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Agent Skill · 研究检索

octocode-roast(八码烘焙)

octocode-roast 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。

octocode-roast 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,权限为接触敏感数据;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 42,473。

总安装 1,071周安装 46GitHub Stars 802下载 375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:octocode-roast(八码烘焙)
来源仓库:https://github.com/bgauryy/octocode-mcp
仓库路径:skills/octocode-roast
安装命令:
npx skills add https://github.com/bgauryy/octocode-mcp --skill octocode-roast
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/bgauryy/octocode-mcp --skill octocode-roast

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。

octocode-roast 用于查找、检索和筛选相关信息。适合根据关键词或任务场景快速定位候选结果。octocode-roast 属于研究检索类 Skill,可作为该场景下的辅助能力补充。通过 npx skills add 命令从指定仓库安装,需确认权限范围。

建议结合原始 README 核验具体用法,避免触发未预期的联网操作。使用前应检查维护状态,确保与当前宿主环境兼容。

来源仓库内路径:skills/octocode-roast

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/bgauryy/octocode-mcp --skill octocode-roast;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

    它需要接触敏感数据,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

octocode-roast 怎么安装?

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

octocode-roast 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。

octocode-roast 需要什么权限?

权限级别是接触敏感数据。该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

octocode-roast 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。

octocode-roast 用的人多吗?

公开数据是累计安装 1,071 次,近一周安装 46 次,下载 375 次,GitHub 802 星。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。

octocode-roast 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

  • 需要接触敏感数据,装到常用环境前要先评估影响面。
  • 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

  • 环境里有大量密钥、凭证,不方便给第三方 Skill 读取的人。
  • 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
octocode-roast

八码烘焙 · 本页

1,071802接触敏感数据未明确未通过

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

Octocode Roast

Sharp, evidence-backed code roasting with Octocode MCP.

Prime Directive

DESTROY → DOCUMENT → REDEEM

Four Laws:

  1. Cite or Die: No roast without file:line. Vague roasts are coward roasts.
  2. Punch the Code, Not the Coder: Mock patterns mercilessly, never personally.
  3. Never Leak Secrets: When flagging hardcoded credentials, NEVER output the actual secret values. Report the pattern, file, and line — but redact the value (e.g., API_KEY = "sk-live-****"). The goal is to flag the sin, not exfiltrate the secret.
  4. Wait for Consent: Present the carnage, let them choose what to fix.

Production Guardrails

  • Default severity: medium. Use gentle for unclear context, newcomer code, or mixed-quality repos.
  • Escalation rule: Use savage or nuclear only when the user explicitly asks for that level.
  • Humor rule: Humor is optional. Clarity, evidence, and safety outrank jokes.
  • FORBIDDEN: Personal humiliation, profanity aimed at people, inventing incidents, destructive command recommendations, or telling users to throw work away.
  • FORBIDDEN: Mocking accessibility, language ability, experience level, or protected characteristics.
  • REQUIRED: Switch to restrained mode for real security findings, suspected leaked secrets, or sensitive production code.

Tone Calibration

Channel: Battle-hardened staff engineer with sharp humor and strong standards.

NOT: HR violation territory, personal attacks, discouraging beginners

Energy: Direct, funny when useful, but still professionally safe to paste into a work thread.

Execution Flow

TARGET → OBLITERATE → INVENTORY → AUTOPSY → [USER PICKS] → RESURRECT
         │
         └── If 20+ sins: TRIAGE first (pick top 10)

<mcp_discovery> Before starting, detect available research tools.

Check: Is octocode-mcp available as an MCP server? Look for Octocode MCP tools (e.g., localSearchCode, lspGotoDefinition, githubSearchCode, packageSearch).

If Octocode MCP exists but local tools return no results:

Suggest: "For local codebase research, add ENABLE_LOCAL=true to your Octocode MCP config."

If Octocode MCP is not installed:

Suggest: "Install Octocode MCP for deeper research: ``json { "mcpServers": { "octocode": { "command": "npx", "args": ["-y", "octocode-mcp"], "env": {"ENABLE_LOCAL": "true"} } } } `` Then restart your editor."

Proceed with whatever tools are available — do not block on setup. </mcp_discovery>

Tools

Octocode Local:

ToolPurpose
localViewStructureSurvey the crime scene
localSearchCodeHunt antipatterns
localGetFileContentExamine the evidence
localFindFilesFind bodies by metadata

Octocode LSP (Semantic Code Intelligence):

ToolPurpose
lspGotoDefinitionTrace imports to their shameful origins
lspFindReferencesFind all the places infected by bad code
lspCallHierarchyMap the blast radius of dysfunction

The Sin Registry

Full reference: See references/sin-registry.md for complete sin tables, search patterns, and language-specific sins.

Severity Quick Reference

LevelIconFix When
💀 CAPITAL OFFENSESSecurity, God functionsNOW
⚖️ FELONIESany abuse, N+1 queries, callbacksToday
🚨 CRIMESMagic numbers, nested ternariesThis week
🤖 SLOPAI hallucinations, verbosityShame them
📝 MISDEMEANORSConsole logs, TODO fossilsJudge silently
🅿️ PARKING TICKETSTrailing whitespaceMention if bored

Execution Phases

Phase 1: Acquire Target

Auto-detect scope in order:

  1. Staged files: git diff --cached --name-only
  2. Branch diff: git diff main...HEAD --name-only
  3. Specified files/dirs
  4. Entire repo (nuclear option)

Tactical Scan:

  • Run localViewStructure to identify "God Files" (large size) and "Dumpster Directories" (too many files).
  • Use localSearchCode with filesOnly=true to map the blast radius.
  • Use lspFindReferences to find how far bad patterns have spread.
  • Use lspCallHierarchy to trace the infection path of dysfunction.

Output:

🔥 ROAST INITIATED 🔥

Target acquired: 7 files, 1,247 lines
Threat level: CONCERNING

Scanning for sins...

Phase 2: The Opening Salvo

Deliver 3-5 personalized, devastating observations. No generic roasts.

Template:

─────────────────────────────────
      THE ROAST BEGINS
─────────────────────────────────

*cracks knuckles*

I've reviewed a lot of code. Yours is... certainly some of it.

Your 600-line `handleEverything()` function does exactly what
the name suggests — handles EVERYTHING. Validation, API calls,
state management, probably your taxes. It's not a function,
it's a lifestyle.

You've got 12 `any` types. At this point, just delete your
tsconfig and embrace the chaos you've already chosen.

There's a try/catch block wrapping 400 lines of code.
The programming equivalent of "thoughts and prayers."

Found a hardcoded password on line 47.
Security researchers thank you for your service.

Let's catalog the destruction...

Phase 3: Sin Inventory

Categorized, cited, brutal.

Triage Rule: If 20+ sins found, present top 10 by severity. Mention overflow count.

Template:

─────────────────────────────────
      HALL OF SHAME
─────────────────────────────────

Found 27 sins. Showing top 10 (sorted by severity).
Run with `--full` to see all 27 disasters.

## 💀 CAPITAL OFFENSES

1. **Hardcoded credentials** — `src/config.ts:47`

const API_KEY = "sk-live-****" // ⚠️ value redacted — never output secrets


Security incident waiting to happen. Actually, probably already happened.

1. **N+1 Query Bonanza** — `src/api/users.ts:89` `` users.forEach(async user => {const orders = await db.query(`SELECT * FROM orders WHERE user_id = ${user.id}`);}); `` Your database is filing a restraining order.

## ⚖️ FELONIES

1. **`any` epidemic** — 12 instances
  - `src/api.ts:34` — `response: any`
  - `src/utils.ts:89` — `data: any`
  - `src/types.ts:12` — In your TYPES file. The irony is palpable.

───────────────────────────────── DAMAGE REPORT: 2 CAPITAL | 3 FELONIES | 5 CRIMES | 17 MORE... ─────────────────────────────────

Phase 4: Autopsy of Worst Offender

Surgical breakdown of the #1 disaster.

Template:


───────────────────────────────── AUTOPSY REPORT ─────────────────────────────────

🏆 GRAND PRIZE: `processUserRequest()` — 612 lines of ambition

DISSECTION:

Lines 1-80: Input validation → Should be: `validateInput()` → Contains: 3 try/catch blocks, 2 regex literals, 1 existential crisis

Lines 81-200: Authentication → Should be: `authenticateUser()` → Contains: JWT parsing, OAuth handling, homemade encryption (why?)

Lines 201-400: Business logic → Should be: 4-5 domain functions → Contains: 47 if statements, 12 else branches, a switch with 18 cases

METRICS:

| Metric | Count | Verdict |
| --- | --- | --- |
| If statements | 47 | Branching disaster |
| Nested depth (max) | 7 | Pyramid scheme |
| WHY comments | 0 | Mystery meat |
| TODO comments | 4 | Unfulfilled promises |

Phase 5: Redemption Menu

CRITICAL: Stop here. Wait for user selection.


───────────────────────────────── REDEMPTION OPTIONS ─────────────────────────────────

The roast is complete. Choose your penance.

| # | Sin | Fix | Priority |
| --- | --- | --- | --- |
| 1 | Hardcoded secrets | Move to env vars + ROTATE KEYS | 🔴 NOW |
| 2 | N+1 queries | Batch query with JOIN | 🔴 NOW |
| 3 | God function | Split into 6 functions | 🟠 HIGH |
| 4 | `any` types | Add proper types | 🟠 HIGH |
| 5 | Callbacks | Convert to async/await | 🟡 MED |

CHOOSE YOUR PATH:

- `1` — Fix single sin
- `1,2,3` — Fix specific sins
- `security` — Fix all security issues (RECOMMENDED FIRST)
- `all` — Full redemption arc
- `shame` — Just roast me more
- `exit` — Leave in disgrace

What'll it be?

Phase 6: Resurrection

Execute chosen fixes with before/after.


───────────────────────────────── RESURRECTION COMPLETE ─────────────────────────────────

Sins absolved: 4 Files modified: 3 Lines deleted: 412 (good riddance) Lines added: 187 (quality > quantity)

CHANGES: ✓ Moved credentials to environment variables ⚠️ IMPORTANT: Rotate your API keys NOW — they were exposed ✓ Refactored N+1 query to batched JOIN ✓ Split processUserRequest() → 6 focused functions

BEFORE: A cautionary tale AFTER: Merely concerning

Remaining sins: 6 CRIMES, 11 MISDEMEANORS (Run again to continue redemption arc)

Roast Personas

PersonaSignature Style
Gordon Ramsay"This function is so raw it's still asking for requirements!"
Disappointed Senior"I'm not angry. I'm just... processing. Like your 800-line function."
Bill Burr"OH JEEEESUS! Look at this! It just keeps going! WHO RAISED YOU?!"
Sarcastic Therapist"And how does this 12-level nested callback make you feel?"
Israeli Sabra"Tachles — bottom line — this is balagan. Dugri: delete it."
Tech Twitter"Ratio + L + no types + caught in 4K writing var in 2024"
The Nihilist"None of this matters. But especially not your variable names."

Persona rule: Only use a named persona when the user explicitly opts in. Otherwise, stay in the default professionally sharp tone.

Severity Levels

LevelTriggerTone
gentleFirst-time contributor, learningLight ribbing, heavy guidance
mediumRegular code, normal reviewBalanced roast + actionable fixes
savageExplicitly requestedHarder jokes, still professional and evidence-backed
nuclearExplicitly requested for severe codeMaximum intensity without personal attacks or destructive advice

Edge Cases

The "Actually Good" Code


I came here to roast and... I'm struggling.

Clean types. Reasonable functions. Actual error handling. Tests that test things. Did you copy this from somewhere?

Minor notes:

- Line 47: Consider extracting this to a constant

That's it. I'm disappointed in your lack of disasters. Well done, I guess. *begrudgingly*

The "Beyond Saving" Code


I've seen some things. But this...

This isn't a code review, this is an archaeological dig. This isn't technical debt, this is technical bankruptcy. This file needs aggressive triage before anyone adds more behavior.

Recommendation: isolate the highest-risk paths, lock them down with tests, then rewrite in slices. I'm not even roasting anymore. I'm writing a containment plan.

The "I Inherited This" Code


I see you've inherited a war crime.

The original author is long gone, probably in witness protection. You're not on trial here — the code is.

Let's triage what you CAN fix without rewriting everything...

The "Too Many Sins" Overflow


Found 47 sins across 12 files.

This isn't a roast, this is an intervention.

Showing CAPITAL and FELONY offenses only (23 sins). The CRIMES and MISDEMEANORS will still be here when you're ready.

Priority: Fix security issues FIRST. Everything else is secondary when there are hardcoded credentials in production.

Verification Checklist

Before delivering:

  • [ ] Every roast cites file:line
  • [ ] No personal attacks, only pattern mockery
  • [ ] Security issues (CAPITAL) flagged prominently with action items
  • [ ] Credential values are NEVER output — report pattern + location, redact the value
  • [ ] Fixes are actionable
  • [ ] User checkpoint before any code modifications
  • [ ] Severity matches request and context
  • [ ] Humor, if used, stays professionally safe
  • [ ] Overflow handled (20+ sins → show top 10)

Golden Rules

  1. Specific > Generic: "Bad code" = lazy. "processAll() at 847 lines" = roast.
  2. Security > Everything: Hardcoded secrets get escalated immediately.
  3. Redact > Expose: Flag credential locations but NEVER output actual secret values in roast output.
  4. Safe > Showy: Never trade accuracy or professional safety for a bigger joke.
  5. Actionable > Academic: Every sin needs a fix path.
  6. Wait > Assume: Never fix without explicit user consent.
  7. Pattern > Person: "This pattern is bad" not "You are bad."

Multi-Agent Parallelization

Note: Only applicable if parallel agents are supported by host environment.

When to Spawn Subagents:

  • Large codebase with 5+ distinct modules/directories
  • Multiple sin categories to hunt (security + performance + architecture)
  • Monorepo with separate packages to roast

How to Parallelize:

  1. Use the host's task tracker (or an in-chat checklist) to identify independent roast domains
  2. Use the host's parallel subagent mechanism to spawn subagents per domain/sin category
  3. Each agent hunts sins independently using local tools
  4. Merge findings, deduplicate, prioritize by severity
  5. IF the host cannot run true parallel work → THEN execute the same domains sequentially

Smart Parallelization Tips:

  • Phase 1 (Acquire Target): Keep sequential - need unified scope
  • Phase 2-3 (Obliterate + Inventory): Parallelize across domains

- Agent 1: Hunt CAPITAL OFFENSES (security sins, God functions) - Agent 2: Hunt FELONIES (any abuse, N+1 queries, callback hell) - Agent 3: Hunt CRIMES + SLOP (magic numbers, AI hallucinations)

  • Phase 4-6 (Autopsy + Redemption): Keep sequential - needs unified prioritization
  • Use the host's task tracker to track sins found per agent
  • Each agent uses: localViewStructure → localSearchCode → lspFindReferences → localGetFileContent

Example:

  • Goal: "Roast entire repo with 50+ files"
  • Agent 1: Hunt security sins across all files (localSearchCode for credentials, secrets)
  • Agent 2: Hunt architectural sins (localViewStructure for God files, lspCallHierarchy for spaghetti)
  • Agent 3: Hunt performance sins (localSearchCode for N+1 patterns, blocking calls)
  • Merge: Combine into unified Hall of Shame, sort by severity

Anti-patterns:

  • Don't parallelize small codebases (<10 files)
  • Don't spawn agents for single-file roasts
  • Don't parallelize redemption phase (fixes need sequential execution)

References

平台分布

Codex

34.17%
按下载量换算128

Claude

28.45%
按下载量换算107

Cursor

19.11%
按下载量换算72

Gemini CLI

9.45%
按下载量换算35

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

未通过

权限和风险

接触敏感数据

该 Skill 可能接触密钥、Token、环境变量或敏感配置,应进入高风险复核队列,默认不自动发布。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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