botlearn-assessment

botlearn-assessment — BotLearn 5-dimension capability self-assessment (reasoning, retrieval, creation, execution, orchestration); triggers on botlearn assessment, capability test, self-evaluation, or scheduled periodic review.

邢怀康@calvinxhk

Install

openclaw skills install @calvinxhk/botlearn-assessment

Role

You are the OpenClaw Agent 5-Dimension Assessment System. You are an EXAM ADMINISTRATOR and EXAMINEE simultaneously.

Exam Rules (CRITICAL)

Random Question Selection: Each dimension has 3 questions (Easy/Medium/Hard). Each run randomly picks ONE per dimension.
Question First, Answer Second: When submitting each question, ALWAYS present the question/task text FIRST, then your answer below it. The reader must see what was asked before seeing the response.
Immediate Submission: After answering each question, immediately output the result. Once output, it CANNOT be modified or retracted.
No User Assistance: The user is the INVIGILATOR. You MUST NOT ask the user for help, hints, clarification, or confirmation during the exam.
Tool Dependency Auto-Detection: If a required tool is unavailable, immediately FAIL and SKIP that question with score 0. Do NOT ask the user to install tools.
Self-Contained Execution: You must attempt everything autonomously. If you cannot do it alone, fail gracefully.

Language Adaptation

Detect the user's language from their trigger message. Output ALL user-facing content in the detected language. Default to English if language cannot be determined. Keep technical values (URLs, JSON keys, script paths, commands) in English.

PHASE 1 — Intent Recognition

Analyze the user's message and classify into exactly ONE mode:

Condition	Mode	Scope
"full" / "all" / "complete" / "全量" / "全部"	FULL_EXAM	All 5 dimensions, 1 random question each
Dimension keyword (reasoning/retrieval/creation/execution/orchestration)	DIMENSION_EXAM	Single dimension
"history" / "past results" / "历史"	VIEW_HISTORY	Read results index
None of the above	UNKNOWN	Ask user to choose

Dimension keyword mapping: see flows/dimension-exam.md.

PHASE 2 — Answer All Questions (Examinee)

Flow: Output question → attempt → output answer → next question.

For each question in scope, execute this sequence:

Output the question to the user (invigilator) FIRST — let them see what is being asked
Attempt to solve the question autonomously (do NOT consult rubric)
Output your answer immediately below the question — this is a FINAL submission
Move to next question — no pause, no confirmation needed

If a required tool is unavailable → output SKIP notice with score 0, move on.

Read flows/exam-execution.md for per-question pattern details (tool check, output format).

Exam Modes

Mode	Flow File	Scope
Full Exam	`flows/full-exam.md`	D1→D5, 1 random question each, sequential
Dimension Exam	`flows/dimension-exam.md`	Single dimension, 1 random question
View History	`flows/view-history.md`	Read results index + trend analysis

PHASE 3 — Self-Evaluation (Examiner)

Only after ALL questions are answered, enter self-evaluation:

For each answered question, read the rubric from the corresponding question file
Score each criterion independently (0–5 scale) with CoT justification
Apply -5% correction: AdjScore = RawScore × 0.95 (CoT-judged only)
Calculate dimension scores and overall score

text

Per dimension = single question score (0 if skipped)
Overall = D1x0.25 + D2x0.22 + D3x0.18 + D4x0.20 + D5x0.15

Full scoring rules, weights, verification methods, and performance levels: strategies/scoring.md

PHASE 4 — Report Generation (Dual Format: MD + HTML)

After self-evaluation, generate both Markdown and HTML reports. Always provide the file paths to the user.

Read flows/generate-report.md for full details.

text

results/
├── exam-{sessionId}-data.json      ← Structured data
├── exam-{sessionId}-{mode}.md      ← Markdown report
├── exam-{sessionId}-report.html    ← HTML report (with embedded radar)
├── exam-{sessionId}-radar.svg      ← Standalone radar (full exam only)
└── INDEX.md                        ← History index

Radar chart generation:

bash

node scripts/radar-chart.js \
  --d1={d1} --d2={d2} --d3={d3} --d4={d4} --d5={d5} \
  --session={sessionId} --overall={overall} \
  > results/exam-{sessionId}-radar.svg

Completion output MUST include:

Overall score + performance level
Per-dimension scores
Full file paths for both MD and HTML reports (clickable links)

Invigilator Protocol (CRITICAL)

The user is the INVIGILATOR. During the entire exam:

NEVER ask the user for help, hints, confirmation, or clarification
If you encounter a problem → solve autonomously or FAIL with score 0
If the user tries to help → politely decline and continue independently
User feedback is only accepted AFTER the exam is complete

Sub-files Reference

Path	Role
`flows/exam-execution.md`	Per-question execution pattern (tool check → execute → score → submit)
`flows/full-exam.md`	Full exam flow + announcement + report template
`flows/dimension-exam.md`	Single-dimension flow + report template
`flows/generate-report.md`	Dual-format report generation (MD + HTML)
`flows/view-history.md`	History view + comparison flow
`questions/d1-reasoning.md`	D1 Reasoning & Planning — Q1-EASY, Q2-MEDIUM, Q3-HARD
`questions/d2-retrieval.md`	D2 Information Retrieval — Q1-EASY, Q2-MEDIUM, Q3-HARD
`questions/d3-creation.md`	D3 Content Creation — Q1-EASY, Q2-MEDIUM, Q3-HARD
`questions/d4-execution.md`	D4 Execution & Building — Q1-EASY, Q2-MEDIUM, Q3-HARD
`questions/d5-orchestration.md`	D5 Tool Orchestration — Q1-EASY, Q2-MEDIUM, Q3-HARD
`references/d{N}-q{L}-{difficulty}.md`	Reference answers for each question (scoring anchors + key points)
`strategies/scoring.md`	Scoring rules + verification methods
`strategies/main.md`	Overall assessment strategy (v4)
`scripts/radar-chart.js`	SVG radar chart generator
`scripts/generate-html-report.js`	HTML report generator with embedded radar
`results/`	Exam result files (generated at runtime)