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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。

68

Quality

84%

Does it follow best practices?

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SecuritybySnyk

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SKILL.md
Quality
Evals
Security

Quality

Content

73%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.

The body delivers a well-sequenced, checkpoint-driven methodology with genuinely concrete artifacts (tool ladder, help-request template, six-question gate). Its weaknesses are redundancy — the F198 story is told four separate times — and a dated case study inlined where a reference file would keep the core lean.

Suggestions

Tell the F198 case once: keep the epigraph one-liner and move the full narrative (currently repeated as asides in Steps 2-4 and again in 教学案例) into a single case-study reference file, trimming roughly 15-20 lines of repetition.

Move the dated 教学案例 section (spike reference and 2026-05-13 date) into a references/case-f198.md and signal it as 'See [case-f198.md] for the worked example', which would also let progressive_disclosure score 5.

Make Step 5's '拒绝投降' as concrete as the other steps: specify the exact escalation message format to send the operator (mirroring the Step 4 help-request template) instead of the current principle-level bullets.

DimensionReasoningScore

Conciseness

The body is mostly efficient (tables, terse bullets, no explanation of concepts Claude already knows), but the F198 case is retold four times — in the epigraph ('两只大猫花 3 小时...'), as blockquote asides in Steps 2, 3, and 4, and again in a full '教学案例' section — and it carries time-sensitive specifics (spike date '2026-05-13') outside any deprecated/old-patterns section. This fits the 3 anchor (mostly efficient but could be tightened) rather than 4, where only minor trimming would be needed.

3 / 5

Actionability

Concrete, executable guidance dominates: a tool-priority ladder starting with '`strings <binary>` / 反编译', a copy-paste help-request format ('我卡在 X,试过 A/B/C,你能从 Y 角度看看吗?'), and the six-question Desperation Packet checklist. It is not 5 because portions of Step 5 and the rhetoric discussion stay abstract ('代码 > 文档 > 博客 > 推测', '拒绝投降') without an equally concrete procedure; it is above 3 since the core actions are directly executable rather than pseudocode-level.

4 / 5

Workflow Clarity

The five-step framework is explicitly sequenced (Step 1–5) with decision gates and a feedback loop: '任一 yes → 执行 Step 2-5', '卡 3 轮 → 必须喊人(硬触发器)', and the gate '六问全答 → 提交 operator 决策。有空白 → 回去补' — an explicit validate-and-retry checkpoint. No destructive/batch operations apply, so no cap; this matches the 5 anchor's checklists and error-recovery loop.

5 / 5

Progressive Disclosure

The skill has no bundle files and is a single well-sectioned document with clear headers, two lookup tables, and cross-skill references clearly labeled in a boundary table. It is not 5: at ~120 lines it exceeds the small self-contained exception, and the full F198 teaching case (plus its repeated asides) is inline content that would fit a one-level-deep reference file. It is clearly above 3 — structure is good and nothing is buried or nested.

4 / 5

Total

16

/

20

Passed

Description

95%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.

A strong description: it explicitly answers what, when, when-not, and what output to produce, with an unusually thorough natural-language trigger list and explicit disambiguation from adjacent skills. The only gap is that the five steps of the framework are named but never summarized, leaving slight vagueness in the 'what'.

DimensionReasoningScore

Specificity

The description names the domain ('绝境反转方法论:...五步突破框架') and concrete deliverables ('Desperation Packet(六问证据评估)+ 新方向行动计划 / operator 升级请求'), which is several specific actions with minor gaps — it never enumerates what the five steps actually are, so it falls between the 3 anchor (1-2 concrete actions) and the 5 anchor (comprehensive coverage).

4 / 5

Completeness

Both 'what' and 'when' are answered explicitly and concretely: what ('五步突破框架' plus explicit Output artifacts) and when ('Use when: 任务看起来无解、多次尝试失败后想放弃...连续 3+ 轮在希望与绝望间摆动' with concrete trigger phrases). It exceeds the 5 anchor by also adding 'Not for:' exclusions; it is not the 4 anchor because 'when' is fully explicit, not merely present.

5 / 5

Trigger Term Quality

Comprehensive natural-language trigger coverage: the frontmatter lists 15 phrases users/models would actually emit ('没希望', '没救了', '无解', '不可能', '接受现实', '放弃', '现状最优', 'vision rescue') and the description itself quotes surrender rhetoric inline ('现状最优'/'没救了'/'接受现实'). This matches the 5 anchor's comprehensive synonym coverage; nothing natural appears missing.

5 / 5

Distinctiveness Conflict Risk

It carves a clear niche (desperation/oscillation signals on a vision goal) and explicitly disambiguates the nearest neighbors: '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'. Minimal conflict risk; not the 4 anchor since overlap is addressed head-on rather than merely minor.

5 / 5

Total

19

/

20

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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