR Review Velocity Impact 20.8/100 · LOW

Which changes need focused human review? 1523 finding(s).

What These Metrics Mean

Adjusted Signal
Legacy pattern score normalized per 1,000 scanned lines and multiplied by the repository-level time factor. It is not an estimate of AI authorship.
Raw Pattern Score
Sum of severity- and context-weighted pattern findings before applying the time factor.
Time Factor
A coarse multiplier based on repository last-push metadata. It does not identify when individual code was written.
Pattern Hits
Count of configured pattern findings. Review each location and surrounding code before acting.
HC Hit Rate
High- and critical-severity findings per scanned file. Severity is a configured detector weight, not proof of a vulnerability or authorship.
Lines / Files
Scan coverage denominators used by the legacy normalized score.

Pattern-Signal History

This chart tracks the legacy adjusted pattern score across scan runs. Changes can reflect source changes, scan coverage, or detector/scoring versions; they do not measure AI adoption or prove that a team refactored code. Compare runs only when their scoring versions are compatible. The dashed line tracks the raw pattern-hit count.

Severity Breakdown

Groups findings by configured severity weight. Severity is not a confidence estimate, security rating, or proof that a package is missing. Verify imports against the project's manifests and inspect each finding in its local design context.

CRITICAL 0HIGH 4MEDIUM 58LOW 1461

Directory Score Breakdown

This horizontal bar chart shows where configured pattern scores accumulate across directories. Treat the bars as locations to inspect, not as evidence of authorship or code quality. Use the file-level findings to decide whether a directory needs a focused ownership, dependency, complexity, or review check.

Pattern Findings

The scanner identified 1523 distinct pattern matches across 14 syntactic categories. Each entry below represents a discrete location in the source code where the engine recorded a detector match to inspect in context. Expand any category row to inspect the individual file paths, line numbers, code snippets, and the lexical context (CODE, COMMENT, or STRING) in which each match was detected.

Reading the findings table: The Severity column indicates the configured finding weight (CRITICAL / HIGH / MEDIUM / LOW). The Context column identifies whether the match occurred inside executable code, an inline comment, or a string literal — legacy comment-context matches receive a ×1.5 score weight. The ⚡ bolt icon marks clustered matches: three or more patterns within a 10-line window, each receiving an additional ×1.5 density multiplier under the legacy scoring model.

Over-Commented Block1369 hits · 1354 pts
SeverityFileLineSnippetContext
LOWclippy.toml1# This file configures some Clippy lints.COMMENT
LOWostd/libs/padding-struct/src/lib.rs41///COMMENT
LOWostd/libs/padding-struct/src/lib.rs61/// #[repr(C)]COMMENT
LOWostd/libs/padding-struct/src/lib.rs81/// struct MyStruct {COMMENT
LOWostd/libs/ostd-pod/macros/src/lib.rs21///COMMENT
LOWostd/libs/ostd-pod/macros/src/lib.rs41/// use ostd_pod::array_helper::{ArrayFactory, ArrayManufacture, U64Array};COMMENT
LOWostd/libs/ostd-pod/macros/src/lib.rs61/// // Field accessor methodsCOMMENT
LOWostd/libs/ostd-pod/macros/src/lib.rs81/// pub fn new_bytes(bytes: [u8; 4]) -> Self {COMMENT
LOWostd/libs/ostd-pod/src/array_helper.rs1// SPDX-License-Identifier: MPL-2.0COMMENT
LOWostd/libs/ostd-pod/src/array_helper.rs41COMMENT
LOWostd/libs/ostd-pod/src/lib.rs1// SPDX-License-Identifier: MPL-2.0COMMENT
LOWostd/libs/ostd-pod/src/lib.rs21 /// Creates a new instance from the given bytes.COMMENT
LOWostd/libs/linux-bzimage/setup/src/main.rs1// SPDX-License-Identifier: MPL-2.0COMMENT
LOW…x-bzimage/setup/src/x86/amd64_efi/unaccepted_memory.rs1// SPDX-License-Identifier: MPL-2.0COMMENT
LOW…x-bzimage/setup/src/x86/amd64_efi/unaccepted_memory.rs61 // After this call, the allocation is accessed only through the builder andCOMMENT
LOWostd/libs/linux-bzimage/setup/src/x86/amd64_efi/efi.rs141}COMMENT
LOWostd/libs/linux-bzimage/boot-params/src/lib.rs1// SPDX-License-Identifier: MPL-2.0COMMENT
LOWostd/libs/linux-bzimage/builder/src/lib.rs1// SPDX-License-Identifier: MPL-2.0COMMENT
LOWostd/libs/align_ext/src/lib.rs1// SPDX-License-Identifier: MPL-2.0COMMENT
LOWostd/libs/align_ext/src/lib.rs21 /// assert_eq!(12usize.align_up(4), 12);COMMENT
LOWostd/libs/ostd-test/src/lib.rs1// SPDX-License-Identifier: MPL-2.0COMMENT
LOWostd/libs/ostd-test/src/lib.rs21//! To write a unit test for any crates, it is recommended to create a new testCOMMENT
LOWostd/libs/ostd-test/src/lib.rs41//! panic!("expected panic message");COMMENT
LOWostd/libs/ostd-test/src/lib.rs241/// Get the whitelist of the tests.COMMENT
LOWostd/libs/ostd-macros/src/lib.rs1// SPDX-License-Identifier: MPL-2.0COMMENT
LOWostd/libs/ostd-macros/src/lib.rs21/// perform all sorts of necessary initialization stepsCOMMENT
LOWostd/libs/ostd-macros/src/lib.rs41///COMMENT
LOWostd/libs/ostd-macros/src/lib.rs61/// }COMMENT
LOWostd/libs/ostd-macros/src/lib.rs81COMMENT
LOWostd/libs/ostd-macros/src/lib.rs121 let _: () = #main_fn_name();COMMENT
LOWostd/libs/ostd-macros/src/lib.rs141/// use core::alloc::Layout;COMMENT
LOWostd/libs/ostd-macros/src/lib.rs181/// [`global_allocator`] attribute, which applies to a static variableCOMMENT
LOWostd/libs/ostd-macros/src/lib.rs221 .into()COMMENT
LOWostd/libs/ostd-macros/src/lib.rs261COMMENT
LOWostd/libs/ostd-macros/src/lib.rs301COMMENT
LOWostd/libs/ostd-macros/src/lib.rs341 }COMMENT
LOWostd/libs/ostd-macros/src/lib.rs361/// }COMMENT
LOWostd/src/lib.rs1// SPDX-License-Identifier: MPL-2.0COMMENT
LOWostd/src/smp.rs21 sync::SpinLock,COMMENT
LOWostd/src/user.rs41/// Here is a sample code on how to use `UserMode`.COMMENT
LOWostd/src/user.rs81 /// The method returns for one of three possible reasons indicated by [`ReturnReason`].COMMENT
LOWostd/src/power.rs1// SPDX-License-Identifier: MPL-2.0COMMENT
LOWostd/src/power.rs21}COMMENT
LOWostd/src/power.rs41/// }COMMENT
LOWostd/src/power.rs61 crate::arch::power::try_restart(code);COMMENT
LOWostd/src/power.rs81/// }COMMENT
LOWostd/src/boot/memory_region.rs21 /// Reserved by BIOS or bootloader, do not use.COMMENT
LOWostd/src/boot/memory_region.rs221 ///COMMENT
LOWostd/src/boot/smp.rs61COMMENT
LOWostd/src/boot/smp.rs121///COMMENT
LOWostd/src/boot/mod.rs121 });COMMENT
LOWostd/src/boot/mod.rs141 /// access to an early console and thus enable logging.COMMENT
LOWostd/src/boot/mod.rs161}COMMENT
LOWostd/src/util/either.rs1// SPDX-License-Identifier: MPL-2.0COMMENT
LOWostd/src/util/id_set.rs1// SPDX-License-Identifier: MPL-2.0COMMENT
LOWostd/src/util/id_set.rs41/// if one invokes `Into::<u32>::into()` for an `Id` value,COMMENT
LOWostd/src/util/id_set.rs81 }COMMENT
LOWostd/src/util/id_set.rs101/// ```COMMENT
LOWostd/src/util/macros.rs1// SPDX-License-Identifier: MPL-2.0COMMENT
LOWostd/src/util/macros.rs21///COMMENT
1309 more matches not shown…
Decorative Section Separators27 hits · 106 pts
SeverityFileLineSnippetContext
MEDIUM…/core/comps/mlsdisk/src/layers/1-crypto/crypto_blob.rs24/// ┌─────────┬─────────┬─────────┬──────────────────────────────┐COMMENT
MEDIUM…/core/comps/mlsdisk/src/layers/1-crypto/crypto_blob.rs27/// └─────────┴─────────┴─────────┴──────────────────────────────┘COMMENT
MEDIUM⚡…core/comps/mlsdisk/src/layers/1-crypto/crypto_chain.rs28/// ┌─────────────────────┬───────┬──────────┬──────────┬──────────┬─────────┐COMMENT
MEDIUM⚡…core/comps/mlsdisk/src/layers/1-crypto/crypto_chain.rs31/// └─────────────────────┴───────┴──────────┴──────────┴──────────┴─────────┘COMMENT
MEDIUM⚡…core/comps/mlsdisk/src/layers/1-crypto/crypto_chain.rs33/// ◄─────────────────────────── Block size (4KB) ──────────────────────────►COMMENT
MEDIUM…re/src/net/socket/netlink/route/message/segment/mod.rs28//! ┌────────┬─────────┬──────┬─────────┬──────┬──────┬──────┐COMMENT
MEDIUM…re/src/net/socket/netlink/route/message/segment/mod.rs30//! └────────┴─────────┴──────┴─────────┴──────┴──────┴──────┘COMMENT
MEDIUMkernel/core/src/net/socket/netlink/message/attr/mod.rs21//! ┌────────┬─────────┬─────────┬─────────┐COMMENT
MEDIUMkernel/core/src/net/socket/netlink/message/attr/mod.rs23//! └────────┴─────────┴─────────┴─────────┘COMMENT
MEDIUMkernel/core/src/net/socket/netlink/message/attr/mod.rs42// ┌────────┬───────────────┬──────────┐COMMENT
MEDIUMkernel/core/src/net/socket/netlink/message/attr/mod.rs44// └────────┴───────────────┴──────────┘COMMENT
MEDIUM⚡kernel/core/src/security/tsm.rs90/// ┌────────────────┐COMMENT
MEDIUM⚡kernel/core/src/security/tsm.rs93/// └────────┬───────┘COMMENT
MEDIUM⚡kernel/core/src/security/tsm.rs96/// ┌────────▼───────┐COMMENT
MEDIUM⚡kernel/core/src/security/tsm.rs97/// │InblobProvided ◄─────────┐COMMENT
MEDIUM⚡kernel/core/src/security/tsm.rs98/// └────────┬───────┘ │COMMENT
MEDIUM⚡kernel/core/src/security/tsm.rs101/// ┌────────▼───────┐ │COMMENT
MEDIUM⚡kernel/core/src/security/tsm.rs102/// │OutblobGenerated├─────────┘COMMENT
MEDIUM⚡kernel/core/src/security/tsm.rs103/// └────────────────┘COMMENT
MEDIUMkernel/core/src/fs/fs_impls/ext2/inode/dir/dir_entry.rs18//! ┌──────────────────────────────────────────────────────────┐COMMENT
MEDIUMkernel/core/src/fs/fs_impls/ext2/inode/dir/dir_entry.rs20//! └──────────────────────────────────────────────────────────┘COMMENT
MEDIUM⚡kernel/core/src/fs/file/fs_config_file.rs41/// ┌─────────────┐ create_fs ┌───────────────┐ create_detached_mount ┌───────────────┐COMMENT
MEDIUM⚡kernel/core/src/fs/file/fs_config_file.rs42/// │ Configuring │ ──────────> │ AwaitingMount │ ──────────────────────> │ Reconfiguring │COMMENT
MEDIUM⚡kernel/core/src/fs/file/fs_config_file.rs43/// └──────┬──────┘ └───────────────┘ └───────┬───────┘COMMENT
MEDIUM⚡kernel/core/src/fs/file/fs_config_file.rs45/// └──────────────────────────────┬───────────────────────────────────────┘COMMENT
MEDIUM⚡kernel/core/src/fs/file/fs_config_file.rs47/// ┌────────────────┐COMMENT
MEDIUM⚡kernel/core/src/fs/file/fs_config_file.rs49/// └────────────────┘COMMENT
Structural Annotation Overuse47 hits · 88 pts
SeverityFileLineSnippetContext
LOWostd/libs/ostd-pod/README.md37### Step 1: Edit your `Cargo.toml`COMMENT
LOWostd/libs/ostd-pod/README.md52### Step 2: Edit your `lib.rs` (or `main.rs`)COMMENT
LOWostd/libs/ostd-pod/README.md67### Step 3: Define your first POD typeCOMMENT
LOW⚡…/github_workflows/prepare_for_docker_build_and_push.sh16# Step 1: Login to Docker HubCOMMENT
LOW⚡…/github_workflows/prepare_for_docker_build_and_push.sh23# Step 2: Fetch versionsCOMMENT
LOW⚡…/github_workflows/prepare_for_docker_build_and_push.sh31# Step 3: Check whether each target image already exists.COMMENT
LOW⚡test/nixos/README.md24### Step 1: Copy the TemplateCOMMENT
LOW⚡test/nixos/README.md31### Step 2: Update `Cargo.toml`COMMENT
LOW⚡test/nixos/README.md35### Step 3: Implement Your TestsCOMMENT
LOWtest/initramfs/src/benchmark/README.md97### Step 1: Add the Directory StructureCOMMENT
LOWtest/initramfs/src/benchmark/README.md111### Step 2: Create Necessary FilesCOMMENT
LOWtest/initramfs/src/benchmark/README.md181### Step 3: Update Suite's `summary.json`COMMENT
LOWtest/initramfs/src/benchmark/README.md199### Step 4: Update the CI ConfigurationCOMMENT
LOWtest/initramfs/src/benchmark/README.md212### Step 5: Test, Validate and CommitCOMMENT
LOW⚡…/initramfs/src/regression/io/epoll/test_epoll_pwait.sh12# Step 2: Run epoll_pwait in the backgroundCOMMENT
LOW⚡…/initramfs/src/regression/io/epoll/test_epoll_pwait.sh18# Step 3: Wait for 1 seconds to let epoll_pwait initialize and block SIGUSR1COMMENT
LOW⚡…/initramfs/src/regression/io/epoll/test_epoll_pwait.sh21# Step 4: Send SIGUSR1 to epoll_pwaitCOMMENT
LOW⚡distro/etc_nixos/modules/xfce/start_xfce.sh15# Step 1: run dbusCOMMENT
LOW⚡distro/etc_nixos/modules/xfce/start_xfce.sh23# Step 2: run XorgCOMMENT
LOWdistro/etc_nixos/modules/xfce/start_xfce.sh39# Step 3: initialize Xfce's desktop and D-Bus activation environment.COMMENT
LOW⚡…tro/popular-applications/nix-and-nixos-tools/README.md20# Step 1: Create a clean workspaceCOMMENT
LOW⚡…tro/popular-applications/nix-and-nixos-tools/README.md23# Step 2: Write a C programCOMMENT
LOW⚡…tro/popular-applications/nix-and-nixos-tools/README.md33# Step 3: Write a default.nixCOMMENT
LOW…tro/popular-applications/nix-and-nixos-tools/README.md55# Step 4: Build and runCOMMENT
LOWbook/src/kernel/vm-based-containers/coco.md25## Step 1: Prepare the host kernelCOMMENT
LOWbook/src/kernel/vm-based-containers/coco.md53## Step 2: Enter the CoCo environmentCOMMENT
LOWbook/src/kernel/vm-based-containers/coco.md129## Step 3: Start a CoCo workloadCOMMENT
LOWbook/src/kernel/vm-based-containers/coco.md230## Step 4: Use a local kernel (optional)COMMENT
LOWbook/src/kernel/vm-based-containers/kata.md24## Step 1: Prepare the host kernelCOMMENT
LOWbook/src/kernel/vm-based-containers/kata.md50## Step 2: Enter the Kata-ready environmentCOMMENT
LOWbook/src/kernel/vm-based-containers/kata.md138## Step 3: Start a Kata workloadCOMMENT
LOWbook/src/kernel/vm-based-containers/kata.md230## Step 4: Use a local kernel (optional)COMMENT
LOWkernel/core/comps/cmdline/src/dispatch.rs111 // Step 1: Build lookup from registered param name to handler.COMMENT
LOWkernel/core/comps/cmdline/src/dispatch.rs122 // Step 2: Tokenize the kernel command line and group recognized param by normalized name.COMMENT
LOWkernel/core/comps/cmdline/src/dispatch.rs174 // Step 3: Dispatch each group to its handler.COMMENT
LOW⚡kernel/core/src/fs/fs_impls/ext2/inode/sync.rs21 // Step 1: flush the xattr.COMMENT
LOW⚡kernel/core/src/fs/fs_impls/ext2/inode/sync.rs26 // Step 2: flush dirty data pages.COMMENT
LOW⚡kernel/core/src/fs/fs_impls/ext2/inode/sync.rs31 // Step 3: flush inode-local indirect metadata before inode-table state.COMMENT
LOW⚡kernel/core/src/fs/fs_impls/ext2/inode/sync.rs34 // Step 4: persist inode metadata to the inode-table page cache.COMMENT
LOW⚡kernel/core/src/fs/fs_impls/ext2/inode/sync.rs47 // Step 1: flush dirty data pages.COMMENT
LOW⚡kernel/core/src/fs/fs_impls/ext2/inode/sync.rs50 // Step 2: flush inode-local indirect metadata before inode-table state.COMMENT
LOW⚡kernel/core/src/fs/fs_impls/ext2/inode/sync.rs53 // Step 3: persist inode metadata to the inode-table page cache.COMMENT
LOW⚡kernel/core/src/fs/fs_impls/ext2/inode/dir/mod.rs246 // Step 2: lock all participating inodes in global ino order.COMMENT
LOW⚡kernel/core/src/fs/fs_impls/ext2/inode/dir/mod.rs255 // Step 3: validate invariants under lock.COMMENT
LOW⚡kernel/core/src/fs/fs_impls/ext2/inode/dir/mod.rs258 // Step 4: apply directory mutations and metadata updates.COMMENT
LOWkernel/core/src/fs/fs_impls/overlayfs/inode/lookup.rs60 // Step 1 - the real id: the identity module resolves it from the stack, record included.COMMENT
LOWkernel/core/src/fs/fs_impls/overlayfs/inode/lookup.rs69 // Step 2 - the published number, drawn once here and repeated for the instance's lifetime.COMMENT
AI Slop Vocabulary24 hits · 72 pts
SeverityFileLineSnippetContext
MEDIUMCargo.toml242# FIXME: to utilize `AES-NI` and `CLMUL` intrinsics, some specific flags must be added to `RUSTFLAGS`,COMMENT
MEDIUMostd/src/arch/x86/kernel/tsc.rs32/// leverage the PIT to calculate the TSC frequency.COMMENT
MEDIUMostd/src/arch/riscv/boot/smp.rs73 // FIXME: We should find a robust method to identify the managementCOMMENT
MEDIUMostd/src/arch/riscv/cpu/extension.rs18 // FIXME: We should find a robust method to identify the managementCOMMENT
MEDIUMostd/src/mm/frame/meta.rs86 /// - the subsequent fields can utilize the padding of theCOMMENT
MEDIUMostd/src/sync/wait.rs67 /// more efficient and robust.COMMENT
MEDIUM…nitramfs/src/regression/process/pthread/pthread_test.c117// The test case of robust mutexCOMMENT
MEDIUM…nitramfs/src/regression/process/pthread/pthread_test.c158 // Init robust mutexCOMMENT
MEDIUM…s/aster-code-review/benchmark/validate_problem_yaml.sh48 # The numeric part is the stable id the harness/CLI select by (slugs get reworded),COMMENT
MEDIUM…gents/skills/aster-code-review/benchmark/problems.yaml23# the harness never shows them to the review agent.COMMENT
MEDIUM.agents/skills/aster-code-review/benchmark/run.sh6# run.sh — benchmark harness for aster-code-review.COMMENT
MEDIUM.agents/skills/aster-code-review/benchmark/run.sh12# do the launching, so this harness names no agentCOMMENT
MEDIUM.agents/skills/aster-code-review/benchmark/run.sh57# so this harness names no agent.COMMENT
MEDIUM.agents/skills/aster-code-review/benchmark/run.sh287 # Pass iff every attempted problem produced a review (no harness errors) and at least one ranCOMMENT
MEDIUM.agents/skills/aster-code-review/benchmark/run.sh296 # every negative clean, no harness error, >=1 defect measured.COMMENT
MEDIUM…nts/skills/aster-code-review/scripts/resolve_target.sh34# --- parse: quote-aware tokenizer + grammar (in python for a robust parse) ----COMMENT
MEDIUM.github/workflows/test_nixos_full.yml1# A comprehensive test for NixOS.COMMENT
MEDIUMbook/lychee.toml49# Number of threads to utilize. Defaults to number of cores available to the system if omitted.COMMENT
MEDIUMkernel/core/src/thread/work_queue/mod.rs48//! Certainly, users can also create a dedicated WorkQueue and WorkerPool.COMMENT
MEDIUMkernel/core/src/process/execve.rs217 // is initialized. Hence, it is necessary to clear the previously recorded robust list.COMMENT
MEDIUMkernel/core/src/process/posix_thread/robust_list.rs3//! The implementation of robust list is from occlum.COMMENT
MEDIUMkernel/core/src/process/posix_thread/robust_list.rs38 /// Return an iterator for all futexes in the robust list.COMMENT
MEDIUMkernel/core/src/process/posix_thread/robust_list.rs132/// Attempts to wake a robust futex owned by the given thread.COMMENT
MEDIUMkernel/core/src/process/posix_thread/exit.rs161/// Walks the robust futex list, marking futex dead and waking waiters.COMMENT
Verbosity Indicators22 hits · 46 pts
SeverityFileLineSnippetContext
LOW⚡…/github_workflows/prepare_for_docker_build_and_push.sh16# Step 1: Login to Docker HubCOMMENT
LOW⚡…/github_workflows/prepare_for_docker_build_and_push.sh23# Step 2: Fetch versionsCOMMENT
LOW⚡…/github_workflows/prepare_for_docker_build_and_push.sh31# Step 3: Check whether each target image already exists.COMMENT
LOW⚡…/initramfs/src/regression/io/epoll/test_epoll_pwait.sh12# Step 2: Run epoll_pwait in the backgroundCOMMENT
LOW⚡…/initramfs/src/regression/io/epoll/test_epoll_pwait.sh18# Step 3: Wait for 1 seconds to let epoll_pwait initialize and block SIGUSR1COMMENT
LOW⚡…/initramfs/src/regression/io/epoll/test_epoll_pwait.sh21# Step 4: Send SIGUSR1 to epoll_pwaitCOMMENT
LOW⚡distro/etc_nixos/modules/xfce/start_xfce.sh15# Step 1: run dbusCOMMENT
LOW⚡distro/etc_nixos/modules/xfce/start_xfce.sh23# Step 2: run XorgCOMMENT
LOWdistro/etc_nixos/modules/xfce/start_xfce.sh39# Step 3: initialize Xfce's desktop and D-Bus activation environment.COMMENT
LOWkernel/core/comps/cmdline/src/dispatch.rs111 // Step 1: Build lookup from registered param name to handler.COMMENT
LOWkernel/core/comps/cmdline/src/dispatch.rs122 // Step 2: Tokenize the kernel command line and group recognized param by normalized name.COMMENT
LOWkernel/core/comps/cmdline/src/dispatch.rs174 // Step 3: Dispatch each group to its handler.COMMENT
LOW⚡kernel/core/src/fs/fs_impls/ext2/inode/sync.rs21 // Step 1: flush the xattr.COMMENT
LOW⚡kernel/core/src/fs/fs_impls/ext2/inode/sync.rs26 // Step 2: flush dirty data pages.COMMENT
LOW⚡kernel/core/src/fs/fs_impls/ext2/inode/sync.rs31 // Step 3: flush inode-local indirect metadata before inode-table state.COMMENT
LOW⚡kernel/core/src/fs/fs_impls/ext2/inode/sync.rs34 // Step 4: persist inode metadata to the inode-table page cache.COMMENT
LOW⚡kernel/core/src/fs/fs_impls/ext2/inode/sync.rs47 // Step 1: flush dirty data pages.COMMENT
LOW⚡kernel/core/src/fs/fs_impls/ext2/inode/sync.rs50 // Step 2: flush inode-local indirect metadata before inode-table state.COMMENT
LOW⚡kernel/core/src/fs/fs_impls/ext2/inode/sync.rs53 // Step 3: persist inode metadata to the inode-table page cache.COMMENT
LOW⚡kernel/core/src/fs/fs_impls/ext2/inode/dir/mod.rs246 // Step 2: lock all participating inodes in global ino order.COMMENT
LOW⚡kernel/core/src/fs/fs_impls/ext2/inode/dir/mod.rs255 // Step 3: validate invariants under lock.COMMENT
LOW⚡kernel/core/src/fs/fs_impls/ext2/inode/dir/mod.rs258 // Step 4: apply directory mutations and metadata updates.COMMENT
Synthetic Comment Markers4 hits · 28 pts
SeverityFileLineSnippetContext
HIGH…ls/aster-code-review/scripts/post_reviews_to_github.sh126 f"> These comments were generated by AI using the [`aster-code-review`]({url}) "CODE
HIGH…/core/src/net/socket/netlink/message/segment/header.rs64 /// Dump was filtered as requestedCOMMENT
HIGHkernel/core/src/vm/perms.rs46 /// Parses `bits` as requested permissions from user programs and returns errorsCOMMENT
HIGHkernel/core/src/vm/perms.rs58 /// Parses `bits` as requested permissions from user programs and ignores anyCOMMENT
Self-Referential Comments5 hits · 15 pts
SeverityFileLineSnippetContext
MEDIUM.typos.toml1# This file is to help typos avoid false-positives.COMMENT
MEDIUMtools/net/qemu-ifup.sh5# Create a TAP interface.COMMENT
MEDIUMtest/nixos/common/merge_nixos_config.sh66# This file is generated by merge_nixos_config.shCOMMENT
MEDIUMbook/check_rust_api_doc_version.sh16# Define the search pattern.COMMENT
MEDIUMosdk/rustfmt.toml1# This file contains the same content as the rustfmt.toml in the root directory,COMMENT
Redundant / Tautological Comments8 hits · 12 pts
SeverityFileLineSnippetContext
LOWtools/bump_version.sh194 # Check if versions are equalCOMMENT
LOWtools/nixos/run.sh91# Check if the execution was successful:COMMENT
LOWtools/github_workflows/publish_api_docs.sh125# Check if help message should be printedCOMMENT
LOWtest/nixos/common/merge_nixos_config.sh36# Check if input files existCOMMENT
LOWtest/initramfs/src/benchmark/bench_linux_and_aster.sh358 # Check if runtime_config was actually found and non-emptyCOMMENT
LOWtest/initramfs/src/benchmark/common/prepare_host.sh8# Set BENCHMARK_ROOT to the parent directory of the current directory if it is not setCOMMENT
LOWtest/initramfs/src/benchmark/common/bench_runner.sh64 # Check if the benchmark name is validCOMMENT
LOWtest/initramfs/src/regression/fs/run_test.sh76 # Check if file_a's content is updatedCOMMENT
Slop Phrases4 hits · 9 pts
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MEDIUMkernel/core/comps/mlsdisk/src/util/lazy_delete.rs26/// Here is a simple example.COMMENT
LOWkernel/core/src/arch/x86/cpu.rs508 // latest Linux implementation. Please don't forget to update the commit hash after youCOMMENT
MEDIUMkernel/libs/aster-util/src/coeff.rs25/// Here is a simple example of such calculation:COMMENT
LOWkernel/comps/i8042/src/mouse.rs333 // Currently, this method can generate at most 7 events. Don't forget to update this whenCOMMENT
Hyper-Verbose Identifiers6 hits · 6 pts
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LOW…pplications/ai-and-machine-learning/test_tensorflow.py16 def test_gpu_available_flag_type(self):CODE
LOW…pplications/ai-and-machine-learning/test_tensorflow.py23 def test_basic_autograd_linear(self):CODE
LOW…pplications/ai-and-machine-learning/test_tensorflow.py44 def test_linear_regression_training(self):CODE
LOW…r-applications/ai-and-machine-learning/test_pytorch.py16 def test_cuda_available_flag_type(self):CODE
LOW…r-applications/ai-and-machine-learning/test_pytorch.py23 def test_basic_autograd_linear(self):CODE
LOW…r-applications/ai-and-machine-learning/test_pytorch.py47 def test_linear_regression_training(self):CODE
Excessive Try-Catch Wrapping3 hits · 3 pts
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LOW…s/aster-code-review/benchmark/validate_problem_yaml.sh29except Exception as e:CODE
LOW.agents/skills/aster-code-review/scripts/run_agent.sh69 except Exception as e: sys.stderr.write(f"invalid JSON {p}: {e}\n"); sys.exit(3)CODE
LOW…ts/skills/aster-code-review/scripts/assemble_review.sh79 except Exception as e:CODE
Fake / Example Data2 hits · 2 pts
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LOWtest/nixos/tests/development-tools/src/main.rs224 nixos_shell.run_cmd("cd /tmp/git_test2 && git config user.email 'test@test.com'")?;CODE
LOWtest/nixos/tests/development-tools/src/main.rs238 nixos_shell.run_cmd("cd /tmp/git_test3 && git config user.email 'test@test.com'")?;CODE
Example Usage Blocks1 hit · 2 pts
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LOWkernel/libs/typeflags/src/lib.rs20//! // Usage example:COMMENT
Deep Nesting1 hit · 1 pts
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LOW…gents/skills/aster-code-review/scripts/parse_review.py58CODE