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/studyzy/tapd-ai-cli/speckit.taskstoissuesgit clone --depth 1 https://github.com/studyzy/tapd-ai-cliWhat 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 | $0.00032 | $0.00308 |
| Opus 5 | $0.00016 | $0.00154 |
| Sonnet 5 | $0.00006 | $0.00062 |
| Haiku 4.5 | $0.00003 | $0.00031 |
Grade A, and why
speckit.taskstoissues 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 3d 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
用户输入
$ARGUMENTS
你必须在继续之前考虑用户输入（如果非空）.
大纲
- 从仓库根目录运行
.specify/scripts/bash/check-prerequisites.sh --json --require-tasks --include-tasks并解析 FEATURE_DIR 和 AVAILABLE_DOCS 列表. 所有路径必须是绝对路径. 对于参数中的单引号如 "I'm Groot", 使用转义语法 : 例如 'I'''m Groot'（或尽可能使用双引号 : "I'm Groot"）. - 从执行的脚本中, 提取 任务 的路径.
- 通过运行以下命令获取 Git 远程仓库:
git config --get remote.origin.url
[!CAUTION] 仅当远程仓库是 GITHUB URL 时才继续下一步
- 对于列表中的每个任务, 使用 GitHub MCP 服务器在与 Git 远程仓库对应的仓库中创建一个新议题.
[!CAUTION] 在任何情况下都不要在与远程 URL 不匹配的仓库中创建议题
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.
- 3d ago First seen · 31 lines · 32 tokens per session scan A b0ef524b3b4f
speckit.taskstoissues is a command published in the GitHub repository studyzy/tapd-ai-cli (54 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 32 tokens to every session and 308 once invoked, about $0.0002 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 2026-08-30.
Other commands, from other repositories
git
Git operations with intelligent commit messages and workflow optimization.
checklist
Generate a custom checklist for the current feature based on user requirements.
clarify
Identify underspecified areas in the current feature spec by asking up to 5 highly targeted clarification questions and encoding answers back into the spec.
specify
Create or update the feature specification from a natural language feature description.
analyze
Perform a non-destructive cross-artifact consistency and quality analysis across spec.md, plan.md, and tasks.md after task generation.
converge
Assess the current codebase against the feature's spec, plan, and tasks, then append any remaining unbuilt work as new tasks to tasks.md so implement can complete it.