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.
A well-engineered process specification with excellent per-step structure, explicit data contracts, and approval checkpoints at every stage. The main costs are token weight — rhetorical padding and large reference tables inlined into SKILL.md — and the absence of failure-path guidance for steps that depend on external tools.
Suggestions
Move stable reference material out of SKILL.md into one-level-deep reference files — e.g. references/event-angle-mapping.md for the Step 3 category table and references/sensitivity-guidelines.md — keeping the body to the workflow, contracts, and checkpoint formats.
Trim motivational prose (the event-type litany, "Why this composite exists", repeated "Pure LLM reasoning — inherently tool-agnostic" tags) to cut token cost without losing executable guidance.
Add brief failure-path handling to the tool-dependent steps: what to do when a URL cannot be fetched, when zero entities pass ICP qualification, or when the contact tool returns no matches (e.g. skip, fallback, or surface to the user at the checkpoint).
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Mostly task-specific and efficient, but several sections are padded: the rhetorical event litany ("A regulation change. A product recall. A competitor acquisition…"), the "Why this composite exists" flavor text, and repeated "Pure LLM reasoning — inherently tool-agnostic" formulas could be trimmed without losing guidance. | 3 / 5 |
Actionability | Concrete and executable for an instruction-only skill: exact search query strings, full input/output JSON contracts for every step, one-sentence angle templates with worked examples, and a fully written sample email. Falls short of 5 because several sample outputs are placeholders ("[full email]", "[New angle — data migration complexity, with a specific metric]"). | 4 / 5 |
Workflow Clarity | Steps 0–6 are clearly sequenced, each with Purpose, Input Contract, Process, Output Contract, and a Human Checkpoint approval gate, plus an Execution Summary table. Not 5 because error-recovery feedback loops are absent — failure modes like an unfetchable URL, zero ICP-qualified entities, or no contacts found are unaddressed. | 4 / 5 |
Progressive Disclosure | Internal structure is strong (one section per step, consistent subsection layout), but no bundle files exist and all ~800 lines are inline — reference-style material like the event-category-to-urgency mapping table, the sensitivity guidelines, and the Step 0 config questionnaires are candidates for separate reference files. | 3 / 5 |
Total | 14 / 20 Passed |