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Create, restructure, review, audit, or migrate DeepSeek Harness Markdown documentation, package READMEs, and the documentation website using audience-first hierarchy, kind-mapped YAML metadata, bilingual line alignment, summary/contents navigation, progressive user-to-developer detail, executed-operation fact-checking, and repository validation. Use for new or revised DSH docs, docs-tree organization, documentation-quality audits and budgets, website page publishing, and bilingual documentation structure changes.

The skillemall take

Promises to automate DeepSeek Harness docs: hierarchy checks, YAML metadata, bilingual alignment, link validation. Contains 14 files, 4453 tokens. Quality scores show 72% quality but only 39% process coverage—the gap hints at incomplete automation. No critical errors found, though broken references and missing files exist. No model runs or sandbox testing recorded.

Use as a reviewer for existing documentation, not as a generator for new docs from scratch. Expect manual fixes needed. Install if you're restructuring docs and want consistency checks, not if you're starting from zero.

deepseek-ai/deepseek-harness Agent Skills author: deepseek-ai MIT 14 files body ≈ 4 453 tokens Open the sourcegithub.com↗ analyzed 5 d ago

Create, restructure, review, audit, or migrate DeepSeek Harness Markdown documentation, package READMEs, and the documentation website using audience-first…

As a process D 39/100 · Unfinished process — References files that are not bundled: ../../../docs/AGENTS.md, ../dsh-create-upgrade-guide/SKILL.md, ../../notes/README.md

AnalyzerWriting and documentstype and topics are labelled automatically from the skill text
Runs in: Claude / Claude Code ChatGPT / Codex Gemini CLI Cursor GitHub Copilot / VS Code Qwen Code Kimi Code CLI Z.ai (GLM) DeepSeek (Deep Code) Mistral Vibe LangChain (deepagents) OpenClaw Goose OpenCode
JSON
Technical rating
C
89/100
safety, quality, tests
Safety 60%
100
Quality 40%
72
Run on models
none yet
Process rating
D
39/100
Unfinished process
References files that are not bundled: ../../../docs/AGENTS.md, ../dsh-create-upgrade-guide/SKILL.md, ../../notes/README.md
Tools and files w 18
0
Result and completion w 14
0
Failures and branches w 10
0
the three weakest of ten parameters · all ten

How to improve

  1. The text references files that are not there: add them or drop the references.
For the model run — optional
  • Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
  • A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.

Guard findings · 0

✓ No critical or high findings

Files scanned: 14. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: ../../../docs/AGENTS.md
  • warning missing-ref reference to a missing file: ../dsh-create-upgrade-guide/SKILL.md
  • warning missing-ref reference to a missing file: ../../notes/README.md
  • warning missing-ref reference to a missing file: ../../../docs/i18n/README.md
  • warning missing-ref reference to a missing file: ../../../AGENTS.md
  • warning missing-ref reference to a missing file: ../dsh-trim-cot-leakage/SKILL.md
  • warning missing-ref reference to a missing file: ../dsh-find-simplifications/SKILL.md
  • warning missing-ref reference to a missing file: ../../../scripts/doc-budgets.manifest.json
  • warning missing-ref reference to a missing file: ../../../docs/AGENTS.md
  • warning missing-ref reference to a missing file: ../../../website/docs.ts
  • warning missing-ref reference to a missing file: ../../../scripts/project-doc-site.ts
  • warning missing-ref reference to a missing file: ../dsh-prose-standard/SKILL.md
  • warning missing-ref reference to a missing file: ../../../packages/session/session-persistence-jsonl/README.md
  • warning missing-ref reference to a missing file: ../../../packages/session/session-persistence-jsonl/README.zh.md

Process rating: all ten parameters 39/100

Will not run. References files that are not bundled: ../../../docs/AGENTS.md, ../dsh-create-upgrade-guide/SKILL.md, ../../notes/README.md
  • 0Tools and files. 14 referenced file(s) missing: ../../../docs/AGENTS.md, ../dsh-create-upgrade-guide/SKILL.md, ../../notes/README.md
  • 0Result and completion. Does not say what the result is
  • 0Failures and branches. Linear process with no failure handling
  • 0Progress reporting. Says nothing while it works
  • 20When it triggers. No condition that starts the skill
  • 30Running it twice. 8 mutating operations with no state check
  • 70Inputs and preconditions. Inputs and preconditions are listed
  • 70Execution cost. Instruction body is 4453 tokens
  • 100Steps. 54 steps
  • 100Consistency. Name and required fields are in place
  • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • low 13 top-level sections: this looks like several domains in one skill
  • low The response is described with custom markup (3 tags): a typed call is more reliable

Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.

Quality signals

  • +5Description has no quoted example phrases that should trigger the skill
  • +4Description does not say when NOT to use the skill (false activations)
  • +3Output format is not stated: the model decides each time
  • +4No input/output examples
  • +1No license
  • +2Single-language instructions
  • +3Description length 518: enough signal without eating the budget
  • +4Structure: 14 headings
  • +3Step-by-step instructions: 54 items
  • +4Reference files are cited in the instructions (5 of 5)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 72.