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H-5880: Adopt open Agent Skills standard #8201
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H-5880: Adopt open Agent Skills standard #8201
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PR SummaryMigrates skills to the Agent Skills specification with frontmatter triggers, adds a TypeScript skill-management CLI, updates all skills/rules and CI to validate/generate skill-rules.json, and removes legacy validation code.
Written by Cursor Bugbot for commit 688a73a. This will update automatically on new commits. Configure here. |
| metadata: | ||
| triggers: | ||
| type: domain | ||
| enforcement: suggest | ||
| priority: medium | ||
| keywords: | ||
| - mastra | ||
| - "@mastra/" | ||
| - mastra.ai | ||
| intent-patterns: | ||
| - "\\b(use|build|create|implement)\\b.*?\\bmastra\\b" | ||
| - "\\b(agent|workflow|rag)\\b.*?\\bmastra\\b" |
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@indietyp I'm curious about these properties: do they really affect the way the agent uses the skill? The "agent skills" standard seems to rather recommend sticking to the description as the means of hinting to the agent about when to load the skill; and they offer this context injection pattern with their own python util to provide more imperative
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The metadata field is not read by the agent that's correct. But I changed it so that the skill-rules.json file is now derived from the SKILL.md to colocate it. I am also happy to rewrite/use the Anthropic code/skill instead but didn't want to disturb the current hook based approach for anyone who is using it!
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Ah, you mean open-source contributors outside of hash who might be using it?
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Not necessarily mostly just for us. When editing the skill files those that are using hooks (eg Tim) don't need to maintain multiple places and we can use it in integrating with other tools (such as amp code) later on. So it's just a movement of information to built up a single source of truth
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Just flagging we have snapshot files with German names:
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Your organization requires reapproval when changes are made, so Graphite has dismissed approvals. See the output of git range-diff at https://github.com/hashintel/hash/actions/runs/20373064722
have been removed! |
Benchmark results
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| Function | Value | Mean | Flame graphs |
|---|---|---|---|
| resolve_policies_for_actor | user: empty, selectivity: high, policies: 2002 | Flame Graph | |
| resolve_policies_for_actor | user: empty, selectivity: low, policies: 1 | Flame Graph | |
| resolve_policies_for_actor | user: empty, selectivity: medium, policies: 1001 | Flame Graph | |
| resolve_policies_for_actor | user: seeded, selectivity: high, policies: 3314 | Flame Graph | |
| resolve_policies_for_actor | user: seeded, selectivity: low, policies: 1 | Flame Graph | |
| resolve_policies_for_actor | user: seeded, selectivity: medium, policies: 1526 | Flame Graph | |
| resolve_policies_for_actor | user: system, selectivity: high, policies: 2078 | Flame Graph | |
| resolve_policies_for_actor | user: system, selectivity: low, policies: 1 | Flame Graph | |
| resolve_policies_for_actor | user: system, selectivity: medium, policies: 1033 | Flame Graph |
policy_resolution_medium
| Function | Value | Mean | Flame graphs |
|---|---|---|---|
| resolve_policies_for_actor | user: empty, selectivity: high, policies: 102 | Flame Graph | |
| resolve_policies_for_actor | user: empty, selectivity: low, policies: 1 | Flame Graph | |
| resolve_policies_for_actor | user: empty, selectivity: medium, policies: 51 | Flame Graph | |
| resolve_policies_for_actor | user: seeded, selectivity: high, policies: 269 | Flame Graph | |
| resolve_policies_for_actor | user: seeded, selectivity: low, policies: 1 | Flame Graph | |
| resolve_policies_for_actor | user: seeded, selectivity: medium, policies: 107 | Flame Graph | |
| resolve_policies_for_actor | user: system, selectivity: high, policies: 133 | Flame Graph | |
| resolve_policies_for_actor | user: system, selectivity: low, policies: 1 | Flame Graph | |
| resolve_policies_for_actor | user: system, selectivity: medium, policies: 63 | Flame Graph |
policy_resolution_none
| Function | Value | Mean | Flame graphs |
|---|---|---|---|
| resolve_policies_for_actor | user: empty, selectivity: high, policies: 2 | Flame Graph | |
| resolve_policies_for_actor | user: empty, selectivity: low, policies: 1 | Flame Graph | |
| resolve_policies_for_actor | user: empty, selectivity: medium, policies: 1 | Flame Graph | |
| resolve_policies_for_actor | user: system, selectivity: high, policies: 8 | Flame Graph | |
| resolve_policies_for_actor | user: system, selectivity: low, policies: 1 | Flame Graph | |
| resolve_policies_for_actor | user: system, selectivity: medium, policies: 3 | Flame Graph |
policy_resolution_small
| Function | Value | Mean | Flame graphs |
|---|---|---|---|
| resolve_policies_for_actor | user: empty, selectivity: high, policies: 52 | Flame Graph | |
| resolve_policies_for_actor | user: empty, selectivity: low, policies: 1 | Flame Graph | |
| resolve_policies_for_actor | user: empty, selectivity: medium, policies: 25 | Flame Graph | |
| resolve_policies_for_actor | user: seeded, selectivity: high, policies: 94 | Flame Graph | |
| resolve_policies_for_actor | user: seeded, selectivity: low, policies: 1 | Flame Graph | |
| resolve_policies_for_actor | user: seeded, selectivity: medium, policies: 26 | Flame Graph | |
| resolve_policies_for_actor | user: system, selectivity: high, policies: 66 | Flame Graph | |
| resolve_policies_for_actor | user: system, selectivity: low, policies: 1 | Flame Graph | |
| resolve_policies_for_actor | user: system, selectivity: medium, policies: 29 | Flame Graph |
read_scaling_complete
| Function | Value | Mean | Flame graphs |
|---|---|---|---|
| entity_by_id;one_depth | 1 entities | Flame Graph | |
| entity_by_id;one_depth | 10 entities | Flame Graph | |
| entity_by_id;one_depth | 25 entities | Flame Graph | |
| entity_by_id;one_depth | 5 entities | Flame Graph | |
| entity_by_id;one_depth | 50 entities | Flame Graph | |
| entity_by_id;two_depth | 1 entities | Flame Graph | |
| entity_by_id;two_depth | 10 entities | Flame Graph | |
| entity_by_id;two_depth | 25 entities | Flame Graph | |
| entity_by_id;two_depth | 5 entities | Flame Graph | |
| entity_by_id;two_depth | 50 entities | Flame Graph | |
| entity_by_id;zero_depth | 1 entities | Flame Graph | |
| entity_by_id;zero_depth | 10 entities | Flame Graph | |
| entity_by_id;zero_depth | 25 entities | Flame Graph | |
| entity_by_id;zero_depth | 5 entities | Flame Graph | |
| entity_by_id;zero_depth | 50 entities | Flame Graph |
read_scaling_linkless
| Function | Value | Mean | Flame graphs |
|---|---|---|---|
| entity_by_id | 1 entities | Flame Graph | |
| entity_by_id | 10 entities | Flame Graph | |
| entity_by_id | 100 entities | Flame Graph | |
| entity_by_id | 1000 entities | Flame Graph | |
| entity_by_id | 10000 entities | Flame Graph |
representative_read_entity
| Function | Value | Mean | Flame graphs |
|---|---|---|---|
| entity_by_id | entity type ID: https://blockprotocol.org/@alice/types/entity-type/block/v/1
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Flame Graph | |
| entity_by_id | entity type ID: https://blockprotocol.org/@alice/types/entity-type/book/v/1
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Flame Graph | |
| entity_by_id | entity type ID: https://blockprotocol.org/@alice/types/entity-type/building/v/1
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Flame Graph | |
| entity_by_id | entity type ID: https://blockprotocol.org/@alice/types/entity-type/organization/v/1
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Flame Graph | |
| entity_by_id | entity type ID: https://blockprotocol.org/@alice/types/entity-type/page/v/2
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Flame Graph | |
| entity_by_id | entity type ID: https://blockprotocol.org/@alice/types/entity-type/person/v/1
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Flame Graph | |
| entity_by_id | entity type ID: https://blockprotocol.org/@alice/types/entity-type/playlist/v/1
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Flame Graph | |
| entity_by_id | entity type ID: https://blockprotocol.org/@alice/types/entity-type/song/v/1
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Flame Graph | |
| entity_by_id | entity type ID: https://blockprotocol.org/@alice/types/entity-type/uk-address/v/1
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Flame Graph |
representative_read_entity_type
| Function | Value | Mean | Flame graphs |
|---|---|---|---|
| get_entity_type_by_id | Account ID: bf5a9ef5-dc3b-43cf-a291-6210c0321eba
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Flame Graph |
representative_read_multiple_entities
| Function | Value | Mean | Flame graphs |
|---|---|---|---|
| entity_by_property | traversal_paths=0 | 0 | |
| entity_by_property | traversal_paths=255 | 1,resolve_depths=inherit:1;values:255;properties:255;links:127;link_dests:126;type:true | |
| entity_by_property | traversal_paths=2 | 1,resolve_depths=inherit:0;values:0;properties:0;links:0;link_dests:0;type:false | |
| entity_by_property | traversal_paths=2 | 1,resolve_depths=inherit:0;values:0;properties:0;links:1;link_dests:0;type:true | |
| entity_by_property | traversal_paths=2 | 1,resolve_depths=inherit:0;values:0;properties:2;links:1;link_dests:0;type:true | |
| entity_by_property | traversal_paths=2 | 1,resolve_depths=inherit:0;values:2;properties:2;links:1;link_dests:0;type:true | |
| link_by_source_by_property | traversal_paths=0 | 0 | |
| link_by_source_by_property | traversal_paths=255 | 1,resolve_depths=inherit:1;values:255;properties:255;links:127;link_dests:126;type:true | |
| link_by_source_by_property | traversal_paths=2 | 1,resolve_depths=inherit:0;values:0;properties:0;links:0;link_dests:0;type:false | |
| link_by_source_by_property | traversal_paths=2 | 1,resolve_depths=inherit:0;values:0;properties:0;links:1;link_dests:0;type:true | |
| link_by_source_by_property | traversal_paths=2 | 1,resolve_depths=inherit:0;values:0;properties:2;links:1;link_dests:0;type:true | |
| link_by_source_by_property | traversal_paths=2 | 1,resolve_depths=inherit:0;values:2;properties:2;links:1;link_dests:0;type:true |
scenarios
| Function | Value | Mean | Flame graphs |
|---|---|---|---|
| full_test | query-limited | Flame Graph | |
| full_test | query-unlimited | Flame Graph | |
| linked_queries | query-limited | Flame Graph | |
| linked_queries | query-unlimited | Flame Graph |

🌟 What is the purpose of this PR?
Aligns skills with the Agent Skills specification and migrates anthropics skill management tooling from Python to TypeScript. This creates a vendor-agnostic skill system that can work with any AI agent supporting the specification.
🔗 Related links
🔍 What does this change?
New skill-creator Skill:
libs/@local/repo-chores/node/scripts/skill-management/yarn agents:skill-management <command> (init, validate, generate-skill-rules, skill-rules-schema)Skill Structure Changes:
CI Integration:
Updated Skills:
Pre-Merge Checklist 🚀
🚢 Has this modified a publishable library?
This PR:
📜 Does this require a change to the docs?
The changes in this PR:
🕸️ Does this require a change to the Turbo Graph?
The changes in this PR: