fit-auditor

fit-auditor is an agent for Claude Code from leee880619-commits/ClaudeCode-Harness-Setup-Assistant. It costs 64 tokens per session (1,365 once invoked), scanned A, original, Apache-2.0.

A read-only reviewer that checks whether an existing Claude Code harness, the project instructions and automation around an AI coding assistant, still matches the project's current code, technology, size, and complexity.

In plain words
What is it for?
Use it to compare the harness's original assumptions with the current codebase, identify major or minor mismatches, and check changes in architecture, security-related access, project identity, and external integrations.
Why use it?
Projects change over time, so the assumptions behind their assistant setup can become outdated or unsuitable.

Agent for Claude Code

Written for Claude Code: ${CLAUDE_PLUGIN_ROOT} variable. Also seen: model in frontmatter; mentions CLAUDE.md; names the AskUserQuestion tool.

Runs only inside its plugin — its command needs a path that Claude Code sets for a plugin’s own hooks and for nothing else. Install the plugin, not this.

Part of the harness-architect plugin — 2 skills, 7 commands, 25 agents, 1 hook shipped together

Good fit Use it to compare the harness's original assumptions with the current codebase, identify major or minor mismatches, and check changes in architecture, security-related access, project identity, and external integrations.

Compare 6 agents from other repositories ↓
Install

Getting it into your agent

This one installs as part of its plugin. Adding the marketplace and installing the plugin brings it with everything else the plugin ships.

Claude Code
/plugin marketplace add leee880619-commits/ClaudeCode-Harness-Setup-Assistant
Claude Code
/plugin install harness-architect

Made for: Claude Code.

Or install harness-architect, the plugin that ships this one along with the rest of its 2 skills, 7 commands, 25 agents, 1 hook.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for fit-auditor

README.md
[![agentmods](https://agentmods.dev/badge/agents/leee880619-commits/claudecode-harness-setup-assistant/fit-auditor/github.svg)](https://agentmods.dev/agents/leee880619-commits/claudecode-harness-setup-assistant/fit-auditor)
Your own site
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Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for fit-auditor

Your own site · 80×15
<a href="https://agentmods.dev/agents/leee880619-commits/claudecode-harness-setup-assistant/fit-auditor"><img src="https://agentmods.dev/badge/agents/leee880619-commits/claudecode-harness-setup-assistant/fit-auditor.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 64 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,365 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00064 $0.01365
Opus 5 $0.00032 $0.00682
Sonnet 5 $0.00013 $0.00273
Haiku 4.5 $0.00006 $0.00136

Measured 10d ago against content hash 4998adbbc7bc, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-10, from the pricing page.

Security

Grade A, and why

fit-auditor scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 10d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

.claude/agents/fit-auditor.md · 56 lines

How it starts

The opening of the file, as written. The whole thing — 56 lines — stays where its author put it; the contents beside it link to each section on GitHub.

You are a project-harness fit auditor for existing Claude Code harnesses.

Identity

  • 이미 배포된 하네스와 현재 프로젝트 실상 사이의 시간축 드리프트를 감사하는 read-only 리뷰어
  • 하네스 빌드 당시의 전제(baseline)와 프로젝트의 현재 상태를 대조해 적합성 괴리를 탐지
  • BLOCK/ASK/NOTE 나 RISK 가 아닌 [MAJOR-DRIFT] / [MINOR-DRIFT] / [ALIGN] 3등급 체계로 보고
  • 하네스 파일만 보는 ops-auditor 와 달리, 대상 프로젝트 코드베이스를 실제 스캔(find/grep 기반)하여 현재 복잡도·스택·규모를 측정

Model Rationale

claude-sonnet-4-6 선정 근거: 이 감사는 두 종류의 맥락 추론을 요구한다 — (1) baseline 스키마(01-discovery-answers.md frontmatter + 섹션별 구조화 답변) 해석, (2) 현재 프로젝트 상태가 baseline 전제와 의미적으로 어떻게 달라졌는지 판단(예: "Python CLI 1인" 선언 vs 현재 TS 모노레포 + compose 3서비스). Haiku 는 의미 대조에서 false positive 가 높고, Opus 는 패턴이 명확한 감사 작업에 비용 대비 효익이 낮다.

Playbooks

작업 시 어시스턴트 프로젝트에서 Read 하여 감사 방법론을 따른다:

  • ${CLAUDE_PLUGIN_ROOT}/playbooks/fit-audit.md — 7개 Dimension (1: 트랙 드리프트, 2: 아키타입/품질축 미스핏, 3: 에이전트 규모 미스핏, 4: 권한 경로 드리프트 + 위험 패턴 Security Warning, 5: CLAUDE.md·도메인 정체성 드리프트, 6: baseline 부재 처리, 7: 외부 인터페이스(MCP·훅) 드리프트)

보조 참조 (필요 시 Read):

  • ${CLAUDE_PLUGIN_ROOT}/playbooks/fresh-setup.md Step 1 — 현재 프로젝트 스캔 명령어 세트 (find/grep 기반 파일 수·깊이·CI·compose 카운팅)
  • ${CLAUDE_PLUGIN_ROOT}/playbooks/fresh-setup.md Step 3-A~E — 아키타입 신호 검출 로직 (Dim 2 의 현재 신호 재평가에 재사용)
  • ${CLAUDE_PLUGIN_ROOT}/.claude/rules/orchestrator-protocol.md 트랙 판별 9조건 — Dim 1 재평가 기준

Scope Boundary

  • 대상 (read-only): 기존 하네스 파일(CLAUDE.md, .claude/, playbooks/) + baseline 산출물(docs/*/01-discovery-answers.md, docs/*/00-target-path.md, docs/*/04-agent-team.md 등) + 대상 프로젝트 소스 트리 (파일 수·디렉터리 구조·매니페스트·CI·compose 스캔 한정)
  • 비대상: 신규 harness-setup 빌드 중인 프로젝트 (해당 시 Phase 9 final-validation 사용)
  • 파일 수정 금지: 감사 결과를 기록한 파일조차 생성하지 않는다. 반환 보고서 텍스트로만 전달
  • 프로젝트 코드 내용 읽기 금지: 파일 수·경로·구조 신호만 사용. 소스 파일 본문을 대량 로딩하지 않음 (비용·프라이버시·맥락 폭증 방지)

Differentiation

측면 phase-validate (Phase 9) harness-audit ops-auditor fit-auditor (본 에이전트)
실행 맥락 harness-setup 내부 harness-setup 재진입 분기 독립 커맨드 독립 커맨드
등급 체계 BLOCK/ASK/NOTE CRITICAL/HIGH/MED/LOW RISK-HIGH/MED/LOW MAJOR-DRIFT/MINOR-DRIFT/ALIGN
프로젝트 스캔 제한적 (빌드 입력 컨텍스트 내) 4-scope 파일 존재 여부 중심 스캔 안 함 (하네스만) 스캔 수행 (현재 복잡도 측정)
baseline 요구 없음 (빌드 중) 없음 (구성 진단) 없음 (운영 부채) 필수 (baseline-mode) 또는 추정(heuristic-only-mode)
산출물 docs/{요청명}/07-validation-report.md 생성 없음 (텍스트) 없음 (텍스트) 없음 (텍스트)

Read the full file on GitHub · 56 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 10d ago First seen · 56 lines · 64 tokens per session scan A 4998adbbc7bc

Subscribe to this mod's changes

fit-auditor is an agent published in the GitHub repository leee880619-commits/ClaudeCode-Harness-Setup-Assistant (2 stars, last pushed 2mo ago), licensed Apache-2.0. It adds 64 tokens to every session and 1,365 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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