Content
77%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.
This is a strong orchestration skill: the workflow is clearly phased with explicit checkpoints, error-recovery loops, and copy-paste-ready templates for both agent prompts and the final deliverable. Its weaknesses are repetition of the emerging-tech instructions across five sections and a monolithic single-file structure that inlines two large phase-specific templates. Neither weakness undermines executability, but both cost context-window efficiency.
Suggestions
Consolidate the emerging-tech guidance into one canonical statement (the agent prompt's methodology #6) and reference it from the other sections instead of restating search tactics, output fields, and rationale in Phase 1, the output structure, Recommended Actions, and the Example Decomposition.
Move the agent prompt template and the full output document skeleton into references/ (e.g. references/agent-prompt.md and references/output-template.md) and link them from their respective phases, keeping SKILL.md as a lean overview.
Trim Phase 1's thread descriptions to one line each and move the "Inspired by Karpathy's autoresearch" attribution and detailed sub-bullets into the single reference location for emerging-tech methodology.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is mostly operational and does not explain concepts Claude already knows, but the emerging-tech guidance is repeated at length in at least five places (Phase 1 thread 7, the agent prompt's methodology #6, the "Emerging Tech & Architectures to Watch" output section, "Tech Bets" in Recommended Actions, and Example Decomposition thread 6), which is padded and could be consolidated. It is above 2 because the rest is tight, and below 4 because the duplication is substantial, not minor. | 3 / 5 |
Actionability | Guidance is fully executable for an instruction-only skill: a copy-paste-ready agent prompt template with placeholders, a complete output document skeleton, concrete agent naming convention ("research-[thread-slug]"), exact save paths ("05-knowledge/research/YYYY-MM-DD-[slug].md"), a worked example decomposition, and fallback steps when web tools are unavailable. It matches the 'copy-paste ready, specific examples cover common cases' anchor. | 5 / 5 |
Workflow Clarity | Four phases are clearly sequenced with timings and explicit validation checkpoints: user course-correction before agents launch (Phase 1), per-thread confidence levels with reasoning, retry-once-with-alternative-terms feedback loops, and documenting gaps rather than fabricating depth. Although spawning 5-7 agents is a batch operation, validation and feedback loops are present, so the cap at 3 does not apply. | 5 / 5 |
Progressive Disclosure | There are no bundle files (references/, scripts/, assets/ are absent) and the body is well-sectioned, but at ~229 lines it far exceeds single-file scope: the ~40-line agent prompt template and ~70-line output document template are phase-specific content inlined in SKILL.md that would be better placed in one-level-deep reference files. This matches the 'some structure, content that should be separate is inline' anchor rather than 4, where most content would be appropriately placed across files. | 3 / 5 |
Total | 16 / 20 Passed |