Knowledge-work-plugins Alternatives

knowledge-work-plugins reviews and mentions

• Anthropic AI Tool Sparks Selloff from Software to Broader Market
  1 project | news.ycombinator.com | 6 Feb 2026

  So as a software engineer with experience with coding agents, when I look at https://github.com/anthropics/knowledge-work-plugins

  I'm like: oh that's it, a bunch of skills for very basic knowledge work?

  So the value of a skill file is that it tells the model how to do some stuff.

  With programming, it's mostly about how to tell it to use some API.

  But all the model can do is reply some text, and the actual work needs to be done by the software(the agent harness) which needs to parse the model response and translate it into API calls.

  My point is there is no magic: the model doesn't learn how to use an API, it just reads the skill file and then uses that as a template for it's own textual response, which is then parsed and processed by traditional software.

  So in terms of legal skills, a stand-alone skill like the contract review skill at https://github.com/anthropics/knowledge-work-plugins/blob/ma... is basically useless. Yes, the model will read it and can use it for guidance, but without some extensive software harness around the model to give it data for context and and so on: totaly useless. Why? Because garbage in is garbage out. So telling the model to review a contract and pay attention to "Whether indemnification is mutual or unilateral" will result is some response from the model, but without additional data it will be at the same level as what you can get from a google search.

  The effect on established companies is exactly zero.

  Now, having an in-house skills and proprietary software around the model to integrate it into your system, that would be valuable indeed, but not something an AI lab can replicate without building the whole company from scratch.

• GPT-5.3-Codex
  7 projects | news.ycombinator.com | 5 Feb 2026

  > You're no longer developing software, you're doing therapy for robots.

  Or, really, hacking in "learning", building your knowhow-base.

  > But it delivers enormous compounding gains, and you can use your agent to do significant parts of it for you.

  Strong yes to both, and it's curious to me that Claude Code, Codex, Claude Cowork, etc., don't yet have an explicit knowledge evolution agent curating and evolving their markdown knowledge base:

  https://github.com/anthropics/knowledge-work-plugins

  Unlikely to help with benchmarks. Very likely to improve utility ratings (as rated by outcome improvements over time) from teams using the tools together.

• Anthropic – Legal Productivity Plugin
  1 project | news.ycombinator.com | 4 Feb 2026
• Claude open source knowledge Work Plugins
  1 project | news.ycombinator.com | 30 Jan 2026
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