Content
50%Weight 40%Scale 1-5Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
A dense, information-rich reference with concrete API names and one executable snippet, but it is organized as a wall of behavioral prose rather than actionable, sequenced guidance. The monolithic session-work and streaming sections would serve the agent better as separate, well-signaled reference files with accompanying executable examples.
Suggestions
Split the 'Astra Session Work' and 'Streaming An Agent Run' sections into separate reference files (e.g., references/astra-sessions.md, references/streaming.md), keeping only a short summary with clear links in SKILL.md.
Add executable C++ examples for the key flows currently described only in prose, such as child-agent registration (add_child_agent) and streaming_forward with a delta handler, mirroring the existing core-pattern snippet.
Introduce validation checkpoints into the described workflows, e.g., verifying that a runtime is supplied before a forward call fails, or confirming discovered tools before the model can call them.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is dense and domain-specific without general-knowledge padding, but the 'Astra Session Work' section is a ~26-line monolithic paragraph covering a dozen subtopics (sessions, MCP cancellation, child agents, run controllers, validation, flow workers), and repeated 'as in TypeScript' comparisons add tokens that could be trimmed. This matches anchor 3 (mostly efficient but could be tightened) rather than 4, which requires only minor trims. | 3 / 5 |
Actionability | There is one small executable snippet ('axllm::agent("question:string -> answer:string")') plus concrete API names and option keys ('add_child_agent(namespace, name, child)', 'actorMode: 'completion''), but nearly all other guidance is behavioral prose rules with no executable examples for the many flows described. Anchor 3 (some concrete guidance but incomplete) fits better than 4, whose 'minor gaps' would require code coverage across the documented features. | 3 / 5 |
Workflow Clarity | The content is a topic-organized reference rather than a sequenced workflow: multi-step processes like child-agent registration, streaming, and cancellation are described as rules without ordered steps or validation checkpoints. This lands at anchor 3; it is not 2 because sections are coherent and partially ordered, and the simple-skill exception (under 50 lines) does not apply to this ~100-line skill. | 3 / 5 |
Progressive Disclosure | Section headers ('When To Use', 'Package Facts', 'Relevant API Surface', 'Guardrails') provide real structure, but the large inline session-work and streaming blocks are exactly the content that belongs in separate reference files, and the referenced files ('API.md', 'axir-api.json', 'examples/', 'src/examples/cpp/...') are not part of this skill's bundle (no references/, scripts/, or assets/ directories exist). This matches anchor 3 (some structure, content that should be separate is inline); not 2 because structure and navigation are more than minimal. | 3 / 5 |
Total | 12 / 20 Passed |