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Intent
Validate code artifacts by invoking real linters via MCP tools — not LLM reasoning about style. Actual linter output is
deterministic and trustworthy; a skill that guesses at code style is not ...
stretch-goal
task
Intent
Validate Mermaid diagram syntax using the actual Mermaid parser (via MCP tool) for hard syntax errors, plus Bob
reasoning for semantic coherence checks. This is a two-layer approach: deterministic ...
task
Intent
Validate the structural and semantic correctness of a Markdown artifact. Catch broken links, malformed tables, skipped
heading levels, unclosed code blocks, and other issues that would degrade ...
task
Intent
Given a source requirements document (user story, acceptance criteria, PR-FAQ, OpA, Epic, or any structured spec),
validate that a generated artifact fully covers the stated requirements. Flag ...
task
Intent
Attach a structured confidence rating to any generated output before the user acts on it. The score surfaces uncertainty
— whether due to ambiguous input, limited grounding, speculative reasoning, ...
task
Intent
Many AI-generated outputs contain hedging phrases, filler words, and overly deferential language ( Certainly! , It s
worth noting that , As an AI language model... ). The DeLLMify skill detects ...
task
维护者你好。
我注意到了这个项目 Star 数据的异常。新增 Stargazer 中超过 77% 的账号注册不到一周。抽查了 50 个新增账号,其中 47 个是空壳号。
但我今天不是来指责你的。我是来劝你的。
我自己也做过开源,深知那种 Star 涨不动的焦虑。但我也知道,捷径往往是最远的路。刷上去的数字无法变成真实的用户、真实的反馈、真实的贡献者。它只是一个空壳。而你真正需要的,恰恰是那些实实在在的东西。 ...
Intent
Bob Council is the flagship feature. An orchestrator Bob spawns multiple subagents, each embodying a named reviewer
persona. Every persona reviews the submitted artifact independently, then the ...
task
Intent
Create the shared mcp-server/ Node.js MCP server that deterministic validation tools are built on top of. This is a
prerequisite for Task 5b (Mermaid Validator) and Task 6 (Code Style Validator ...
task
Goal
core_xpc.replace_text / restore (around core_xpc.py:197-204 and :471-478) write name _modified.pdf into the input file
s directory before falling back to mkstemp. Writing into the user s directory ...
afk

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