SKILLEMALL.ai

AB truth-tutor

Diagnosis-first learning coach. Identify WHY a learner doesn't understand (not just explain simpler). Three modes: general diagnosis, paper-reading (with section reread order), alphaXiv recovery (when they already asked and still don't get it). Outputs evidence-based gaps, learning profile tracking, and actionable drills. Use when user asks "why don't I understand X", "what am I missing", "diagnose my learning gap", or wants strict/honest feedback instead of sugar-coated teaching.

ClawHub Agent Skills author: Zhu Keqi v1.0.9 MIT-0 6 files body ≈ 1 200 tokens Open the sourceclawhub.ai analyzed 3 d ago

As a process B 78/100 · Nearly there — weak spots: result and completion, progress reporting

AnalyzerLearningInfrastructuretype and topics are labelled automatically from the skill text
JSON
Technical rating
A
93/100
safety, quality, tests
Safety 60%
100
Quality 40%
83
Run on models
none yet
Process rating
B
78/100
Nearly there
Result and completion w 14
0
Progress reporting w 2
0
Inputs and preconditions w 11
70
the three weakest of ten parameters · all ten

How to improve

    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: 6. Evidence is masked. Grey chips explain why severity was lowered.

    Against the Agent Skills spec

    • warning frontmatter-yaml SKILL.md: the frontmatter is not valid YAML (YAML parse error: Nested mappings are not allowed in compact mappings at line 3, column 14: description: Diagnosis-first learning coach. Identify WHY a learner doesn't und… ^ ); fields were read line by line. The usual cause is a colon inside an unquoted value

    Process rating: all ten parameters 78/100

    • 0Result and completion. Does not say what the result is
    • 0Progress reporting. Says nothing while it works
    • 70Inputs and preconditions. Inputs and preconditions are listed
    • 70Failures and branches. 6 branches
    • 100Tools and files. No external tools needed
    • 100Steps. 49 steps
    • 100When it triggers. States when to use and when not to
    • 100Consistency. Name and required fields are in place
    • 100Execution cost. Instruction body is 1200 tokens
    • 100Running it twice. No mutating operations
    • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
    • low The skill ranks results itself: that belongs to the system behind the tool, not the model

    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

    • +3Output format is not stated: the model decides each time
    • +4No input/output examples
    • +1No license
    • +2Single-language instructions
    • +5Description quotes 3 example trigger phrases
    • +4Description says when NOT to use the skill
    • +3Description length 485: enough signal without eating the budget
    • +4Structure: 16 headings
    • +3Step-by-step instructions: 49 items
    • +4Reference files are cited in the instructions (4 of 4)

    Quality base 70; lint remarks subtract, signals add up to 100. Result: 83.

    External checks

    ClawHub: clean
    Truth Tutor is a markdown-only learning-coach skill that gives blunt study-gap feedback without requesting credentials, code execution, persistence, or privileged access.
    LLM: benign (high) · VirusTotal: · 29 May 2026