MCP Server Builder
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
停机后复工的标准安全流程(水位线追平/积压泄流/服务分批重启)。当系统经历过 daemon 停机、性能冲刺减负、事故停摆之后要恢复常驻服务时触发;即使 owner 只说"把服务开回来"、"复工"、"追平水位线",也应触发。核心使命:绝不让"重启"变成"积压喷发"(2026-07-04 实锤:orchestrator 停机后水位线落后 3240 条,直接重启把机器负载打到 22+,owner…
$ npx skills add Towow-ai/Flowness --skill downtime-recovery -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Towow-ai/Flowness downtime-recovery --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/Towow-ai/Flowness.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/downtime-recovery .claude/skills/downtime-recovery && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "downtime-recovery" agent skill from https://github.com/Towow-ai/Flowness/tree/main/.claude/skills/downtime-recovery into .claude/skills/downtime-recovery/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "downtime-recovery", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/Towow-ai/Flowness/tree/main/.claude/skills/downtime-recoveryType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add Towow-ai/Flowness --skill downtime-recovery -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Towow-ai/Flowness downtime-recovery --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Towow-ai/Flowness.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.claude/skills/downtime-recovery .agents/skills/downtime-recovery && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "downtime-recovery" agent skill from https://github.com/Towow-ai/Flowness/tree/main/.claude/skills/downtime-recovery into .agents/skills/downtime-recovery/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "downtime-recovery", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Towow-ai/Flowness --skill downtime-recovery -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Towow-ai/Flowness downtime-recovery --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Towow-ai/Flowness.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.claude/skills/downtime-recovery .cursor/skills/downtime-recovery && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "downtime-recovery" agent skill from https://github.com/Towow-ai/Flowness/tree/main/.claude/skills/downtime-recovery into .cursor/skills/downtime-recovery/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "downtime-recovery", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/Towow-ai/Flowness.git --path .claude/skills/downtime-recovery--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add Towow-ai/Flowness --skill downtime-recovery -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Towow-ai/Flowness downtime-recovery --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Towow-ai/Flowness.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.claude/skills/downtime-recovery .gemini/skills/downtime-recovery && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "downtime-recovery" agent skill from https://github.com/Towow-ai/Flowness/tree/main/.claude/skills/downtime-recovery into .gemini/skills/downtime-recovery/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "downtime-recovery", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install Towow-ai/Flowness downtime-recoveryInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add Towow-ai/Flowness --skill downtime-recovery -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Towow-ai/Flowness.git skills-src && mkdir -p .github/skills && cp -r skills-src/.claude/skills/downtime-recovery .github/skills/downtime-recovery && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "downtime-recovery" agent skill from https://github.com/Towow-ai/Flowness/tree/main/.claude/skills/downtime-recovery into .github/skills/downtime-recovery/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "downtime-recovery", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Towow-ai/Flowness --skill downtime-recovery -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Towow-ai/Flowness downtime-recovery --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Towow-ai/Flowness.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.claude/skills/downtime-recovery .opencode/skills/downtime-recovery && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "downtime-recovery" agent skill from https://github.com/Towow-ai/Flowness/tree/main/.claude/skills/downtime-recovery into .opencode/skills/downtime-recovery/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "downtime-recovery", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
downtime-recovery停机后复工的标准安全流程(水位线追平/积压泄流/服务分批重启)。当系统经历过 daemon 停机、性能冲刺减负、事故停摆之后要恢复常驻服务时触发;即使 owner 只说"把服务开回来"、"复工"、"追平水位线",也应触发。核心使命:绝不让"重启"变成"积压喷发"(2026-07-04 实锤:orchestrator 停机后水位线落后 3240 条,直接重启把机器负载打到 22+,owner…
Downtime Recovery is an agent skill from Towow-ai/Flowness. 停机后复工的标准安全流程(水位线追平/积压泄流/服务分批重启)。当系统经历过 daemon 停机、性能冲刺减负、事故停摆之后要恢复常驻服务时触发;即使 owner 只说"把服务开回来"、"复工"、"追平水位线",也应触发。核心使命:绝不让"重启"变成"积压喷发"(2026-07-04 实锤:orchestrator 停机后水位线落后 3240 条,直接重启把机器负载打到 22+,owner 被迫立即紧急关停)。
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows. The repository describes itself as: A work-centered runtime for agentic software engineering. Work persists; agents, context, and graphs assemble around it. The licence is Apache-2.0.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit c9d6abe. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
python3From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Downtime Recovery loads about 1.1k tokens when it runs. Until then it costs about 56 tokens; SKILL.md has 319 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from Towow-ai/Flowness at commit c9d6abe, republished under its Apache-2.0 licence (© Towow-ai). 319 words, ~1,123 tokens.
.claude/skills/downtime-recovery/SKILL.md (or your agent's skills folder).我是停机与复工之间的那道闸。系统停机(daemon 停摆/冲刺减负/事故)期间,账本还在被活跃会话写入、任务还在完工、升级还在堆积——停机不是暂停,是欠债。我的职责是:复工时先把债盘清楚,再按安全顺序泄流,让每个服务"温和接管"而不是"积压喷发"。
重启不是恢复,是一次放大器。 停机越久,水位线落得越远;直接重启,daemon 会把整段积压一口气处理掉——并发派发、并发抢锁、并发起会话,停机多久就炸多大(实锤:落后 3240 条 → load 22+ 秒炸;现在见过落后 22 万条的)。
先测量,后动手。 复工的第一动作永远是跑盘点(只读、零副作用),不是 launchctl load。不知道欠了多少债就还债,是赌博。
一次一个,动完核实。 每启动一个服务,先确认它的行为正常(日志/内存/负载)再动下一个。资源门看真信号:memory_pressure 等级 = normal 且换页速率 ≈0 且 load < 核数×1.5 才继续;不达标就停下等,不硬上。(macOS 的"空闲内存 MB"和 swap 占用量都是误导指标,别拿它们做依据——2026-07-05 内存诊断的教训。)
积压的处理是决策,不是默认。 22 万条积压里多数派发早已过期(对应任务可能已被别人做完)。"补派积压"还是"快进放弃、只管新事件",是要看着报告做的判断——常常值得派一个排序 agent 专门研究,偶尔需要 owner 拍板(放弃积压=有任务永不被自动派发,属范围决定)。
修好的代码不会自动进正在跑的旧进程。(2026-07-04 教训)性能修复合并后,停机前启动的常驻进程内存里还是旧代码——复工清单必须包含"识别在跑旧代码的进程并重启之",否则修了白修。
python3 .claude/downtime-recovery/survey.py # 人读(从仓库根运行)
python3 .claude/downtime-recovery/survey.py --json # 喂排序 agent(从仓库根运行)产出六组数字:A 各水位线落后量 / B 积压队列 / C 服务实况 vs 登记态 / D 卫生(stale 锁、死 pid 持有 commit.lock)/ E 在跑旧代码的进程 / F 当前资源水位。
(登记:survey.py 是单点脚本——只 track 在仓库根 .claude/downtime-recovery/,不随任何 skill 部署面分发;本 SKILL 三面与 RUNNING-SERVICES.md 顶部指针都指这同一个绝对路径。要挪它必须所有指针同改,owner 选向之前只登记、不挪。)
把 --json 报告喂给一个排序 agent(Sonnet 够用),让它交回:安全复工顺序 + 每步理由 + 每步的验证方式 + 需要 owner 拍板的点。派发信要点:报告全文 + 本 SKILL 的硬规则 + RUNNING-SERVICES.md 各服务登记(暂停原因/恢复命令/踩坑记录,尤其 §4 orchestrator 的 2026-07-04 积压喷发记录)。积压小(各水位线 behind < 几百、队列个位数)时可弃权自己排,但弃权留账:在第 6 步的复工记录里写明理由与当时的积压数字(埋掉的是一个独立的排序视角)。
./tw plan/goal reap-stale-session 系列(vitality 裁决),不手删。⚠ 先记住一个代码实锤(orchestrator.py 主循环的 E.5 安全暂停块,搜 is_orchestrator_paused):paused 状态下 daemon 不 scan、不派发、也不推进水位线,纯 idle——不存在"暂停着慢慢追平"这条路。真实可走的是:
orchestrator dispatch-one --while-paused 逐个补派(这是官方支持的暂停期单发通道,orchestrator.py dispatch_one_task 的裁决注释明说"暂停期手动单发恰恰是合法核心场景")。补完再快进水位线、起 daemon——此时积压=0,温和接管。投影水位线(graph/.cursor)例外:它每次提交都自动追平且已增量化(2026-07-04 批次合并修复),落后大时跑一次任意只读 CLI 即追平,无需决策。
按"只读→事件驱动→会动手"的风险递增序:
⚑ scanned 输出。orchestrator status 与负载;派发数异常上冲立即 pkill -9 -f "towow.cli.main orchestrator"(连它派出的 dispatch 残留一起清,见 RUNNING-SERVICES §4 关停手法)。每步之间:重跑一次 survey.py 看 F 组(memory_pressure / 换页速率 / load),不达标就等;服务行为异常就停在这一步排查,不带病继续。
resume 的 T-FIX-COST-DROP 守卫会保留"暂停前已 deferred 的真 spawn 决策"(nonexec backlog marker)——但保留时不检查该触发器的阶段产出是否已被别人消化。实锤:brief-512d61a9 的共识触发器 7-3 被 deferred、当天已被另一会话冻结消化,7-10 复工重放白烧一个 Opus 共识席(debt-986ba644fc44)。复工起 daemon 之前(或之后第一时间):逐个审 orchestrator/nonexec_backlog/ 标记,按 dispatch_to 查阶段产出(consensus→已冻结?planning→PlanFreezed?fix→FindingResolved?)已存在的清掉留痕,别让 daemon 重放过期触发器。
© Towow-ai, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in .claude/skills/downtime-recovery of Towow-ai/Flowness.
Open the folder on GitHubat commit c9d6abe
Downtime Recovery next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Downtime Recovery this skillTowow-ai/Flowness | 107 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | |
| MCP Server Builderanthropics/skills | 180k | 63 repos | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| Hook Development for Claude Code Pluginsanthropics/claude-plugins-official | 38k | 10 repos | ~4.1k | Automated safety check: Notes | Apache-2.0 | |
| Using Superpowersfarm-fe/farm | 5.6k | 36 repos | ~1.4k | Automated safety check: Pass | MIT | |
| Executing Plans Inlineobra/superpowers | 297k | 2 repos | ~5.1k | Automated safety check: Pass | MIT | |
| Skill CreatorAzure/azqr | 796 | 89 repos | ~8.2k | Automated safety check: Pass | Apache-2.0 |
anthropics/skills
Guides the design and implementation of Model Context Protocol servers in TypeScript or Python, from tool naming and error messages to evaluation.
anthropics/claude-plugins-official
Explains how to write Claude Code plugin hooks, both prompt-based checks and bash commands, for events such as PreToolUse, Stop and SessionStart.
farm-fe/farm
A skill your agent uses when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions
obra/superpowers
Has the agent carry out an implementation plan itself, task by task in the current session, keeping a ledger, proving each step with a test and ending with one whole-branch review.
Azure/azqr
Create new skills, modify and improve existing skills, and measure skill performance.
anthropics/claude-plugins-official
Explains how to write agents for Claude Code plugins: the markdown file with YAML frontmatter, trigger descriptions, model and color settings, and system prompt design.
Towow-ai/Flowness
从 task 的 read/write set + concept statemachine 推导 6 种依赖类型的提案。主 planner 决定边的真实性。派它时只给 read/write set 与疑点、不给预期边集;已有预判逐条标「待复核」交它取证。
Towow-ai/Flowness
M-1.4 execution skill — 跑 single task 产 patch + 提交 envelope。
Towow-ai/Flowness
Pre-submit 自检——envelope 提交 commit gate 前必跑。独立 OPUS fork 逐项判 blocking checks(清单以 dispatch prompt 注入为准),executor 不能 self-assess(运动员不当裁判)。
Towow-ai/Flowness
修复者 — 把一条被发现的问题(finding)按它的闭合合约修干净,修一个不制造下一个。产 FixProposed + 临时的 FixCompleted,不自判问题关闭(那是复查的权)。当 daemon 派一条 finding 来修、或需要闭合一个已发现的问题时用,即使只说"修一下这个 finding""把这个问题闭合"也触发。调用名就是 fix(Skill 工具)或 /fix(命令),没有…
Towow-ai/Flowness
M-1.6 envelope self-check——独立性保证不自欺欺人 (5 blockingcheck)。由 CLI ./tw fix complete --self-check-mode fork(默认即 fork)自动派起,不经 Skill 工具调用;fix 主会话产 FixCompleted 前直读本文,是为理解双层验证关系。
Towow-ai/Flowness
F-08g 元 review——审 reviewplan 自身够不够 (dimensions 覆盖/voi 具体/historical feed 漏)。用 named error patterns + 历史比对。design-time mode 调它审 reviewplancreator 的产出, critical meta-finding → orchestrator 回头让…
Categories
停机后复工的标准安全流程(水位线追平/积压泄流/服务分批重启)。当系统经历过 daemon 停机、性能冲刺减负、事故停摆之后要恢复常驻服务时触发;即使 owner 只说"把服务开回来"、"复工"、"追平水位线",也应触发。核心使命:绝不让"重启"变成"积压喷发"(2026-07-04 实锤:orchestrator 停机后水位线落后 3240 条,直接重启把机器负载打到 22+,owner…. Downtime Recovery is an agent skill from Towow-ai/Flowness.
Downtime Recovery fits situations like: agent Workflows work in your project.
Run `npx skills add Towow-ai/Flowness --skill downtime-recovery -a claude-code`. Or copy the skill folder (.claude/skills/downtime-recovery in Towow-ai/Flowness) into .claude/skills/downtime-recovery in your project. Claude Code loads it when a task matches its description.
Run `npx skills add Towow-ai/Flowness --skill downtime-recovery -a codex`. Or copy the skill folder (.claude/skills/downtime-recovery in Towow-ai/Flowness) into .agents/skills/downtime-recovery in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Towow-ai/Flowness --skill downtime-recovery -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/downtime-recovery, .gemini/skills/downtime-recovery, .github/skills/downtime-recovery and .opencode/skills/downtime-recovery in your project.
Going by SKILL.md and its folder, Downtime Recovery needs the command-line tools its instructions call (python3). Our summary lists: Python 3.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Downtime Recovery is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.1k tokens (SKILL.md is roughly 4.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Downtime Recovery: MCP Server Builder (anthropics/skills, 180k stars), Hook Development for Claude Code Plugins (anthropics/claude-plugins-official, 38k stars), Using Superpowers (farm-fe/farm, 5.6k stars) and Executing Plans Inline (obra/superpowers, 297k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Towow-ai (a GitHub organization) maintains it in Towow-ai/Flowness, which has 107 GitHub stars. The repository holds 12 skills in this directory. The repository was last updated on August 8, 2026.
Source: Towow-ai/Flowness on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.