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review-forecast

Use when the user wants forecast posture, forecast accuracy, commit, upside, forecast-call preparation, or a pipeline or deal-risk review for a seller book, team, period, report, or named deal set. Produce a manager-ready forecast rollup, risk posture, recommendation changes, evidence gaps, and follow-up actions.

72

Quality

88%

Does it follow best practices?

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SecuritybySnyk

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SKILL.md
Quality
Evals
Security

Quality

Content

77%

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

A highly actionable, well-sequenced forecast-review workflow with a concrete output template and validation checkpoints. Its main weakness is verbosity from repeated guardrails and a long monolithic body rather than progressive split into references.

Suggestions

Consolidate the read-only guardrail into one Rules-section statement instead of restating it in Context-Gathering, Next Steps to avoid, Automation Offer Guard, and Rules.

Move the detailed automation prompt block and matching-automation detection logic into a reference file, keeping SKILL.md as an overview that links to it.

Tighten multi-clause guardrail sentences (e.g., step 1's scope/truth/convention list) into shorter bulleted conditions to reduce token load.

DimensionReasoningScore

Conciseness

Mostly efficient and it assumes Claude's competence (no generic forecast primers), but the read-only guardrail ("never changes forecast categories, close dates, CRM records, tasks, or messages") is restated at least four times and several guardrail sentences could be tightened.

2 / 3

Actionability

Provides copy-paste-ready guidance: exact scope options to offer, low/moderate/high risk labels, a full markdown output template, and a concrete automation prompt block with field names and enum values that match the bundled schema.

3 / 3

Workflow Clarity

A clearly sequenced four-step workflow (resolve scope, build truth set, add bounded evidence, evaluate posture) with explicit checkpoints (bounded candidate pass, downgrade-to-risk-only on thin data, stop-and-ask) and a Failure Handling section.

3 / 3

Progressive Disclosure

The single reference (request-schema.yaml) is well-signaled and one level deep, but the ~187-line body is largely a monolithic wall of inline guardrails and output detail that could be split into reference files.

2 / 3

Total

10

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12

Passed

Description

100%

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

A strong, third-person description that names concrete outputs and gives explicit "Use when..." triggers covering natural sales-forecast vocabulary. It clearly answers both what and when with minimal padding.

DimensionReasoningScore

Specificity

Lists multiple concrete outputs: "manager-ready forecast rollup, risk posture, recommendation changes, evidence gaps, and follow-up actions," matching the anchor for listing several specific concrete actions.

3 / 3

Completeness

Explicitly answers both: "Use when the user wants..." (when) and "Produce a manager-ready forecast rollup..." (what), with an explicit trigger clause.

3 / 3

Trigger Term Quality

Natural sales-ops terms a manager would say are well covered: "forecast posture, forecast accuracy, commit, upside, forecast-call preparation, pipeline, deal-risk review," plus scope variants like "seller book, team, period, report, named deal set."

3 / 3

Distinctiveness Conflict Risk

Has a clear niche (forecast review for a seller book/team/report) with distinct, domain-specific triggers unlikely to fire for unrelated skills.

3 / 3

Total

12

/

12

Passed

Validation

93%

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

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

relative_links

Relative link issues: 2 suspicious

Warning

Total

15

/

16

Passed

Repository
XiaomiMiMo/MiMo-Code
Reviewed

Table of Contents

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