anthropics / anthropics/skills
CAPE Policy Conversions: Executable Specifications for Skills
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Description
We converted all 16 Skills from this repository to executable specifications using [CAPE](https://github.com/superficiallabs/cape/tree/main/cape-skills) (Capability Achievement via Policy Execution).
What this enables:
1. Deterministic verification that model outputs satisfy skill requirements
2. Automatic correction of violations before returning to users
3. Training data synthesis so models internalize skills as capabilities
Example (slack-gif-creator):
```
file_size_bytes() <= 65536
width() == 128
frame_count() > 1
```
The full conversion is at [github.com/superficiallabs/cape/tree/main/cape-skills](https://github.com/superficiallabs/cape/tree/main/cape-skills). Each policy includes mapping documentation showing how we derived predicates from your skill guidance.
We see this as complementary infrastructure - Skills define intent at runtime, CAPE verifies execution and enables training. Would be interested in your thoughts on potential integration points.
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