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 commands/quickerhub/quicker-rpc/session-analysisgit clone --depth 1 https://github.com/QuickerHub/quicker-rpcWhat 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 | $0.00518 |
| Opus 5 | $0.00000 | $0.00259 |
| Sonnet 5 | $0.00000 | $0.00104 |
| Haiku 4.5 | $0.00000 | $0.00052 |
Grade A, and why
session-analysis 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
QuickerAgent 会话分析（session-analysis）
分析导出的 Agent 对话 JSON，自动跑 trace 规则并给出 prompt / tool / skill 优化建议。先 Read skill：.cursor/skills/quicker-agent-session-review/SKILL.md。
何时执行
- 用户提供了
quicker-agent-*.json导出路径或附件 - 用户问「分析这段 Agent 对话 / 优化 prompt / 为什么 tool 调用这么多」
- benchmark 或手工试跑后，需要解释 trace 问题
输入
- 格式：
quicker-agent-chat-exportv1（QuickerAgent 聊天 → 导出线程） - 默认目录：
%AppData%\QuickerAgent\exports\
执行（Agent 自跑）
有明确路径（用户附件或 @ 文件）：
pwsh -NoProfile -File ./scripts/Invoke-AgentSessionAnalysis.ps1 -ExportPath "<绝对路径>"
自动取最新导出（用户未指定文件）：
pwsh -NoProfile -File ./scripts/Invoke-AgentSessionAnalysis.ps1 -Latest
机器可读 JSON：
pwsh -NoProfile -File ./scripts/Invoke-AgentSessionAnalysis.ps1 -Latest -Json
保存报告（可选）：
pwsh -NoProfile -File ./scripts/Invoke-AgentSessionAnalysis.ps1 -Latest -OutFile agent-gui/.local/session-analysis-last.md
等价 npm（在 agent-gui/）：
pnpm agent-session -- "<export.json>"
pnpm agent-session -- "<export.json>" --json
pnpm agent-session -- --latest
完成后汇报
- 匹配的 benchmark task id（若有）
- E-axis PASS/FAIL
- tool 次数、error/retry 次数、主要 findings（前 3 条）
- Optimization hints 中优先级最高的一条及目标文件
若 exit code ≠ 0：列出 severity=error 的 finding 或 trace rubric violation。
禁止
- 未读 export 就猜测 agent 行为
- 把 UI 交互任务当 QuickerBench 唯一通过标准
- 建议修改 step-runner
inputParams而不引用 export 中的 tool 证据
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 · 64 lines · 0 tokens per session scan A 51461b6ba87c
session-analysis is a command published in the GitHub repository QuickerHub/quicker-rpc (13 stars, last pushed 18d ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 518 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 2026-08-30.
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clarify
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Create or update the feature specification from a natural language feature description.
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Perform a non-destructive cross-artifact consistency and quality analysis across spec.md, plan.md, and tasks.md after task generation.
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Create or update the project constitution from interactive or provided principle inputs.