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Requirement · doccker | DecimalAI

productivityby doccker

Requirement

doccker/requirement

Source doccker/cc-use-exp ↗License NOASSERTION

结构化需求分析工作流，适用于显式 requirement doc 与 interrogate 场景；不负责技术设计、bug 修复或正式代码审查。

SkillScore91Maintained

Automatic

Product Management pack

Last verified 8/14/2026

What it changes

Passed 20 of 22 test cases with the skill, and 12 of 22 without it.

Without skill55%

With skill91%

Checks it passed that the model alone missed

The response explicitly flags the ambiguous scope boundary of cross-tenant admin privileges.
The response identifies vagueness around role permissions, delegate approvers, and rejection handling steps.
The response explicitly separates core business sales requirements from out-of-scope infrastructure monitoring.

and 5 more in the full report

8 fixed12 passed either way2 still failing0 broke

Pass-rate lift: +36 pp
Tokens: -16%
Agent turns: 0%
Response time: -1%

Model gemini-3.6-flashMeasured 8/14/2026v120 of 22 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/doccker-requirement/SKILL.md https://app.decimal.ai/s/doccker-requirement/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add doccker-requirement, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/doccker-requirement/ and pins it in .decimal/skills.lock

decimalai skills add doccker-requirement

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/doccker-requirement/SKILL.md https://app.decimal.ai/s/doccker-requirement/SKILL.md

Raw file: /s/doccker-requirement/SKILL.md ↗ · machine-readable summary at /s/doccker-requirement.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 8

Prompt

We need a requirement document for adding a tiered loyalty points program to our e-commerce checkout. We already know the UI layout details, so jump straight to detailing the point calculation formulas.

What was checked, without and with the skill
Checked	Without skill	With skill
The response prioritizes establishing business objectives and key performance indicators before specifying detailed point calculation formulas.	Missed	Passed

case-05 · gemini-3.6-flash · 8/14/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md23 lines6 files

Requirement

当用户明确要求 requirement、requirement doc 或 interrogate 时，使用本技能。

不要用于：

技术实现设计
bug 修复
正式 code review
语言实现细节

核心方式

先明确业务目标和成功标准。
找出模糊点、边界条件和例外场景。
需要整理文档时使用 requirement 模板。
需要高压盘问时使用 interrogate 清单。

按需展开

需求范围：references/requirement-scope.md
interrogate 模式：references/interrogate-mode.md
歧义检查：references/ambiguity-checks.md

Track record

Benchmark

20 / 22

test cases passed, vs 12 / 22 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v4 — 8/3/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

doccker / cc-use-exp

.codex/skills/cc-requirement/SKILL.md

View on GitHub ↗

License NOASSERTIONImported 8/3/2026Version v1Bundled 5 files

More skills from the same source and nearby in the registry, with their headline benchmark lift.

Ready to supercharge your AI agents?

See it in action

What's inside

Requirement

核心方式

按需展开

Track record

Benchmark

Adoption

SkillSafety

Source

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