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 skills/echoqili/ssh-licco/openspec-workflownpx skills add Echoqili/ssh-licco --skill openspec-workflowgit clone --depth 1 https://github.com/Echoqili/ssh-liccoWhat 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 | $0.00028 | $0.00754 |
| Opus 5 | $0.00014 | $0.00377 |
| Sonnet 5 | $0.00006 | $0.00151 |
| Haiku 4.5 | $0.00003 | $0.00075 |
Grade A, and why
openspec-workflow 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
OpenSpec 规范驱动开发工作流
ssh-licco 使用 OpenSpec 的 spec-driven 工作流管理功能开发。
工作流概览
Propose → Specs → Design → Tasks → Apply → Archive
核心命令快捷方式
在对话中可以使用以下命令启动对应流程：
| 命令 | 作用 |
|---|---|
/opsx:propose |
发起新变更，生成 proposal/design/tasks |
/opsx:apply |
按 tasks 实现当前变更 |
/opsx:explore |
进入探索模式，梳理需求和分析问题 |
/opsx:archive |
归档已完成的变更 |
工作流各阶段
阶段 1：Propose（提议）
用户描述需求后，AI 助手通过 openspec-propose skill 创建：
proposal.md— WHY：变更动机、能力域、影响范围design.md— HOW：技术架构、设计决策tasks.md— DO：checklist 实现任务- 关联已有的
openspec/specs/规范文件
产出检查： openspec status --change "<name>" 显示 isComplete: true
阶段 2：Apply（实现）
通过 openspec-apply-change skill 按 tasks.md 逐个实现：
- 从第一个未完成的任务开始
- 每次实现一个任务，然后标记为
[x] - 遇到阻塞或不确定时暂停并询问用户
- 全部完成后提示归档
命令：
# 查看实现进度
openspec instructions apply --change "<change-name>" --json
# 查看变更状态
openspec status --change "<change-name>"
阶段 3：Archive（归档）
通过 openspec-archive-change skill 归档已完成变更：
- 检查工件和任务完成状态
- 评估 delta spec 同步
- 迁移到
openspec/changes/archive/YYYY-MM-DD-<name>/
命令：
openspec archive <change-name>
项目当前状态
已归档变更
| 归档 | 日期 | 任务数 |
|---|---|---|
2026-06-01-ssh-mcp-implementation |
2026-06-01 | 46 |
现有规范（openspec/specs/）
ssh-connection— 4 需求ssh-command-execution— 6 需求ssh-session-management— 6 需求ssh-file-transfer— 4 需求ssh-docker-management— 3 需求ssh-security— 6 需求
参考
- 完整指南：docs/OPENSPEC_GUIDE.md
- 项目配置：
openspec/config.yaml
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 · 96 lines · 28 tokens per session scan A c5f4228afd02
openspec-workflow is a skill published in the GitHub repository Echoqili/ssh-licco (3 stars, last pushed 14d ago), licensed MIT. It adds 28 tokens to every session and 754 once invoked, about $0.0001 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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