Content
63%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.
The flow-patterns core of this skill is excellent — lean, concrete, executable Rust examples that build from a core pattern to advanced composition. The score is dragged down by the 'Astra Session Work' section, a dense ~30-line inline spec dump covering five languages and MCP/session machinery that is largely out of scope for a Rust flow skill and should live in its own reference file.
Suggestions
Move the 'Astra Session Work' section into a separate reference file (e.g. sessions.md) and keep a two- to three-line pointer in SKILL.md; this section is the main driver of both the conciseness and progressive-disclosure deductions.
Trim the Astra content to Rust-only facts when it is referenced, since details like 'add_child_agent in Python/C++, AddChildAgent in Go, addChildAgent in Java' are irrelevant to a skill whose stated purpose is writing Rust code with `axllm`.
Add a brief validation step for produced flows (e.g. run the no-key examples or a scripted transport check before handing code over), which would close the workflow-clarity gap between pattern reference and verified output.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The flow-patterns half ("Core Pattern" through "Cache a flow") is lean and every token earns its place, but "Astra Session Work" is ~30 lines of dense run-on prose ("Java, C++, and Rust WebSocket adapters track activity when frames arrive...", "Register child agents before running the parent: add_child_agent(namespace, name, child) in Python/C++, AddChildAgent in Go, addChildAgent in Java...") much of which is out of scope for a Rust flow skill. This fits 'mostly efficient but includes some unnecessary explanation or could be tightened' rather than anchor 2, since the excess is package-specific behavior poorly compressed, not generic padding. | 3 / 5 |
Actionability | Concrete, syntactically complete Rust snippets cover the common cases ("let wf = axllm::flow(\"docs.coreFlow\").execute_with_options(...)", "parallel_flow.forward(&mut client, json!({...}))?", "forward_with_caching_function"), and the body points to runnable examples. It is not 5 because the Astra session section only names APIs ("with_child_agent in Rust", "set_tool_authorizer on C++ and Rust clients") without any Rust code example. | 4 / 5 |
Workflow Clarity | As a patterns-reference skill, the progression is coherent — When To Use, Package Facts, Core Pattern, advanced patterns, run/stream/cache, then Guardrails — with explicit direction such as "Start from the complete programs under `examples/`" and "Start from package examples for exact native syntax before inventing a new call shape." It is not 5 because there are no explicit validation checkpoints or error-recovery guidance for the code the skill produces; it is above 3 because the learning sequence and entry points are clearly ordered. | 4 / 5 |
Progressive Disclosure | References are clearly signaled in Package Facts ("Package API docs: `API.md` and `axir-api.json`", "Runnable examples: `examples/`") plus the external gallery link, but the entire "Astra Session Work" section is a dense wall of inline spec-level prose (MCP cancellation, WebSocket adapters, child-agent registration across five languages) that clearly belongs in a separate one-level-deep reference file. This matches 'content that should be separate is inline' rather than anchor 4, because that section is a substantial fraction of the body. | 3 / 5 |
Total | 14 / 20 Passed |