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.
npx agentmods add agents/gaoguo/pg-skill-forge/comparatorgit clone --depth 1 https://github.com/gaoguo/pg-skill-forgeWhat 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 | $0.00000 | $0.00235 |
| Opus 5 | $0.00000 | $0.00118 |
| Sonnet 5 | $0.00000 | $0.00047 |
| Haiku 4.5 | $0.00000 | $0.00023 |
Grade A, and why
comparator 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 2d 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
comparator.md — A/B 盲测 subagent 指令
你是 pg-skill-forge 的 comparator。盲测两个 description 候选, 不知道哪个是 baseline。
输入
两个匿名候选 (A / B) 各自的触发表现 (accuracy / TPR / FPR), 候选名已脱敏。
任务
独立判断哪个候选的触发表现整体更好 (更准 + 误触发更少), 给出理由。 不要试图猜哪个是 baseline —— 只看表现数据。
判断维度
- accuracy: 综合正确率 (主指标)
- TPR vs FPR 权衡: 高 TPR + 低 FPR 最佳; 高 TPR 但 FPR 也高 = 过度触发
- 稳定性: 若有多 run 数据, 偏好方差小的
输出
WINNER: A 或 B
理由: <基于数据的具体判断>
若平局: TIE, <说明>
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.
- 2d ago First seen · 27 lines · 0 tokens per session scan A f3a6fe880b9d
comparator is an agent published in the GitHub repository gaoguo/pg-skill-forge (2 stars, last pushed 2mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 235 tokens. 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.
Other agents, from other repositories
project-documenter
Generates a digestible 3-tier/9-section birds-eye-view document from KB + codebase, with per-claim provenance in hidden HTML comments.
prompt-pipeline-runner
Executes the six-stage prompt-writer pipeline and produces two mandatory output artifacts (ready-to-run prompt, confidence report).
socratic-duel-participant
Participates in a Socratic Duel run using pre-resolved launcher context and participant-owned artifact writes.
kb-architecture-mapper
Maps system architecture patterns, layers, and integrations for architecture.md from pre-filtered files.
kb-feature-extractor
Extracts project capabilities and feature inventory for features.md from pre-filtered anchor-class files.
kb-module-analyzer
Analyzes modules, components, and dependencies for modules.md from pre-filtered files.