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BF review-plan

Review implementation plans for parallelization, TDD, types, libraries, and security before execution

ClawHub Claude Code author: Kevin Anderson v1.0.0 MIT-0 2 files body ≈ 2 383 tokens Open the sourceclawhub.ai↗ analyzed 12 h ago

Review implementation plans for parallelization, TDD, types, libraries, and security before execution

As a process F 38/100 · Will not run — References files that are not bundled: ../../../beagle-python/skills/python-code-review/SKILL.md, ../../../beagle-python/skills/fastapi-code-review/SKILL.md, ../../../beagle-python/skills/sqlalchemy-code-review/SKILL.md

AnalyzerPostgreSQLData and analyticsAI and agentsWriting and documentstype and topics are labelled automatically from the skill text
Runs in: OpenClaw 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) Goose OpenCode
JSON
Technical rating
B
83/100
safety, quality, tests
Safety 60%
100
Quality 40%
57
Run on models
none yet
Process rating
F
38/100
Will not run
References files that are not bundled: ../../../beagle-python/skills/python-code-review/SKILL.md, ../../../beagle-python/skills/fastapi-code-review/SKILL.md, ../../../beagle-python/skills/sqlalchemy-code-review/SKILL.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. Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
  2. 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 description-no-when description does not say WHEN to use the skill (no "use when")
  • warning missing-ref reference to a missing file: ../../../beagle-python/skills/python-code-review/SKILL.md
  • warning missing-ref reference to a missing file: ../../../beagle-python/skills/fastapi-code-review/SKILL.md
  • warning missing-ref reference to a missing file: ../../../beagle-python/skills/sqlalchemy-code-review/SKILL.md
  • warning missing-ref reference to a missing file: ../../../beagle-python/skills/postgres-code-review/SKILL.md
  • warning missing-ref reference to a missing file: ../../../beagle-python/skills/pytest-code-review/SKILL.md
  • warning missing-ref reference to a missing file: ../../../beagle-react/skills/react-router-code-review/SKILL.md
  • warning missing-ref reference to a missing file: ../../../beagle-react/skills/react-flow-code-review/SKILL.md
  • warning missing-ref reference to a missing file: ../../../beagle-react/skills/shadcn-code-review/SKILL.md
  • warning missing-ref reference to a missing file: ../../../beagle-react/skills/vitest-testing/SKILL.md
  • warning missing-ref reference to a missing file: ../../../beagle-go/skills/go-code-review/SKILL.md
  • warning missing-ref reference to a missing file: ../../../beagle-go/skills/bubbletea-code-review/SKILL.md
  • note edit-residue the text marks something as outdated (lines 138): check that old rules are not kept next to new ones — the full check reads the text for contradictions

Process rating: all ten parameters 38/100

Will not run. References files that are not bundled: ../../../beagle-python/skills/python-code-review/SKILL.md, ../../../beagle-python/skills/fastapi-code-review/SKILL.md, ../../../beagle-python/skills/sqlalchemy-code-review/SKILL.md
  • 0Tools and files. 11 referenced file(s) missing: ../../../beagle-python/skills/python-code-review/SKILL.md, ../../../beagle-python/skills/fastapi-code-review/SKILL.md, ../../../beagle-python/skills/sqlalchemy-code-review/SKILL.md
  • 0Result and completion. Does not say what the result is
  • 0Inputs and preconditions. Does not say what the process needs to start
  • 0Progress reporting. Says nothing while it works
  • 20When it triggers. No condition that starts the skill
  • 30Running it twice. 1 mutating operations with no state check
  • 55Failures and branches. 1 branches
  • 100Steps. 31 steps
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 2383 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
  • +4Description does not say when NOT to use the skill (false activations)
  • +3Description length 101: 120–800 characters recommended
  • +3Output format is not stated: the model decides each time
  • +1No license
  • +2Single-language instructions
  • +4Structure: 15 headings
  • +3Step-by-step instructions: 31 items
  • +4Has examples (9 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 57.

External checks

ClawHub: clean
This is a single-file planning-review skill that reads a user-specified plan, checks it, writes a review document, and does not show hidden or unrelated behavior.
LLM: benign (high) · VirusTotal: · 1 Jun 2026