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unified-taskflow

【强制】复杂任务管理系统。 AI 必须在遇到以下情况时**先读取此 SKILL.md**,再执行任何操作: - 多文件变更、规划设计、新功能开发 - 用户说"帮我想想/重构/升级/实现" 禁止使用内置 agentic_mode 的 artifact 目录处理复杂任务,必须使用项目根目录下的 .taskflow/ 目录。

Quality

74%

Does it follow best practices?

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SecuritybySnyk

Passed

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tessl review fix ./skills/unified-taskflow/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

81%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 well-structured process skill: the workflow is clearly sequenced with explicit validation gates, a real escalation feedback loop, and concrete numeric thresholds, while detail is appropriately pushed into one-level-deep reference files. The main gaps are mild redundancy (references and triggers listed twice) and the unmentioned scripts/ directory, whose lifecycle tooling is never surfaced to the agent.

DimensionReasoningScore

Conciseness

The body is dense and assumes competence — tables for checkpoint events and anti-patterns carry real information with no padding or explanation of concepts Claude already knows. Not 5 because of visible redundancy: the trigger conditions are stated twice (frontmatter and '触发判断'), and the reference files are listed twice ('按需加载' and the '引用文件' table), with 'phase0-clarification.md' pointed to three times.

4 / 5

Actionability

Concrete, executable instruction throughout: a precise directory layout, an event table with numeric thresholds ('每 2 次文件操作触发一次(Debug 窗口放宽为 4 次)'), an enumerated checkpoint-update content list, and a 7-row anti-pattern table pairing each failure mode with the correct practice. Not 5 because some key mechanics stay abstract at this level ('完备性门禁(详见…)', '生成防幻觉锚点') and, notably, the bundle's two scripts (session-catchup.py, task-lifecycle.py) are never invoked, so Claude lacks the concrete commands to create/advance tasks.

4 / 5

Workflow Clarity

Clear Phase 0 → Execution → Completion sequence with explicit validation checkpoints throughout: user confirmation of the understanding snapshot before any artifact is written, per-checkpoint re-grounding item-by-item checks against Critical Constraints and Done-when, and a final completion re-grounding. The 3-Strike Protocol provides a genuine validate → change approach → escalate feedback loop, and the anti-pattern table acts as a checklist. This matches the top anchor.

5 / 5

Progressive Disclosure

References are one level deep, all exist on disk (4 references/*.md, 3 assets/templates/*.md), and each is signaled with a purpose and load condition. Not 5 because the reference map is duplicated across two sections ('按需加载' and '引用文件'), and the scripts/ directory is orphaned — two Python files the body never mentions or links, so a whole bundle tier is undiscoverable.

4 / 5

Total

17

/

20

Passed

Description

57%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 excels at 'when' — explicit trigger conditions with natural user phrasing and a default-trigger rule — but is weak on 'what': '复杂任务管理系统' is a generic label with no concrete capability statements, so a reader cannot tell what the skill actually does. Broad triggers like 'implement' and 'new feature development' also create overlap risk with general development skills.

Suggestions

State 2-3 concrete capabilities in the description, e.g. '生成理解快照与 anchor.md、通过 checkpoint 协议跟踪多文件任务进度、按 3-Strike 协议升级阻塞问题' — this would lift both specificity and completeness.

Narrow the trigger terms: '新功能开发' and '实现' fire on almost any coding request; scope them (e.g. '涉及 3+ 文件的新功能开发') to reduce conflict with general coding/planning skills.

Move the internal-harness prohibition ('禁止使用内置 agentic_mode 的 artifact 目录') out of the description or compress it — it consumes description budget without telling the user what the skill does.

DimensionReasoningScore

Specificity

The description names the domain ("复杂任务管理系统") and a couple of concrete behaviors ("必须使用项目根目录下的 .taskflow/ 目录", "禁止使用内置 agentic_mode 的 artifact 目录"), but never states what the system actually does (anchor files, checkpoints, phases), so coverage is not comprehensive. It sits between the 'names domain and 1-2 concrete actions' (3) and 'several specific actions' (4) anchors, closer to 3 because the only true capability statement is one generic noun phrase.

3 / 5

Completeness

The 'when' is explicitly and strongly answered (trigger conditions enumerated, plus a default-trigger rule in the body), but the 'what' is only the vague phrase "复杂任务管理系统" — it never says the skill performs understanding snapshots, checkpoint tracking, or task archiving. Not 4 because anchor 4 assumes a substantive 'what' with the 'when' merely improvable; here the 'what' side is too generic, and not 2 because the explicit 'when' clause is present and concrete.

3 / 5

Trigger Term Quality

It includes natural user phrasing users would actually say — "用户说'帮我想想/重构/升级/实现'", "多文件变更、规划设计、新功能开发" — which is good trigger coverage. Not 5 because common variations and synonyms are missing (e.g. English equivalents like 'plan/design a feature', 'make changes across files'), so a few natural terms are absent.

4 / 5

Distinctiveness Conflict Risk

The '.taskflow/' directory mandate and the prohibition on the built-in artifact directory give it a distinct niche, but the trigger terms "新功能开发", "重构", "实现" are extremely broad and would fire on nearly any feature-development or refactoring request, overlapping with many general coding/planning skills. Somewhat specific, but overlap risk remains — matches anchor 3.

3 / 5

Total

13

/

20

Passed

Validation

87%

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

Validation — 14 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

relative_links

Relative link issues: 3 deeper-than-1-level

Warning

referenced_paths_exist

Referenced path issues: 3 deeper-than-1-level

Warning

Total

14

/

16

Passed

Repository

ooooooooooooooooooop/ai_life_os

Path

skills/unified-taskflow/SKILL.md

Reviewed

Table of Contents

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