Prompt Optimizer
Cranot/roam-code
Optimize a vague subagent brief into a structured Agent task brief carrying falsifier, invariant, source-citation rule, and concrete-noun anchors.
迭代执行流水线任务生成阶段。基于 plan.md / research.md 调用 /speckit.tasks 生成全量任务， 随后调用 /speckit.analyze 验证产物合规。两段命令通过两次 subagent 隔离执行。
Install Tapd Story Tasks
$ npx skills add TencentBlueKing/bk-bcs --skill tapd-story-tasks -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install TencentBlueKing/bk-bcs tapd-story-tasks --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/TencentBlueKing/bk-bcs.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/tapd-story-pipeline/tapd-story-tasks .claude/skills/tapd-story-tasks && 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 "tapd-story-tasks" agent skill from https://github.com/TencentBlueKing/bk-bcs/tree/master/.agents/skills/tapd-story-pipeline/tapd-story-tasks into .claude/skills/tapd-story-tasks/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tapd-story-tasks", 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/TencentBlueKing/bk-bcs/tree/master/.agents/skills/tapd-story-pipeline/tapd-story-tasksType 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 TencentBlueKing/bk-bcs --skill tapd-story-tasks -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install TencentBlueKing/bk-bcs tapd-story-tasks --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/TencentBlueKing/bk-bcs.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/tapd-story-pipeline/tapd-story-tasks .agents/skills/tapd-story-tasks && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "tapd-story-tasks" agent skill from https://github.com/TencentBlueKing/bk-bcs/tree/master/.agents/skills/tapd-story-pipeline/tapd-story-tasks into .agents/skills/tapd-story-tasks/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tapd-story-tasks", 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 TencentBlueKing/bk-bcs --skill tapd-story-tasks -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install TencentBlueKing/bk-bcs tapd-story-tasks --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/TencentBlueKing/bk-bcs.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/tapd-story-pipeline/tapd-story-tasks .cursor/skills/tapd-story-tasks && 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 "tapd-story-tasks" agent skill from https://github.com/TencentBlueKing/bk-bcs/tree/master/.agents/skills/tapd-story-pipeline/tapd-story-tasks into .cursor/skills/tapd-story-tasks/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tapd-story-tasks", 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/TencentBlueKing/bk-bcs.git --path .agents/skills/tapd-story-pipeline/tapd-story-tasks--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 TencentBlueKing/bk-bcs --skill tapd-story-tasks -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install TencentBlueKing/bk-bcs tapd-story-tasks --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/TencentBlueKing/bk-bcs.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/tapd-story-pipeline/tapd-story-tasks .gemini/skills/tapd-story-tasks && 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 "tapd-story-tasks" agent skill from https://github.com/TencentBlueKing/bk-bcs/tree/master/.agents/skills/tapd-story-pipeline/tapd-story-tasks into .gemini/skills/tapd-story-tasks/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tapd-story-tasks", 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 TencentBlueKing/bk-bcs tapd-story-tasksInstalls 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 TencentBlueKing/bk-bcs --skill tapd-story-tasks -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/TencentBlueKing/bk-bcs.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/tapd-story-pipeline/tapd-story-tasks .github/skills/tapd-story-tasks && 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 "tapd-story-tasks" agent skill from https://github.com/TencentBlueKing/bk-bcs/tree/master/.agents/skills/tapd-story-pipeline/tapd-story-tasks into .github/skills/tapd-story-tasks/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tapd-story-tasks", 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 TencentBlueKing/bk-bcs --skill tapd-story-tasks -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install TencentBlueKing/bk-bcs tapd-story-tasks --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/TencentBlueKing/bk-bcs.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/tapd-story-pipeline/tapd-story-tasks .opencode/skills/tapd-story-tasks && 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 "tapd-story-tasks" agent skill from https://github.com/TencentBlueKing/bk-bcs/tree/master/.agents/skills/tapd-story-pipeline/tapd-story-tasks into .opencode/skills/tapd-story-tasks/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "tapd-story-tasks", 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.
Facts
- Skill name
tapd-story-tasks- GitHub stars
- 840
- Token cost
- ~900 tokens
- SKILL.md length
- 231 words
- Files
- 1
- Skills in repo
- 30
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
迭代执行流水线任务生成阶段。基于 plan.md / research.md 调用 /speckit.tasks 生成全量任务， 随后调用 /speckit.analyze 验证产物合规。两段命令通过两次 subagent 隔离执行。
- Works in 2 steps: 第一段：按… → 第二段：按 §2.4 Tasks-Analyze 模板渲染，调用…
- Tasks that involve Spec-driven development
- SKILL.md covers 前置条件, 输入, 执行流程 and 可重入约定, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Tapd Story Tasks is an agent skill from TencentBlueKing/bk-bcs. 迭代执行流水线任务生成阶段。基于 plan.md / research.md 调用 /speckit.tasks 生成全量任务， 随后调用 /speckit.analyze 验证产物合规。两段命令通过两次 subagent 隔离执行。 命令与报告模板详见 ../references/subagent-prompt-template.md §2.3 + §2.4。
Its SKILL.md is about 900 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, covering Spec-driven development, Subagents and Prompt engineering. The repository describes itself as: 蓝鲸智云容器管理平台(BlueKing Container Service).
When your agent uses it
- Tasks that involve Spec-driven development
- Tasks that involve Subagents
- Tasks that involve Prompt engineering
Example prompts
- “/tapd-story-tasks”
Workflow steps
2 steps, taken from the first numbered list in SKILL.md.
- 第一段：按 ../references/subagent-prompt-template.md §2.3 Tasks-Generate 模板
- 第二段：按 §2.4 Tasks-Analyze 模板渲染，调用 speckit-analyze 验证产物合规
What it can do on your machine
Read from SKILL.md and the folder at commit 282070c. It shows what the files ask for, not the result of running them.
Tool permissions
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.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Tapd Story Tasks loads about 900 tokens when it runs. Until then it costs about 50 tokens; SKILL.md has 231 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.
Safety
Auto-check passed
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.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 231 words (~900 tokens).
- name
- tapd-story-tasks
- slug
- tapd-story-tasks
- version
- 3.0.0
Files
Just SKILL.md in .agents/skills/tapd-story-pipeline/tapd-story-tasks of TencentBlueKing/bk-bcs.
Open the folder on GitHubat commit 282070c
Compare with similar skills
Tapd Story Tasks 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 |
|---|---|---|---|---|---|---|
| Tapd Story Tasks this skillTencentBlueKing/bk-bcs | 840 | — | ~900 | Automated safety check: Pass | Custom licence | |
| Prompt OptimizerCranot/roam-code | 517 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | |
| Claude Code Agent Developmentanthropics/claude-plugins-official | 38k | 7 repos | ~2.8k | Automated safety check: Pass | Apache-2.0 | |
| MoAI Foundation Coremodu-ai/moai-adk | 1.2k | — | ~5k | Automated safety check: Pass | Apache-2.0 | |
| Subagent CreatorgreatSumini/cc-system | 438 | — | ~958 | Automated safety check: Pass | MIT | |
| Spec-Driven Development v2LichAmnesia/lich-skills | 234 | — | ~3.1k | Automated safety check: Pass | MIT |
Similar skills
- Official
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Saga
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Related
Questions about Tapd Story Tasks
What does Tapd Story Tasks do?
迭代执行流水线任务生成阶段。基于 plan.md / research.md 调用 /speckit.tasks 生成全量任务， 随后调用 /speckit.analyze 验证产物合规。两段命令通过两次 subagent 隔离执行。. Tapd Story Tasks is an agent skill from TencentBlueKing/bk-bcs.
When should I use Tapd Story Tasks?
Tapd Story Tasks fits situations like: tasks that involve Spec-driven development; tasks that involve Subagents; tasks that involve Prompt engineering.
How do I install Tapd Story Tasks in Claude Code?
Run `npx skills add TencentBlueKing/bk-bcs --skill tapd-story-tasks -a claude-code`. Or copy the skill folder (.agents/skills/tapd-story-pipeline/tapd-story-tasks in TencentBlueKing/bk-bcs) into .claude/skills/tapd-story-tasks in your project. Claude Code loads it when a task matches its description.
How do I install Tapd Story Tasks in Codex?
Run `npx skills add TencentBlueKing/bk-bcs --skill tapd-story-tasks -a codex`. Or copy the skill folder (.agents/skills/tapd-story-pipeline/tapd-story-tasks in TencentBlueKing/bk-bcs) into .agents/skills/tapd-story-tasks in your project. Codex loads it when a task matches its description.
Can I use Tapd Story Tasks in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add TencentBlueKing/bk-bcs --skill tapd-story-tasks -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/tapd-story-tasks, .gemini/skills/tapd-story-tasks, .github/skills/tapd-story-tasks and .opencode/skills/tapd-story-tasks in your project.
What does Tapd Story Tasks need to run?
SKILL.md names no scripts, command-line tools or credentials: Tapd Story Tasks is instructions for the agent only.
Does Tapd Story Tasks access the network?
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.
Is Tapd Story Tasks safe to install?
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.
What licence does Tapd Story Tasks use?
Tapd Story Tasks has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Tapd Story Tasks use?
About 900 tokens (SKILL.md is roughly 3.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Tapd Story Tasks?
Skills that share tags, products or a category with Tapd Story Tasks: Prompt Optimizer (Cranot/roam-code, 517 stars), Claude Code Agent Development (anthropics/claude-plugins-official, 38k stars), MoAI Foundation Core (modu-ai/moai-adk, 1.2k stars) and Subagent Creator (greatSumini/cc-system, 438 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Tapd Story Tasks?
TencentBlueKing (a GitHub organization) maintains it in TencentBlueKing/bk-bcs, which has 840 GitHub stars. The repository holds 30 skills in this directory. The repository was last updated on October 9, 2026.
Source: TencentBlueKing/bk-bcs on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.