Content
82%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 high-quality, actionable guide with executable examples and clear navigation pointers to source and docs. The main improvement lever is progressive disclosure: the detailed agent/classifier/storage tables and the 'Go deeper' file listing could move into bundled reference files to shorten the SKILL.md overview.
Suggestions
Move the per-agent, classifier, storage, and retriever tables into a bundled reference file (e.g. references/COMPONENTS.md) and summarize only the selection guidance inline, so SKILL.md stays a lean overview.
Trim or externalize the 'Go deeper' file/class listing into a references/SOURCE_MAP.md, keeping just the top entry points (orchestrator.py, agents/agent.py) inline.
Add a one-line 'minimal viable example' near the top (orchestrator + one agent + route_request) so the core workflow is visible before the component catalog.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is dense and deliberately framed as 'a guide and a map — not an API reference', avoiding basic-concept padding, but at ~400 lines it carries reference-heavy material (the full per-agent table and the 'Go deeper' file/class listing) that could be trimmed or moved. Falls at score 4 — efficient with minor trimmable parts — rather than 5 because not every token earns its place. | 4 / 5 |
Actionability | Provides copy-paste-ready, executable examples covering the common cases: pip extras, `await orchestrator.route_request(...)` with streaming/non-streaming branching, `AgentSquad`/`BedrockLLMAgent` construction, `MCPToolProvider.create`, and a minimal custom `Agent` subclass. Matches the score-5 anchor for fully executable, copy-paste-ready guidance. | 5 / 5 |
Workflow Clarity | 'How a turn works' sequences the core flow clearly (construct orchestrator → add agent → await route_request → branch on response.streaming), and the Gotchas section reinforces pitfalls. It is a reference guide rather than a destructive/batch workflow, so no validation feedback loop is required; score 4 reflects a clear sequence without the explicit checkpoints that define a 5. | 4 / 5 |
Progressive Disclosure | No bundle files exist (references/, scripts/, assets/ absent), so all content is inline, but the file is well-sectioned (## When to use what, ## The pieces, ## Gotchas, ## Go deeper) and points one level deep to repo source (`python/src/agent_squad/...`) and docs (`docs/src/content/docs/`) rather than nesting references. Good structure with minor organization gaps — score 4, not 5, because detailed per-component material stays inline instead of splitting into bundled reference files. | 4 / 5 |
Total | 17 / 20 Passed |