Content
0%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This skill is an extremely verbose, marketing-heavy document that explains concepts Claude already understands (GOAP, A*, PageRank, behavior trees) while providing no truly executable code. The massive code examples are pseudocode with undefined dependencies, inconsistent MCP tool naming, and no validation steps. It reads more like a product brochure or academic overview than an actionable skill file.
Suggestions
Reduce content to under 100 lines by removing conceptual explanations of well-known algorithms (A*, PageRank, behavior trees, OODA loops) and focusing only on the specific MCP tool invocations and their correct parameters.
Make code examples executable by using consistent, correct MCP tool names and providing complete, self-contained snippets rather than referencing dozens of undefined helper functions.
Add explicit validation checkpoints to the workflow (e.g., 'Verify matrix analysis returned valid properties before proceeding to PageRank step') and error recovery instructions.
Split into a concise SKILL.md overview with references to separate files for advanced patterns, usage examples, and tool API reference.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Extremely verbose at 500+ lines with extensive conceptual explanations Claude already knows (GOAP, A*, behavior trees, PageRank, utility theory). Massive amounts of illustrative pseudocode that pad the content without adding actionable value. The marketing-style descriptions ('cutting edge of AI-driven objective achievement') waste tokens. | 1 / 3 |
Actionability | Despite the volume of code, almost none of it is executable. Functions reference undefined helpers (buildConsensusMatrix, generatePreferenceVector, canTransition, stateKey, etc.), classes extend undefined base classes (GOAPAgent), and MCP tool calls use inconsistent naming (underscores vs hyphens). The code is illustrative pseudocode dressed up as real implementations. | 1 / 3 |
Workflow Clarity | The numbered workflow steps (1-5) describe conceptual phases but lack validation checkpoints, error recovery loops, or clear sequencing of what to actually do. There's no concrete 'if this fails, do that' guidance. The OODA loop and dynamic replanning sections are abstract patterns, not actionable workflows with verification steps. | 1 / 3 |
Progressive Disclosure | Monolithic wall of text with no bundle files to reference. All content is inlined in a single massive document with no external references or layered structure. The content would benefit enormously from splitting into separate files (e.g., examples, advanced patterns, tool reference), but instead everything is dumped into one file with no navigation strategy. | 1 / 3 |
Total | 4 / 12 Passed |