Debugging Strategies
sangrokjung/claude-forge
Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack.
프로젝트의 모든 verify 스킬을 실행하여 통합 패턴 검증 보고서를 생성합니다. An agent skill from sangrokjung/claude-forge.
$ npx skills add sangrokjung/claude-forge --skill verify-implementation -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install sangrokjung/claude-forge verify-implementation --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/sangrokjung/claude-forge.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/verify-implementation .claude/skills/verify-implementation && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "verify-implementation" agent skill from https://github.com/sangrokjung/claude-forge/tree/main/skills/verify-implementation into .claude/skills/verify-implementation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verify-implementation", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/sangrokjung/claude-forge/tree/main/skills/verify-implementationType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add sangrokjung/claude-forge --skill verify-implementation -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install sangrokjung/claude-forge verify-implementation --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sangrokjung/claude-forge.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/verify-implementation .agents/skills/verify-implementation && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "verify-implementation" agent skill from https://github.com/sangrokjung/claude-forge/tree/main/skills/verify-implementation into .agents/skills/verify-implementation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verify-implementation", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add sangrokjung/claude-forge --skill verify-implementation -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install sangrokjung/claude-forge verify-implementation --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sangrokjung/claude-forge.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/verify-implementation .cursor/skills/verify-implementation && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "verify-implementation" agent skill from https://github.com/sangrokjung/claude-forge/tree/main/skills/verify-implementation into .cursor/skills/verify-implementation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verify-implementation", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/sangrokjung/claude-forge.git --path skills/verify-implementation--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add sangrokjung/claude-forge --skill verify-implementation -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install sangrokjung/claude-forge verify-implementation --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sangrokjung/claude-forge.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/verify-implementation .gemini/skills/verify-implementation && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "verify-implementation" agent skill from https://github.com/sangrokjung/claude-forge/tree/main/skills/verify-implementation into .gemini/skills/verify-implementation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verify-implementation", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install sangrokjung/claude-forge verify-implementationInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add sangrokjung/claude-forge --skill verify-implementation -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/sangrokjung/claude-forge.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/verify-implementation .github/skills/verify-implementation && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "verify-implementation" agent skill from https://github.com/sangrokjung/claude-forge/tree/main/skills/verify-implementation into .github/skills/verify-implementation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verify-implementation", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add sangrokjung/claude-forge --skill verify-implementation -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install sangrokjung/claude-forge verify-implementation --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/sangrokjung/claude-forge.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/verify-implementation .opencode/skills/verify-implementation && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "verify-implementation" agent skill from https://github.com/sangrokjung/claude-forge/tree/main/skills/verify-implementation into .opencode/skills/verify-implementation/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verify-implementation", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
verify-implementation프로젝트의 모든 verify 스킬을 실행하여 통합 패턴 검증 보고서를 생성합니다. An agent skill from sangrokjung/claude-forge.
Verify Implementation is an agent skill from sangrokjung/claude-forge. 프로젝트의 모든 verify 스킬을 실행하여 통합 패턴 검증 보고서를 생성합니다. 기능 구현 후, PR 전, 코드 리뷰 시 사용.
Its SKILL.md is about 1.6k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: oh-my-zsh for Claude Code — 16 agents, 35 commands, 32 skills, 21 safety hooks in one install. v4.0 adds an adversarial review loop: a second agent that never sees the first… The licence is MIT.
6 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 34d881d. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Verify Implementation loads about 1.6k tokens when it runs. Until then it costs about 24 tokens; SKILL.md has 660 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from sangrokjung/claude-forge at commit 34d881d, republished under its MIT licence (© sangrokjung). 660 words, ~1,603 tokens.
.claude/skills/verify-implementation/SKILL.md (or your agent's skills folder).프로젝트에 등록된 모든 verify-* 스킬을 실행하여 통합 패턴 검증을 수행합니다:
| 항목 | verification-engine | verify-implementation (이 스킬) |
|---|---|---|
| 대상 | 기술 검증 (빌드, 타입, 린트, 테스트) | 패턴 검증 (코딩 규칙, 아키텍처 패턴, 프로젝트 규약) |
| 트리거 | /handoff-verify | /verify-implementation |
| 자동 수정 | Fixable 9종 즉시 수정 | 사용자 승인 후 수정 (기본) 또는 --fix로 자동 |
두 시스템은 상호보완입니다. 기술 검증은 verification-engine에, 패턴 검증은 이 스킬에 위임합니다.
/handoff-verify 통과 후 패턴 준수 추가 확인 시| 플래그 | 설명 | 기본값 |
|---|---|---|
--fix | 발견 이슈 자동 수정 (사용자 확인 없이) | OFF |
--report-only | 보고서만 생성, 수정 제안 없음 | OFF |
--severity <level> | 특정 심각도 이상만 보고 (CRITICAL/HIGH/MEDIUM/LOW) | LOW (전체) |
--category <name> | 특정 verify-* 스킬만 실행 (예: --category api) | 전체 |
| 레벨 | 설명 | 예시 |
|---|---|---|
| CRITICAL | 즉시 수정 필수. 배포 차단 | 인증 없는 API 엔드포인트, 하드코딩된 시크릿 |
| HIGH | PR 전 수정 권장 | 패턴 위반, 누락된 유효성 검사 |
| MEDIUM | 수정 권장하나 긴급하지 않음 | 네이밍 규칙 불일치, 불필요한 코드 |
| LOW | 개선 제안 | 더 나은 패턴 존재, 문서 보강 필요 |
이 스킬이 실행하는 검증 스킬 목록입니다. /manage-skills가 스킬을 생성/삭제할 때 이 목록을 자동 업데이트합니다.
| # | 스킬 | 설명 |
|---|---|---|
(프로젝트에서 /manage-skills로 생성됨) | (프로젝트별 verify-* 스킬은 각 프로젝트에서 동적으로 생성됩니다) | (프로젝트 지침을 참조하세요) |
위의 실행 대상 스킬 섹션에 나열된 스킬을 확인합니다.
선택적 인수가 제공된 경우:
--category <name> -> verify-<name>* 패턴과 매칭되는 스킬만 필터링--severity <level> -> 모든 스킬 실행 후 해당 심각도 이상만 보고등록된 스킬이 0개인 경우:
## 구현 검증
검증 스킬이 없습니다. `/manage-skills`를 실행하여 프로젝트에 맞는 검증 스킬을 생성하세요.이 경우 워크플로우를 종료합니다.
등록된 스킬이 1개 이상인 경우:
IF 실행 대상 스킬 수 <= 5:
-> 순차 실행 (토큰 절약, 컨텍스트 내 직접 실행)
ELSE IF 실행 대상 스킬 수 >= 6:
-> 병렬 실행 (Task 서브에이전트, fresh context)실행 대상 스킬 테이블과 실행 전략을 표시합니다:
## 구현 검증
다음 검증 스킬을 실행합니다:
| # | 스킬 | 설명 |
|---|------|------|
| 1 | verify-<name1> | <description1> |
| 2 | verify-<name2> | <description2> |
**실행 전략:** 순차 실행 (N개 스킬)
**플래그:** --fix / --report-only / --severity HIGH
검증 시작...실행 대상 스킬 테이블에 나열된 각 스킬에 대해 다음을 수행합니다:
2a. 스킬 SKILL.md 읽기
해당 스킬의 .claude/skills/verify-<name>/SKILL.md를 읽고 다음 섹션을 파싱합니다:
2b. 검사 실행
Workflow 섹션에 정의된 각 검사를 순서대로 실행합니다:
2c. 스킬별 결과 기록
각 스킬 실행 완료 후 진행 상황을 표시합니다:
### verify-<name> 검증 완료
- 검사 항목: N개
- 통과: X개
- 이슈: Y개 (CRITICAL: a, HIGH: b, MEDIUM: c, LOW: d)
- 면제: Z개
[다음 스킬로 이동...]Task 도구로 서브에이전트를 생성하여 병렬 실행합니다:
각 verify-* 스킬에 대해 Task 서브에이전트 생성:
- subagent_type: general-purpose
- model: haiku (비용 최적화)
- prompt: 해당 스킬의 SKILL.md 전체 내용 + 검사 지시
- 결과: 이슈 목록 (파일, 라인, 심각도, 수정 방법)모든 서브에이전트 완료 후 결과를 수집합니다.
모든 스킬 실행 완료 후, 결과를 하나의 보고서로 통합합니다:
## 구현 검증 보고서
### 요약
| 검증 스킬 | 상태 | 이슈 수 | CRITICAL | HIGH | MEDIUM | LOW |
|-----------|------|---------|----------|------|--------|-----|
| verify-<name1> | PASS / FAIL | N | a | b | c | d |
| verify-<name2> | PASS / FAIL | N | a | b | c | d |
**발견된 총 이슈: X개** (CRITICAL: a, HIGH: b, MEDIUM: c, LOW: d)모든 검증 통과 시:
모든 검증을 통과했습니다!
구현이 프로젝트의 모든 패턴/규칙을 준수합니다:
- verify-<name1>: <통과 내용 요약>
- verify-<name2>: <통과 내용 요약>
코드 리뷰 준비가 완료되었습니다.이슈 발견 시:
--severity 플래그에 따라 필터링된 이슈만 표시합니다:
### 발견된 이슈
| # | 심각도 | 스킬 | 파일 | 문제 | 수정 방법 |
|---|--------|------|------|------|-----------|
| 1 | CRITICAL | verify-<name1> | `path/to/file.ts:42` | 문제 설명 | 수정 코드 예시 |
| 2 | HIGH | verify-<name2> | `path/to/file.tsx:15` | 문제 설명 | 수정 코드 예시 |--fix 플래그가 지정된 경우 -> Step 5로 바로 이동 (전체 수정)
--report-only 플래그가 지정된 경우 -> 보고서만 표시하고 종료
그 외의 경우, 이슈가 발견되면 AskUserQuestion을 사용하여 사용자에게 확인합니다:
---
### 수정 옵션
**X개 이슈가 발견되었습니다. 어떻게 진행할까요?**
1. **전체 수정** - 모든 권장 수정사항을 자동으로 적용
2. **CRITICAL/HIGH만 수정** - 심각도 HIGH 이상만 자동 적용
3. **개별 수정** - 각 수정사항을 하나씩 검토 후 적용
4. **건너뛰기** - 변경 없이 종료사용자 선택에 따라 수정을 적용합니다.
"전체 수정" 또는 --fix 선택 시:
모든 수정을 순서대로 적용하며 진행 상황을 표시합니다:
## 수정 적용 중...
- [1/X] verify-<name1>: `path/to/file.ts` 수정 완료 (CRITICAL)
- [2/X] verify-<name2>: `path/to/file.tsx` 수정 완료 (HIGH)
X개 수정 완료."CRITICAL/HIGH만 수정" 선택 시:
CRITICAL과 HIGH 심각도 이슈만 수정합니다.
"개별 수정" 선택 시:
각 이슈마다 수정 내용을 보여주고 AskUserQuestion으로 승인 여부를 확인합니다.
수정이 적용된 경우, 이슈가 있었던 스킬만 다시 실행하여 Before/After를 비교합니다:
## 수정 후 재검증
이슈가 있었던 스킬을 다시 실행합니다...
| 검증 스킬 | 수정 전 | 수정 후 |
|-----------|---------|---------|
| verify-<name1> | X개 이슈 | PASS |
| verify-<name2> | Y개 이슈 | PASS |
모든 검증을 통과했습니다!여전히 이슈가 남은 경우:
### 잔여 이슈
| # | 심각도 | 스킬 | 파일 | 문제 |
|---|--------|------|------|------|
| 1 | HIGH | verify-<name> | `path/to/file.ts:42` | 자동 수정 불가 -- 수동 확인 필요 |
수동으로 해결한 후 `/verify-implementation`을 다시 실행하세요.다음은 문제가 아닙니다:
verify-로 시작하지 않으므로 실행 대상에 포함되지 않음| File | Purpose |
|---|---|
~/.claude/skills/manage-skills/SKILL.md | 스킬 유지보수 (이 파일의 실행 대상 스킬 목록을 관리) |
~/.claude/skills/verification-engine/SKILL.md | 기술 검증 엔진 (상호보완 - 빌드/타입/린트/테스트) |
프로젝트 CLAUDE.md | 프로젝트 지침 |
프로젝트 .claude/skills/verify-*/SKILL.md | 개별 검증 스킬 (이 스킬이 실행) |
© sangrokjung, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/verify-implementation of sangrokjung/claude-forge.
Open the folder on GitHubat commit 34d881d
sangrokjung/claude-forge
Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack.
sangrokjung/claude-forge
Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing.
sangrokjung/claude-forge
Analyze session work and automatically convert reusable patterns into Claude Code skills.
sangrokjung/claude-forge
A skill your agent uses when starting Claude Code projects, writing CLAUDE.md/spec.md, dispatching subagents, or requesting Agent Teams parallel development.
sangrokjung/claude-forge
Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents.
sangrokjung/claude-forge
Measure and shrink the always-loaded context of a Claude Code harness (CLAUDE.md + rules without paths frontmatter) back under budget — migrate narrative to reference files, convert rules to…
프로젝트의 모든 verify 스킬을 실행하여 통합 패턴 검증 보고서를 생성합니다. An agent skill from sangrokjung/claude-forge. Verify Implementation is an agent skill from sangrokjung/claude-forge. 프로젝트의 모든 verify 스킬을 실행하여 통합 패턴 검증 보고서를 생성합니다.
Run `npx skills add sangrokjung/claude-forge --skill verify-implementation -a claude-code`. Or copy the skill folder (skills/verify-implementation in sangrokjung/claude-forge) into .claude/skills/verify-implementation in your project. Claude Code loads it when a task matches its description.
Run `npx skills add sangrokjung/claude-forge --skill verify-implementation -a codex`. Or copy the skill folder (skills/verify-implementation in sangrokjung/claude-forge) into .agents/skills/verify-implementation in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add sangrokjung/claude-forge --skill verify-implementation -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/verify-implementation, .gemini/skills/verify-implementation, .github/skills/verify-implementation and .opencode/skills/verify-implementation in your project.
SKILL.md names no scripts, command-line tools or credentials: Verify Implementation is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Verify Implementation is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.6k tokens (SKILL.md is roughly 6.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
sangrokjung (a GitHub user) maintains it in sangrokjung/claude-forge, which has 852 GitHub stars. The repository holds 24 skills in this directory. The repository was last updated on September 3, 2026.
Source: sangrokjung/claude-forge on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.