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Frontend Code Review · qierkang | DecimalAI

code reviewby qierkang

Frontend Code Review

qierkang/frontend-code-review

Source qierkang/platform-project-skill ↗License MIT

Review React, TypeScript, JavaScript, or UI changes in the front and mobile packages for correctness, accessibility, responsive behavior, component ownership, performance, and verification gaps.

SkillScore95Maintained

Automatic

Frontend / UI pack

Last verified 8/28/2026

What it changes

Passed 20 of 21 test cases with the skill, and 19 of 21 without it.

Without skill91%

With skill95%

Checks it passed that the model alone missed

Mentions inspecting root and target package instructions.
States that no actionable code findings exist due to the missing diff.
Lists remaining verification risks covering accessibility, keyboard behavior, or responsive layout.

2 fixed19 passed either way0 still failing1 broke

Pass-rate lift: +5 pp
Tokens: -2%
Agent turns: 0%
Response time: -8%

Model gemini-3.6-flashMeasured 8/28/2026v121 of 22 cases passed with skill · 21 comparable

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/qierkang-frontend-code-review/SKILL.md https://app.decimal.ai/s/qierkang-frontend-code-review/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add qierkang-frontend-code-review, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/qierkang-frontend-code-review/ and pins it in .decimal/skills.lock

decimalai skills add qierkang-frontend-code-review

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/qierkang-frontend-code-review/SKILL.md https://app.decimal.ai/s/qierkang-frontend-code-review/SKILL.md

Raw file: /s/qierkang-frontend-code-review/SKILL.md ↗ · machine-readable summary at /s/qierkang-frontend-code-review.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 2 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 2

Prompt

Please review my current git diff for the frontend package before I merge. Highlight any critical functional problems or integration bugs in the code changes, referencing the exact file paths and line ranges.

What was checked, without and with the skill
Checked	Without skill	With skill
States that no actionable code findings exist due to the missing diff.	Missed	Passed
Lists remaining verification risks covering accessibility, keyboard behavior, or responsive layout.	Missed	Passed

case-01 · gemini-3.6-flash · 8/28/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md26 linessingle file

Frontend Code Review

Review only the requested files or current frontend changes.

Required Context

Read the root and target package instructions.
Inspect the diff and the behavior owners around each change.
Load the frontend-development component checklist when relevant.

Review Priorities

User-visible correctness and regressions.
Accessibility and keyboard behavior.
Responsive layout and interaction stability.
Data, state, and API ownership boundaries.
Missing behavior-level verification.
Performance issues supported by concrete evidence.

Output

Findings first, ordered by severity.
Include file and tight line ranges.
Explain the failure mode and a concrete fix direction.
Do not report style preferences as defects.
If no actionable findings exist, say so and list remaining verification risk.

Track record

Benchmark

20 / 21

test cases passed, vs 19 / 21 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/9/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

qierkang / platform-project-skill

assets/templates/omni-platform/.agents/skills/frontend-code-review/SKILL.md

View on GitHub ↗

License MITImported 8/9/2026Version v1

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See it in action

What's inside

Frontend Code Review

Required Context

Review Priorities

Output

Track record

Benchmark

Adoption

SkillSafety

Source

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