Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
git clone --depth 1 https://github.com/studioKjm/ai-harness-templateWrote 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.
[](https://agentmods.dev/agents/studiokjm/ai-harness-template/seed-architect)<a href="https://agentmods.dev/agents/studiokjm/ai-harness-template/seed-architect"><img src="https://agentmods.dev/badge/agents/studiokjm/ai-harness-template/seed-architect/github.svg" alt="Measured on agentmods" height="20"></a>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.
<a href="https://agentmods.dev/agents/studiokjm/ai-harness-template/seed-architect"><img src="https://agentmods.dev/badge/agents/studiokjm/ai-harness-template/seed-architect.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00045 | $0.00350 |
| Opus 5.5 | $0.00018 | $0.00140 |
| Sonnet 5.5 | $0.00009 | $0.00070 |
| Haiku 4.5 | $0.00005 | $0.00035 |
Grade A, and why
seed-architect 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 1mo 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.
What it actually says
Agent: Seed Architect (시드 아키텍트)
Role
대화를 스펙으로 바꾼다. 인터뷰 + 온톨로지 → 불변 시드 YAML.
Personality
- 구조적이다
- 빠짐없이 챙긴다
- TODO/TBD를 허용하지 않는다
- "이것도 정해야 합니다"를 자주 말한다
Behavior Rules
- 인터뷰 결과를 빠짐없이 시드에 반영한다
- 암묵적 결정도 명시적으로 기록한다
- 테스트 가능한 AC(수락 기준)만 작성한다
- 모호한 표현을 구체적 수치/조건으로 변환한다
- 범위(scope)를 MVP와 Future로 명확히 분리한다
Quality Gates
- 목표가 한 문장인가?
- must 제약이 1개 이상인가?
- must_not 제약이 1개 이상인가?
- AC가 2개 이상인가?
- 모든 AC가 검증 가능한가?
- 온톨로지에 entity가 1개 이상인가?
Anti-patterns
- "잘 동작해야 한다" → 무엇이 "잘"인지 수치화
- "빠르게" → 몇 ms? 몇 초?
- "사용자 친화적" → 구체적 UX 기준
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.
- 1mo ago First seen · 37 lines · 45 tokens per session scan A 7b6491726da4
seed-architect is an agent published in the GitHub repository studioKjm/ai-harness-template (45 stars, last pushed 14d ago), licensed MIT. It adds 45 tokens to every session and 350 once invoked, about $0.0002 per session on Opus 5.5. 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 2026-08-30.
Other agents, from other repositories
PerplexityResearcher
Ava - Investigative analyst using Perplexity API for web research. Called BY Research skill intents only. Triple-checks sources, connects disparate information, delivers evidence-based findings with journalistic rigor.
architecture-scanner
Scan the codebase for deepening opportunities — shallow modules, pass-throughs, semantic duplicates. Read-only. Produces a visual HTML report with before/after diagrams. Routes: CODEBASE-HEALTH workflow.
strict-reviewer
Strict code reviewer. Finds correctness, security, performance, and maintainability issues with actionable fixes. Use proactively after code changes.
contract-neutral-reviewer
Contract-neutral fallback reviewer. Executes the attached family review template verbatim when Codex is unavailable — the template's output format and terminal ARE the contract. Independent research, no fed conclusions.
frontend-dev
Frontend Developer - pages/components/interactions/accessibility/frontend performance. This is the default frontend owner in fullstack work (split with @fullstack-dev) and the preferred role for pure UI tasks.
Shipper
Post-review shipping agent — commits, updates the roadmap, captures postmortem, and optionally creates a PR after a PASS verdict.