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Agent Skill · 研究检索

stacksmith-review(斯塔克史密斯评论)

stacksmith-review 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

stacksmith-review 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为调用外部服务;许可证信息还不明确,第三方扫描有未通过项,按安装量在研究检索类的 73,675 个 Skill 里排第 72,323。

总安装 188周安装 8GitHub Stars 公开资料未说明下载 66核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
unknown

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:stacksmith-review(斯塔克史密斯评论)
来源仓库:https://github.com/timlai666/skills
仓库路径:skills/stacksmith-review
安装命令:
npx skills add https://github.com/timlai666/skills --skill stacksmith-review
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 npx skills 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

skills.shnpx skills
npx skills add https://github.com/timlai666/skills --skill stacksmith-review

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

stacksmith-review 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 中需要根据关键词或任务场景快速定位候选结果时使用。适用于研究检索类任务,支持基于来源线索和仓库路径进行信息聚合与过滤。

通过 npx skills add 命令从指定 GitHub 仓库安装,需结合原始 README 确认具体用法。安装前建议核实权限范围、维护状态,并注意是否涉及联网、命令执行或文件读写操作。适用宿主包括 Codex、Claude、Cursor、Gemini CLI,接入前应确认版本、权限和运行环境要求。

来源仓库内路径:skills/stacksmith-review

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 Codex、Claude、Cursor、Gemini CLI;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 npx skills add https://github.com/timlai666/skills --skill stacksmith-review;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要调用外部服务,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

stacksmith-review 怎么安装?

在终端执行 npx skills add https://github.com/timlai666/skills --skill stacksmith-review。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

stacksmith-review 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

stacksmith-review 需要什么权限?

权限级别是调用外部服务。该 Skill 可能调用第三方服务、云服务或外部模型 API,使用前需要确认账号、额度、数据发送范围和服务条款。

stacksmith-review 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

stacksmith-review 用的人多吗?

公开数据是累计安装 188 次,近一周安装 8 次,下载 66 次。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

stacksmith-review 安全吗?

第三方扫描有未通过项,风险较高。除非你确认过源码,否则不建议直接安装到常用环境。

值得选的地方和要先想清楚的地方

值得选的地方

  • 同时适配 4 种工具,换客户端不用重新找替代品。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 Codex,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
stacksmith-review

斯塔克史密斯评论 · 本页

188—调用外部服务未明确未通过

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

Command routing

Parse the user's invocation:

  • /stacksmith-review code -> code review mode
  • /stacksmith-review design -> design review mode
  • /stacksmith-review security -> security audit mode

If no mode is provided, ask which review mode they want.

All timeline logs in this skill use:

  • skill: "stacksmith-review"
  • mode: "code-review" | "design-review" | "security"

Mode: code

Preamble (run first)

_BRANCH=$(git branch --show-current 2>/dev/null || echo "unknown")
_REPO=$(basename "$(git rev-parse --show-toplevel 2>/dev/null)" 2>/dev/null || echo "unknown")
echo "BRANCH: $_BRANCH"
echo "REPO: $_REPO"
_BASE=$(git symbolic-ref refs/remotes/origin/HEAD 2>/dev/null | sed 's|refs/remotes/origin/||')
[ -z "$_BASE" ] && git rev-parse --verify origin/main >/dev/null 2>&1 && _BASE="main"
[ -z "$_BASE" ] && git rev-parse --verify origin/master >/dev/null 2>&1 && _BASE="master"
_BASE="${_BASE:-main}"
echo "BASE: $_BASE"
[ -f Gemfile ] && echo "STACK:ruby"
[ -f package.json ] && echo "STACK:node"
( [ -f requirements.txt ] || [ -f pyproject.toml ] ) && echo "STACK:python"
[ -f go.mod ] && echo "STACK:go"
[ -f Cargo.toml ] && echo "STACK:rust"
git fetch origin $_BASE --quiet 2>/dev/null || true
DIFF_INS=$(git diff origin/$_BASE --stat 2>/dev/null | tail -1 | grep -oE '[0-9]+ insertion' | grep -oE '[0-9]+' || echo "0")
DIFF_DEL=$(git diff origin/$_BASE --stat 2>/dev/null | tail -1 | grep -oE '[0-9]+ deletion' | grep -oE '[0-9]+' || echo "0")
DIFF_TOTAL=$((DIFF_INS + DIFF_DEL))
echo "DIFF_LINES: $DIFF_TOTAL"
git diff origin/$_BASE --name-only 2>/dev/null | grep -qiE '(auth|login|session|token|password|permission|role|access)' && echo "SCOPE_AUTH=true" || echo "SCOPE_AUTH=false"
git diff origin/$_BASE --name-only 2>/dev/null | grep -qiE '\.(rb|py|go|rs|java|cs|php)$' && echo "SCOPE_BACKEND=true" || echo "SCOPE_BACKEND=false"
git diff origin/$_BASE --name-only 2>/dev/null | grep -qiE '\.(tsx?|jsx?|vue|svelte|css|scss)$' && echo "SCOPE_FRONTEND=true" || echo "SCOPE_FRONTEND=false"
git diff origin/$_BASE --name-only 2>/dev/null | grep -qiE '(migration|schema|\.sql)' && echo "SCOPE_MIGRATIONS=true" || echo "SCOPE_MIGRATIONS=false"
git diff origin/$_BASE --name-only 2>/dev/null | grep -qiE '(api|routes|endpoints|controllers)' && echo "SCOPE_API=true" || echo "SCOPE_API=false"
_COMMITTERS=$(git log --since="30 days ago" --format="%ae" 2>/dev/null | sort -u | wc -l | tr -d ' ')
[ "${_COMMITTERS:-0}" -gt 1 ] && echo "REPO_MODE=collaborative" || echo "REPO_MODE=solo"

If on the base branch with no diff: "Nothing to review - you're on the base branch. Switch to a feature branch."

Step 1 - Scope drift detection

Before reviewing code quality, check whether they built what was requested:

git log origin/$_BASE..HEAD --oneline 2>/dev/null
cat TODOS.md 2>/dev/null | head -20
cat PLAN.md 2>/dev/null | head -30

Identify stated intent from commit messages, PLAN.md, and TODOS.md. Run git diff origin/$_BASE --stat and compare files changed vs. stated intent.

Output:

Scope Check: [CLEAN / DRIFT DETECTED / REQUIREMENTS MISSING]
Intent: <1-line summary>
Delivered: <1-line summary>
[If drift: each out-of-scope change]
[If missing: each unaddressed requirement]

This is informational only.

Step 2 - Get the diff

git fetch origin $_BASE --quiet
git diff origin/$_BASE

If diff is over 500 lines: ask the user which areas to focus on first.

Step 3 - Critical pass (core review)

Apply against the full diff.

SQL and data safety:

  • string interpolation in SQL
  • user-controlled input in WHERE/ORDER BY without parameterization
  • missing DB transactions on multi-step writes
  • unbounded queries
  • locking migrations
  • non-reversible migrations

Race conditions and concurrency:

  • check-then-act without atomic locking
  • find_or_create_by without uniqueness constraints
  • shared mutable state
  • await inside loops where Promise.all is possible
  • missing locks

Auth and trust boundaries:

  • new routes missing auth middleware
  • authorization defaulting to allow
  • direct object reference
  • token validation without expiration
  • untrusted input without validation

Error handling:

  • promises without .catch() or try/catch
  • catch-all handlers
  • swallowed errors
  • external API calls without timeout
  • missing null/undefined guards

Completeness gaps:

  • new enum/status values not handled everywhere
  • new API response fields not handled in consumers
  • new code paths with no tests

Confidence calibration

Every finding must include a confidence score.

ScoreMeaningAction
9-10Verified by reading specific codeShow normally
7-8High-confidence pattern matchShow normally
5-6ModerateShow with caveat
3-4Low confidenceAppendix only
1-2SpeculationOnly report if P0

Finding format:

[P0/P1/P2] (confidence: N/10) file:line - description

Step 4 - Specialist dispatch

Always dispatch when DIFF_LINES >= 50:

  1. Testing specialist
  2. Maintainability specialist

Conditional: 3. Security specialist if SCOPE_AUTH=true or backend diff > 100 lines 4. Performance specialist if backend or frontend scope exists 5. Data migration specialist if migration scope exists 6. API contract specialist if API scope exists

If DIFF_LINES < 50: skip specialists and print Small diff ($DIFF_LINES lines) - specialists skipped.

Dispatch selected specialists in parallel via Agent. Each specialist gets:

  • the relevant checklist
  • stack context
  • JSON-lines output format
  • NO FINDINGS when clean

Deduplicate by path:line:category, keep highest confidence, apply gates, compute:

quality_score = max(0, 10 - (critical_count * 2 + informational_count * 0.5))

Testing specialist checklist:

Missing negative-path tests
Missing edge-case coverage
Test isolation violations
Flaky test patterns
New public functions with zero coverage
Changed methods where tests only cover old behavior

Security specialist checklist:

Missing input validation at trust boundaries
Auth/authz checks defaulting to allow
Direct object reference
Role escalation
Weak hashing
Non-constant-time comparison on secrets
Secrets in source code
XSS escape hatches with user data
Command injection
SSRF
Path traversal

Performance specialist checklist:

N+1 queries
Missing DB indexes
O(n^2) patterns
Linear search inside maps
String concatenation in loops
Heavy new production dependencies
Barrel imports
Fetch waterfalls
Unbounded list endpoints
Synchronous I/O inside async handlers

Data migration specialist checklist:

Non-reversible migrations
Table-locking ALTER TABLE
Missing indexes on new foreign keys
Data backfill in migration
Migration assumes specific data state
Old schema removed before old code is gone

API contract specialist checklist:

Response shape changed without version bump
Required/optional contract drift
New required request field without default
Error response shape changed
Pagination contract changed
Auth requirement changed on existing endpoint

Adversarial subagent (always runs):

You are an adversarial reviewer. Read the diff with `git diff origin/<BASE>`.

Think like an attacker and a chaos engineer. Find ways this code will fail in
production - not style issues, not missing tests, actual breakage or security holes.

Look specifically for:
- race conditions
- auth bypasses
- silent data corruption
- resource leaks
- swallowed failures
- trust boundary violations

For each finding: describe the exact failure scenario and classify as
FIXABLE or INVESTIGATE.

Step 5 - Fix-first

Output summary header:

Pre-Landing Review: N issues (X critical, Y informational) - PR Quality: N/10

Classify findings as AUTO-FIX or ASK.

AUTO-FIX examples:

  • missing .catch()
  • missing null guard where nullability is demonstrated
  • missing LIMIT on an unbounded query
  • obvious typo in an error message

ASK examples:

  • auth checks
  • race-condition fixes
  • API contract changes
  • anything touching payments, sessions, or sensitive data

For AUTO-FIX items:

  • apply each fix
  • commit with git commit -m "fix: [description] (stacksmith-review code)"
  • report [AUTO-FIXED] file:line - problem - what was done

For ASK items: batch them into one AskUserQuestion with recommended fixes.

Step 6 - Documentation staleness check

for doc in README.md ARCHITECTURE.md CONTRIBUTING.md CLAUDE.md; do
  [ -f "$doc" ] && echo "DOC: $doc" || true
done

For each doc found: if the diff changes behavior described there and the doc was not updated, flag it as informational and suggest /stacksmith-release docs.

Final output format

## Code Review [branch] [date]
Scope Check: [CLEAN / DRIFT / MISSING]
Diff: N lines (+N/-N across N files)
Specialists: [list dispatched]
PR Quality Score: N/10

### AUTO-FIXED (N issues)
- file:line - description - what was done

### NEEDS DECISION (N issues)
[batched AskUserQuestion]

### INFORMATIONAL NOTES
- file:line - observation

### Looks good
- [things done well]

### Adversarial review
[Findings or "No additional issues found"]

Log

echo "{\"ts\":\"$(date -u +%Y-%m-%dT%H:%M:%SZ)\",\"skill\":\"stacksmith-review\",\"mode\":\"code-review\",\"branch\":\"$(git branch --show-current 2>/dev/null || echo 'N/A')\",\"outcome\":\"success\",\"repo\":\"$(basename $(git rev-parse --show-toplevel 2>/dev/null) 2>/dev/null || echo 'N/A')\"}" >> ~/.mystack/timeline.jsonl

Mode: design

Preamble (run first)

_BRANCH=$(git branch --show-current 2>/dev/null || echo "unknown")
_BASE=$(git symbolic-ref refs/remotes/origin/HEAD 2>/dev/null | sed 's|refs/remotes/origin/||')
_BASE="${_BASE:-main}"
echo "BRANCH: $_BRANCH"
git diff origin/$_BASE --name-only 2>/dev/null | grep -iE '\.(tsx?|jsx?|vue|svelte|css|scss|html)$'
[ -f DESIGN.md ] && echo "DESIGN_SPEC: DESIGN.md" || echo "DESIGN_SPEC: none"

If DESIGN_SPEC exists: read it and use it as the review standard.

Step 1 - Read the code before auditing

For each changed frontend file, read it fully, not just the diff. Understand:

  • component structure and hierarchy
  • states rendered
  • user interactions handled
  • page context

Step 2 - Audit (10 dimensions)

Rate each from 0 to 10. For low scores, write one concrete code-level fix.

DimensionScoreFindingFix
Hierarchy?[what's wrong][specific code change]
Whitespace?
Typography?
Color?
Consistency?
Copy?
Empty states?
Error states?
Motion?
Mobile?

AI slop scan

Flag any present:

Slop patternPresent?Location
Generic action labels?
Empty state boilerplate?
Error boilerplate?
Non-grid spacing?
3+ nested card levels?
dangerouslySetInnerHTML or .html_safe with user content?
No hierarchy?
Spinner-only loading states?
7+ column tables all shown by default?
Disabled buttons with no visual communication?

Step 3 - Interact for judgment calls

For fixes that change user-facing copy or significantly alter layout, ask one AskUserQuestion before changing:

[Re-ground: which component, which screen]

[Problem in plain English]

RECOMMENDATION: A because [one-line reason]

A) [Specific change]
B) [Alternative]
C) Leave as-is

One question at a time.

Step 4 - Fix (atomic commits per dimension)

For each issue:

  1. Make the fix
  2. Commit atomically:
git commit -m "design: [dimension] - [specific change]"

One commit per dimension. Do not bundle changes.

Step 5 - Report

## Design Review [component/page] [date]

### Scope
Files reviewed: [list]
Changed frontend files: [list]

### Dimension scores
| Dimension | Before | After |
[table]

### AI slop resolved
| Pattern | Where | Fix |
[table]

### Commits
[list of commits]

### Remaining
- [issue] - needs: [what]

Log

echo "{\"ts\":\"$(date -u +%Y-%m-%dT%H:%M:%SZ)\",\"skill\":\"stacksmith-review\",\"mode\":\"design-review\",\"branch\":\"$(git branch --show-current 2>/dev/null || echo 'N/A')\",\"outcome\":\"success\",\"repo\":\"$(basename $(git rev-parse --show-toplevel 2>/dev/null) 2>/dev/null || echo 'N/A')\"}" >> ~/.mystack/timeline.jsonl

Mode: security

Preamble (run first)

_BRANCH=$(git branch --show-current 2>/dev/null || echo "unknown")
_BASE=$(git symbolic-ref refs/remotes/origin/HEAD 2>/dev/null | sed 's|refs/remotes/origin/||')
_BASE="${_BASE:-main}"
echo "BRANCH: $_BRANCH"
git diff origin/$_BASE --name-only 2>/dev/null | head -30
git diff origin/$_BASE --name-only 2>/dev/null | grep -qiE '(auth|login|session|token|password|permission|role|access|oauth|jwt)' && echo "SCOPE_AUTH=true" || echo "SCOPE_AUTH=false"
git diff origin/$_BASE --name-only 2>/dev/null | grep -qiE '(payment|billing|stripe|charge|invoice|subscription)' && echo "SCOPE_PAYMENT=true" || echo "SCOPE_PAYMENT=false"
git diff origin/$_BASE --name-only 2>/dev/null | grep -qiE '(upload|file|attachment|media|s3|blob|storage)' && echo "SCOPE_UPLOAD=true" || echo "SCOPE_UPLOAD=false"
git diff origin/$_BASE --name-only 2>/dev/null | grep -qiE '(api|routes|endpoints|webhook|controller|handler)' && echo "SCOPE_API=true" || echo "SCOPE_API=false"
[ -f Gemfile ] && echo "STACK:ruby"
[ -f package.json ] && echo "STACK:node"
( [ -f requirements.txt ] || [ -f pyproject.toml ] ) && echo "STACK:python"
[ -f go.mod ] && echo "STACK:go"

Zero-noise policy

Report a finding only if all three are true:

  1. Confidence >= 8/10
  2. Concrete exploit scenario
  3. Independently verified at exact file:line

Confidence calibration:

  • 10: confirmed vulnerability
  • 9: very high
  • 8: high
  • 6-7: appendix only
  • 0-5: do not report

Step 1 - Automated quick scan

grep -rEn "(api_key|api_secret|secret_key|password|passwd|private_key|access_token)\s*[:=]\s*['\"][^'\"]{8,}" \
  --include="*.rb" --include="*.py" --include="*.ts" --include="*.js" --include="*.go" \
  --exclude-dir=node_modules --exclude-dir=.git --exclude-dir=vendor . 2>/dev/null | \
  grep -iv "example\|placeholder\|your_\|<.*>\|ENV\[" | head -20

grep -rEn "\".*\+.*params\|'.*\+.*params\|query.*\+.*user\|sql.*\+.*input\|execute.*\+" \
  --include="*.rb" --include="*.py" --include="*.ts" --include="*.js" . 2>/dev/null | \
  grep -v node_modules | head -10

npm audit --json 2>/dev/null | python3 -c "
import sys,json
try:
  d=json.load(sys.stdin)
  v=d.get('vulnerabilities',{})
  crit=[k for k,v2 in v.items() if v2.get('severity')=='critical']
  high=[k for k,v2 in v.items() if v2.get('severity')=='high']
  print(f'npm audit: {len(crit)} critical, {len(high)} high')
  for c in crit[:5]: print(f'  CRITICAL: {c}')
except: pass
" 2>/dev/null || true

pip-audit -q 2>/dev/null | head -10 || true

grep -rEn "dangerouslySetInnerHTML|\.html_safe|raw\(|v-html|innerHTML\s*=" \
  --include="*.tsx" --include="*.jsx" --include="*.rb" --include="*.vue" --include="*.ts" \
  --exclude-dir=node_modules . 2>/dev/null | head -10

Step 2 - OWASP Top 10

Check relevant changed files and only report findings that pass the zero-noise test.

  • A01 Broken Access Control
  • A02 Cryptographic Failures
  • A03 Injection
  • A04 Insecure Design
  • A05 Security Misconfiguration
  • A06 Vulnerable Components
  • A07 Authentication Failures
  • A08 Software Integrity
  • A09 Security Logging
  • A10 SSRF

For each, inspect the actual code paths and document checked-clean areas too.

Step 3 - STRIDE threat model

For each major new component:

ThreatQuestionFinding (if any)
SpoofingCan an attacker impersonate a user, service, or system?
TamperingCan data be modified in transit or at rest without detection?
RepudiationCan users deny actions they took?
Information DisclosureCan sensitive data leak?
Denial of ServiceCan the feature be abused to degrade the service?
Elevation of PrivilegeCan a user gain more access than intended?

Step 4 - Scoped deep dives

If SCOPE_AUTH=true:

  • trace every auth decision
  • verify deny-on-failure
  • look for bypass paths

If SCOPE_PAYMENT=true:

  • verify webhook signatures
  • validate amount server-side
  • require idempotency

If SCOPE_UPLOAD=true:

  • validate file type by content
  • enforce size limits
  • ensure safe serving
  • ensure no path traversal

Step 5 - Report

## Security Audit [date] [branch]

### Summary
Files reviewed: N
Scope: [AUTH / PAYMENT / UPLOAD / API]
Automated scans: npm audit [result], secrets scan [N hits / clean]

### Critical (fix before ship)
[finding blocks]

### High (fix this sprint)
[finding blocks]

### Low (track, not blocking)
[finding blocks]

### Checked, no issues found
- [A01] Access Control: [specific check description]
- [A03] Injection: [what was checked]
[list every checked category]

### Appendix - medium confidence
[findings with confidence 6-7]

If there are no critical or high findings: "Audit complete. No critical or high findings. [N low-priority items in appendix.]"

Log

echo "{\"ts\":\"$(date -u +%Y-%m-%dT%H:%M:%SZ)\",\"skill\":\"stacksmith-review\",\"mode\":\"security\",\"branch\":\"$(git branch --show-current 2>/dev/null || echo 'N/A')\",\"outcome\":\"success\",\"repo\":\"$(basename $(git rev-parse --show-toplevel 2>/dev/null) 2>/dev/null || echo 'N/A')\"}" >> ~/.mystack/timeline.jsonl

平台分布

Codex

33.64%
按下载量换算22

Claude

30.86%
按下载量换算20

Cursor

20.09%
按下载量换算13

Gemini CLI

8.48%
按下载量换算6

安全审计

Gen Agent Trust Hub

通过

Socket

可疑

Snyk

未通过

权限和风险

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安装前确认

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