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bid-strategy-planner

Use when the user asks to "pick a bid strategy", "set a tCPA/tROAS target", or "plan the learning-phase entry"; produces a bid-strategy choice (tCPA / tROAS / max-conversions / manual CPC), the starting target math, a portfolio grouping map, and a learning-phase entry plan. Not for splitting the budget across campaigns — use budget-optimizer; not for in-flight pacing/scale moves — use budget-pacing-monitor; not for scoring the account — use ad-account-auditor. 出价策略/tCPA目标/tROAS/学习期

Quality

96%

Does it follow best practices?

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SKILL.md
Quality
Evals
Security

Quality

Content

96%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A strong, dense operational skill: concrete decision rules, a decision gate with stop/continue criteria, verification checklists, and a well-structured single reference file with a verified anchor. The only weaknesses are minor redundancy between sections and cross-links that escape the bundle.

Suggestions

Trim the opening paragraph and Next Best Skill section to avoid restating the sibling-skill boundaries already stated in the frontmatter description and Reference Materials — the boundary disclaimer currently appears three times.

Consolidate the out-of-bundle relative links (../../../references/skill-contract.md, ../../../CONNECTORS.md, ../../../SECURITY.md, sibling SKILL.md paths) into one 'Related skills & shared docs' block, or verify they resolve, since they are unverifiable from this bundle and add navigational clutter.

DimensionReasoningScore

Conciseness

Efficient and operational throughout — assumes Claude knows what tCPA/tROAS are, spends no tokens on concept explanations, and keeps every section actionable. Not score 5 because the opening paragraph repeats the frontmatter boundaries ('does not allocate the budget... does not adjust pacing... does not score the account') and sibling skills are listed in both Reference Materials and Next Best Skill; not score 3 because these are minor redundancies, not unnecessary explanation.

4 / 5

Actionability

Fully actionable for an instruction-only skill: concrete selection rules ('revenue goal + adequate volume → tROAS; fixed-CPA goal + adequate volume → tCPA'), a concrete target-setting rule ('start at or slightly above the achievable CPA, not the aspirational one'), a labeling protocol (Measured / User-provided / Estimated), an exact save path template, and Quick Start example prompts covering the common cases. Per the rubric's code-vs-instruction note, absence of code is not penalized when guidance is this specific.

5 / 5

Workflow Clarity

Six clearly sequenced numbered steps with explicit validation checkpoints: a Decision Gate distinguishing 'Stop and ask' from 'Continue silently' conditions, a Done-when checklist with three verifiable criteria, and an error-recovery fallback ('mark it [needs export] and ask for the GA4/ecommerce conversion export rather than guessing'). Not a destructive/batch operation, so the validation cap does not apply.

5 / 5

Progressive Disclosure

The one bundle file (references/bid-strategy-matrix.md) is real, one level deep, and well-signaled with purpose ('strategy-selection thresholds, target-derivation formulas, portfolio grouping template, and learning-phase entry checklist') including a working anchor link (#portfolio-grouping, verified present). Not score 5 because several body links (../../../references/skill-contract.md, ../../../CONNECTORS.md, sibling SKILL.mds) point outside the bundle where their targets cannot be verified, slightly cluttering navigation.

4 / 5

Total

18

/

20

Passed

Description

100%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

Excellent description: third-person voice, concrete capability list, explicit 'Use when' triggers in natural user phrasing, and explicit boundary routing away from sibling skills. The trailing Chinese tag string is a minor stylistic oddity but serves bilingual search and does not detract from clarity.

DimensionReasoningScore

Specificity

The description lists multiple concrete outputs — 'produces a bid-strategy choice (tCPA / tROAS / max-conversions / manual CPC), the starting target math, a portfolio grouping map, and a learning-phase entry plan' — with comprehensive coverage of what the skill delivers. Not score 4 because coverage is comprehensive rather than having minor gaps.

5 / 5

Completeness

Explicitly answers both: what ('produces a bid-strategy choice... portfolio grouping map, and a learning-phase entry plan') and when ('Use when the user asks to...'). Matches the anchor-5 example structure of concrete capabilities followed by explicit trigger phrases.

5 / 5

Trigger Term Quality

Leads with quoted natural user phrasings — '"pick a bid strategy"', '"set a tCPA/tROAS target"', '"plan the learning-phase entry"' — plus synonyms (tCPA/tROAS, learning-phase) that users would naturally say. Not score 4 because it includes the concrete natural phrasings and their variants rather than missing common ones.

5 / 5

Distinctiveness Conflict Risk

Clear niche (bid strategy selection and learning-phase entry planning) with explicit negative triggers routing to siblings: 'use budget-optimizer', 'use budget-pacing-monitor', 'use ad-account-auditor'. Minimal conflict risk — the anti-triggers actively disambiguate the closest overlapping skills.

5 / 5

Total

20

/

20

Passed

Validation

81%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 13 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

metadata_field

'metadata' should map string keys to string values

Warning

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

relative_links

Relative link issues: 15 suspicious

Warning

Total

13

/

16

Passed

Repository

aaron-he-zhu/aaron-marketing-skills

Path

ad/orchestrate/bid-strategy-planner/SKILL.md

Reviewed

Table of Contents

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