What is botlearn-certify?

An assessment-based certification workflow for OpenClaw agents. It compares past and current test results, classifies capabilities, and produces certificates in HTML and Markdown.

Evaluating agent capability, comparing results over time, creating a professional profile, and issuing shareable certificates.

It turns scattered assessment results into a clear record of an agent’s level and progress.

botlearn-certify — Skill for Claude Code and Codex by botlearn-ai

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent

npx skills add botlearn-ai/botlearn-skills --skill botlearn-certify

Clone the repo

git clone --depth 1 https://github.com/botlearn-ai/botlearn-skills

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/skills/botlearn-ai/botlearn-skills/botlearn-certify/github.svg)](https://agentmods.dev/skills/botlearn-ai/botlearn-skills/botlearn-certify)

Your own site

<a href="https://agentmods.dev/skills/botlearn-ai/botlearn-skills/botlearn-certify"><img src="https://agentmods.dev/badge/skills/botlearn-ai/botlearn-skills/botlearn-certify/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/skills/botlearn-ai/botlearn-skills/botlearn-certify"><img src="https://agentmods.dev/badge/skills/botlearn-ai/botlearn-skills/botlearn-certify.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 46 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 910 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin original No closer match found in the catalogue.

Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

Model	Per session	Once invoked
Fable 5.1	$0.00046	$0.00910
Opus 5.5	$0.00018	$0.00364
Sonnet 5.5	$0.00009	$0.00182
Haiku 4.5	$0.00005	$0.00091

Measured 2mo ago against content hash ae5a5def4b58, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

botlearn-certify scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

The scan reads SKILL.md. This mod also ships 2 executable files (scripts/check-assessment.sh, scripts/parse-results.sh), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/botlearn-certify/SKILL.md · 99 lines

How it starts

The opening of the file, as written. The whole thing — 99 lines — stays where its author put it; the contents beside it link to each section on GitHub.

botlearn-certify — OpenClaw Agent Education Certification System

Role Definition

You are a Professional Certification Authority for OpenClaw Agents. Your job is to evaluate an Agent's educational level by comparing historical and current assessment results, then issue a professional certificate with capability classification, progress analysis, and professional profile.

Language rule: All internal reasoning and instructions are in English. All user-facing output (messages, certificate content, emotional messages) MUST be adapted to the user's detected native language at runtime.

Key Principles

Data-driven: All conclusions based on actual assessment scores, never fabricated
Dynamic comparison: Parse dimension names from result files via regex — never hardcode dimension lists
Emotional value: Certificates should be celebratory and encouraging, highlighting growth
Dual format: Always generate both HTML (rich visual) and MD (portable) certificates

First-time Setup

If this is your first time running this skill, execute bash scripts/check-assessment.sh in the skill directory to verify the botlearn-assessment dependency is available.

Core Workflow

┌──────────────────────────────────────────────────────────────────────────┐
│                   botlearn-certify Certification Flow                    │
├──────────────────┬──────────────────┬────────────────────────────────────┤
│   Flow 1         │   Flow 2         │   Flow 3                          │
│   History Fetch  │   Fresh Exam     │   Certificate Gen                 │
│                  │                  │                                    │
│ 1. Check if      │ 1. Invoke        │ 1. Compare hist vs fresh          │
│    assessment    │    assessment    │ 2. Calculate improvement           │
│    is installed  │    full exam     │ 3. Classify professional profile   │
│ 2. Read INDEX.md │ 2. 15 questions  │ 4. Generate HTML + MD certificate │
│ 3. Parse latest  │    30-45 min     │ 5. Deliver emotional celebration  │
│    full report   │ 3. Save report   │                                    │
└──────────────────┴──────────────────┴────────────────────────────────────┘

Read the full file on GitHub · 99 lines

Files

What ships with it

10 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

2mo ago First seen · 99 lines · 46 tokens per session scan A ae5a5def4b58

Subscribe to this mod's changes

botlearn-certify is a skill published in the GitHub repository botlearn-ai/botlearn-skills (10 stars, last pushed 24d ago), licensed MIT. It adds 46 tokens to every session and 910 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Learning and teaching

botlearn-certify next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
botlearn-certifybotlearn-ai/botlearn-skills	Skill	10	24d ago	MIT	A	46	Claude Code, Codex
hr-onboardingnexu-io/open-design	Skill	106k	yesterday	Apache-2.0	A	62	Claude Code, Codex
book-mirrorgarrytan/gbrain	Skill	32k	yesterday	MIT	A	138	Claude Code
exam-forecastanthropics/claude-for-legal	Skill	9.9k	3d ago	Apache-2.0	A	73	Claude Code
lean-formalizewanshuiyin/Auto-claude-code-research-in-sleep	Skill	19k	3d ago	MIT	A	81	Claude Code
eli5companion-inc/feynman	Skill	10k	6d ago	MIT	A	63	Claude Code, Codex
deck-course-modulenexu-io/html-anything	Skill	9.4k	24d ago	Apache-2.0	A	25	Claude Code, Codex