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arming-thought

求是方法论的入口与总原则。在每次新的顶层会话开始时加载一次,用「实事求是」约束全部判断,并只在明确适用时把任务路由到对应的方法论 skill;被派遣执行单一具体任务的子 agent 直接跳过。 English: Entry point and governing principle of the Qiushi methodology. Load once at the start of a top-level session to enforce "seek truth from facts" and route to a downstream skill only when it clearly helps. Delegated sub-agents on narrow tasks should skip it.

Quality

76%

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SecuritybySnyk

Passed

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Fix and improve this skill with Tessl

tessl review fix ./skills/arming-thought/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

86%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 is a lean, well-structured methodology router: an anchoring quote, a compact four-rule table, a situation-to-skill routing table, and disciplined invocation rules. It earns top marks for conciseness and progressive disclosure and strong marks for actionability and workflow clarity, with only minor aphoristic gaps.

DimensionReasoningScore

Conciseness

Lean and efficient throughout; the opening quote and the two compact tables (four rules, routing table) each earn their place and assume Claude's competence. Not 4 because there is no over-explanation or padding left to trim.

5 / 5

Actionability

Highly actionable routing table (situation -> which skill) and the four-rule table (rule -> 做法 -> 违反信号) give concrete decision guidance; code absence is not penalized for an instruction-only methodology skill per scoring_notes. Not 5 because some guidance ('认真,但不机械') is aphoristic rather than concrete.

4 / 5

Workflow Clarity

Clear routing sequence with discipline checkpoints (调用纪律: one main skill at a time, defer to host flows, no mechanical invocation). Not 5 because checkpoints are implicit with no explicit validate->fix->retry loop; not 3 because most checkpoints are present and the operation is not destructive/batch, so the cap-at-3 rule does not apply.

4 / 5

Progressive Disclosure

A single self-contained ~50-line file with well-organized sections and no nested references; the under-50-line simple-skill exception applies. References to downstream skills are names rather than file links, which is appropriate for this overview router.

5 / 5

Total

18

/

20

Passed

Description

55%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.

The description clearly defines the skill's role as a methodology entry point and router with an explicit load-once/skip-sub-agent gating rule, but it is written in mechanism voice rather than natural task-trigger voice. It answers both what and when, yet underperforms on natural trigger terms users would actually say.

Suggestions

Add concrete natural-language trigger phrases a user would say (e.g. 'Use when you need to make a judgment with insufficient facts, untangle a complex multi-sided problem, or choose between competing approaches'), rather than describing the load/session mechanism.

Surface 2-3 of the concrete routing situations (investigation, contradiction analysis, validation/iteration) directly in the description instead of leaving them only in the body table.

Lead with the 'what' in a tight single clause before the routing/skip mechanics, so the capability reads first and the gating reads second.

DimensionReasoningScore

Specificity

Names the methodology-router domain and ~2 concrete actions ('enforce seek truth from facts', 'route to a downstream skill only when it clearly helps') but not a comprehensive multi-action list. Not 4 because only two actions and clear coverage gaps; not 2 because it goes beyond merely naming the domain.

3 / 5

Completeness

Both 'what' (entry point/governing principle enforcing Qiushi + routing) and 'when' ('Load once at the start of a top-level session'; skip for narrow sub-agents) are explicit. Not 5 because the 'when' is session-mechanism-flavored and lacks concrete task-trigger phrases; not 3 because 'when' is explicit rather than merely implied.

4 / 5

Trigger Term Quality

Trigger phrasing is mechanism-speak ('Load once at the start of a top-level session', 'route ... only when it clearly helps') rather than natural task keywords a user would say; the concrete trigger terms (investigation, contradiction analysis, etc.) live in the body, not the description. Not 3 because even common variations are absent from the description.

2 / 5

Distinctiveness Conflict Risk

Clear niche as a methodology entry-point/router with an explicit skip rule for narrow sub-agents, giving minimal conflict risk. Not 5 because trigger distinctiveness relies on the body rather than the description itself.

4 / 5

Total

13

/

20

Passed

Validation

100%

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

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository

HughYau/qiushi-skill

Path

skills/arming-thought/SKILL.md

Reviewed

Table of Contents

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