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vision-rescue

绝境反转方法论:当任务似乎没有希望、反复摆动、准备放弃愿景时的五步突破框架。 Use when: 任务看起来无解、多次尝试失败后想放弃、输出投降修辞("现状最优"/"没救了"/"接受现实")、连续 3+ 轮在希望与绝望间摆动。 Not for: 未出现绝境信号的常规 debugging(用 debugging)、常规探索/调研(用 deep-research)、operator 已签字降级的目标、trivial 任务。 Output: Desperation Packet(六问证据评估)+ 新方向行动计划 / operator 升级请求。

74

Quality

92%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

85%Weight 40%Scale 1-3

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

The body is a well-structured, highly actionable methodology with clear sequencing and validation gates. Its only weakness is mild token redundancy from the repeated F198 anecdote and dated detail.

Suggestions

Consolidate the F198 references into a single teaching case, dropping the three inline '> ' callouts that restate the same incident.

Move or mark the time-sensitive specifics (the 2026-05-13 date) as illustrative rather than load-bearing to keep the evergreen method lean.

DimensionReasoningScore

Conciseness

It is mostly efficient and assumes competence, but the F198 anecdote recurs as three separate inline '> ' callouts plus a full teaching case, and dated/time-sensitive detail adds tokens that could be consolidated.

2 / 3

Actionability

Concrete executable guidance: an ordered tool-priority ladder (strings/grep/experiment/docs/WebFetch), a literal help-request template, and a six-item Desperation Packet checklist — specific and copy-paste ready.

3 / 3

Workflow Clarity

A clear five-step sequence with explicit checkpoints and feedback loops ('任一 yes → 执行', '1 个强信号或 2 个普通信号 → 触发', '六问全答 → 提交;有空白 → 回去补') plus an error→fix mapping table.

3 / 3

Progressive Disclosure

A single self-contained SKILL.md with well-organized sections and no nested references; no bundle files exist to verify, and the content is appropriately kept in one clearly navigable file.

3 / 3

Total

11

/

12

Passed

Description

100%Weight 40%Scale 1-3

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

The description is precise and well-scoped: it states concrete capabilities, includes a rich set of natural trigger phrases, and clearly marks both when-to-use and when-not-to-use boundaries. It is an exemplary trigger-rich, conflict-resistant description.

DimensionReasoningScore

Specificity

Names a concrete five-step breakthrough framework and specifies the output artifacts (Desperation Packet six-question evidence eval + new-direction action plan / operator escalation request), matching the multiple-specific-actions anchor.

3 / 3

Completeness

Explicitly answers both what ('绝境反转方法论…五步突破框架' + Output) and when (Use when) plus exclusions (Not for), satisfying the both-what-and-when-with-triggers anchor.

3 / 3

Trigger Term Quality

Verbatim natural phrases a user would actually emit ('现状最优'/'没救了'/'接受现实'/'没希望'/'放弃'/'走投无路'/'都试过了') give good coverage of real trigger terms.

3 / 3

Distinctiveness Conflict Risk

An explicit 'Not for' boundary distinguishes it from debugging, deep-research, and operator-signed-off targets, giving a clear niche unlikely to fire for the wrong skill.

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

frontmatter_unknown_keys

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

Warning

Total

15

/

16

Passed

Repository
zts212653/clowder-ai
Reviewed

Table of Contents

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