botlearn-certify

botlearn-certify is a skill for Claude Code, Codex from botlearn-ai/botlearn-skills. It costs 46 tokens per session (910 once invoked), scanned A, original, MIT.

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

In plain words
What is it for?
Evaluating agent capability, comparing results over time, creating a professional profile, and issuing shareable certificates.
Why use it?
It turns scattered assessment results into a clear record of an agent’s level and progress.

Skill for Claude CodeCodex

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.

agentmods
npx agentmods add skills/botlearn-ai/botlearn-skills/botlearn-certify
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.

agentmods badge for botlearn-certify

README.md
[![agentmods](https://agentmods.dev/badge/skills/botlearn-ai/botlearn-skills/botlearn-certify.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.svg" alt="Measured on agentmods" 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. Scan, not verified.
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.

ModelPer sessionOnce invoked
Fable 5 $0.00046 $0.00910
Opus 5 $0.00023 $0.00455
Sonnet 5 $0.00009 $0.00182
Haiku 4.5 $0.00005 $0.00091

Measured 4d ago against content hash ae5a5def4b58, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, 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 4d 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

  1. Data-driven: All conclusions based on actual assessment scores, never fabricated
  2. Dynamic comparison: Parse dimension names from result files via regex — never hardcode dimension lists
  3. Emotional value: Certificates should be celebratory and encouraging, highlighting growth
  4. 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

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.

  1. 4d 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 (9 stars, last pushed 3mo ago), licensed MIT. It adds 46 tokens to every session and 910 once invoked, about $0.0002 per session on Opus 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.

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