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CF file-summarization

Summarize files or a requested directory scope from actual contents. Extract code, config, data and document evidence, preserve exact counts and source locations, and disclose incomplete or unsupported acquisition. Use for file summaries, code explanations and configuration overviews.

Jamie-BitFlight/claude_skills Agent Skills author: Jamie-BitFlight MIT 1 file body ≈ 1 143 tokens Open the sourcegithub.com↗ analyzed 7 d ago

Summarize files or a requested directory scope from actual contents.

As a process F 28/100 · No process to follow — References files that are not bundled: ../summarizer/references/fidelity-rules.md, ../summarizer/references/execution-contract.md, ../image-summarization/SKILL.md

ReferenceSoftware developmentWriting 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
88/100
safety, quality, tests
Safety 60%
100
Quality 40%
69
Run on models
none yet
Process rating
F
28/100
No process to follow
References files that are not bundled: ../summarizer/references/fidelity-rules.md, ../summarizer/references/execution-contract.md, ../image-summarization/SKILL.md
Tools and files w 18
0
Steps w 15
0
Result and completion w 14
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: 1. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning missing-ref reference to a missing file: ../summarizer/references/fidelity-rules.md
  • warning missing-ref reference to a missing file: ../summarizer/references/execution-contract.md
  • warning missing-ref reference to a missing file: ../image-summarization/SKILL.md
  • warning missing-ref reference to a missing file: ../summarizer/references/source-acquisition.md
  • warning missing-ref reference to a missing file: ../summarizer/references/evidence-record.md
  • warning missing-ref reference to a missing file: ../multi-source-synthesis/SKILL.md
  • note edit-residue the text marks something as outdated (lines 26): check that old rules are not kept next to new ones — the full check reads the text for contradictions

Process rating: all ten parameters 28/100

Will not run. References files that are not bundled: ../summarizer/references/fidelity-rules.md, ../summarizer/references/execution-contract.md, ../image-summarization/SKILL.md
  • 0Tools and files. 6 referenced file(s) missing: ../summarizer/references/fidelity-rules.md, ../summarizer/references/execution-contract.md, ../image-summarization/SKILL.md
  • 0Steps. Prose only: no discrete steps
  • 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
  • 70Inputs and preconditions. Inputs and preconditions are listed
  • 100Consistency. Name and required fields are in place
  • 100Execution cost. Instruction body is 1143 tokens
  • 100Running it twice. No mutating operations

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)
  • +3No numbered steps or checklist
  • +3Output format is not stated: the model decides each time
  • +1No license
  • +2Single-language instructions
  • +3Description length 285: enough signal without eating the budget
  • +4Structure: 4 headings
  • +4Has examples (1 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 69.