Content
85%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
A well-structured, actionable reference with clear workflows and disciplined progressive disclosure. The main drag on token efficiency is conceptual explanation Claude does not need and some threshold repetition across sections.
Suggestions
Trim or remove the explanatory KV-cache primer ('KV-cache stores Key and Value tensors computed during inference...') and cache-stability prose, since Claude already knows this; keep only the actionable ordering rules.
Consolidate the repeated 70%/80% compaction thresholds into one authoritative location and cross-reference it instead of restating in Core Concepts, Detailed Topics, and Budget Management.
Mark the code examples that call illustrative stubs (e.g. compact_context, store_observation) as patterns rather than runnable functions, or replace them with the real implementations from scripts/compaction.py.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The body is mostly efficient, but it explains concepts Claude already knows ('KV-cache stores Key and Value tensors computed during inference...') and repeats threshold figures across the Core Concepts, Detailed Topics, and Performance Targets sections. | 2 / 3 |
Actionability | It provides concrete code snippets, a decision-framework table mapping context composition to first/second actions, specific thresholds (70%, 80%, 50-70% reduction), and measurable performance targets. | 3 / 3 |
Workflow Clarity | A clear priority ordering, trigger-based signals, and explicit validation checkpoints ('Validate that all partitions completed before merging', 're-validate the summary against the current task goal') plus measure-then-optimize-then-measure feedback loops structure the work. | 3 / 3 |
Progressive Disclosure | The body points to a single real one-level-deep reference (./references/optimization_techniques.md) with explicit 'Read when' signals, and the References section cleanly separates internal, related-skill, and external resources. | 3 / 3 |
Total | 11 / 12 Passed |