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BF tilelang-dev-guide

Apply TileLang C++ development conventions and plan focused regression coverage. Use for C++ edits, style reviews or documentation, and before choosing tests for bug fixes, behavior changes, or test extensions. Not for merely running existing builds or tests or publishing PRs.

tile-ai/tilelang Agent Skills author: tile-ai NOASSERTION 2 files body ≈ 301 tokens Open the sourcegithub.com↗ analyzed 5 d ago

Apply TileLang C++ development conventions and plan focused regression coverage.

As a process F 29/100 · No process to follow — References files that are not bundled: ../../../docs/developer_guide/cpp_style.md, ../../../docs/developer_guide/testing_style.md

ReferenceData and analyticsWriting 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
B
90/100
safety, quality, tests
Safety 60%
100
Quality 40%
76
Run on models
none yet
Process rating
F
29/100
No process to follow
References files that are not bundled: ../../../docs/developer_guide/cpp_style.md, ../../../docs/developer_guide/testing_style.md
Tools and files w 18
0
Result and completion w 14
0
Inputs and preconditions w 11
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: 2. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: ../../../docs/developer_guide/cpp_style.md
  • warning missing-ref reference to a missing file: ../../../docs/developer_guide/testing_style.md

Process rating: all ten parameters 29/100

Will not run. References files that are not bundled: ../../../docs/developer_guide/cpp_style.md, ../../../docs/developer_guide/testing_style.md
  • 0Tools and files. 2 referenced file(s) missing: ../../../docs/developer_guide/cpp_style.md, ../../../docs/developer_guide/testing_style.md
  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Failures and branches. Linear process with no failure handling
  • 0Progress reporting. Says nothing while it works
  • 30Running it twice. 2 mutating operations with no state check
  • 50Steps. 2 steps
  • 50When it triggers. No condition that starts the skill
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 301 tokens

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
  • +3No numbered steps or checklist
  • +3Output format is not stated: the model decides each time
  • +4No input/output examples
  • +1No license
  • +2Single-language instructions
  • +4Description says when NOT to use the skill
  • +3Description length 277: enough signal without eating the budget
  • +4Structure: 3 headings
  • +4Reference files are cited in the instructions (1 of 1)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 76.