Campaign Attribution Evidence Analysis
mukul975/Anthropic-Cybersecurity-Skills
Weighs infrastructure, TTP, malware code and timing evidence with the Diamond Model and competing hypotheses to reach a confidence-rated attribution.
Agent skill
Lesson Observation Protocol Designer
Design a focused lesson observation protocol with specific look-fors and evidence collection methods.
Install Lesson Observation Protocol Designer
$ npx skills add GarethManning/education-agent-skills --skill lesson-observation-protocol-designer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install GarethManning/education-agent-skills lesson-observation-protocol-designer --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/GarethManning/education-agent-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/professional-learning/lesson-observation-protocol-designer .claude/skills/lesson-observation-protocol-designer && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "lesson-observation-protocol-designer" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/professional-learning/lesson-observation-protocol-designer into .claude/skills/lesson-observation-protocol-designer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lesson-observation-protocol-designer", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/GarethManning/education-agent-skills/tree/main/skills/professional-learning/lesson-observation-protocol-designerType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add GarethManning/education-agent-skills --skill lesson-observation-protocol-designer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install GarethManning/education-agent-skills lesson-observation-protocol-designer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/GarethManning/education-agent-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/professional-learning/lesson-observation-protocol-designer .agents/skills/lesson-observation-protocol-designer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "lesson-observation-protocol-designer" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/professional-learning/lesson-observation-protocol-designer into .agents/skills/lesson-observation-protocol-designer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lesson-observation-protocol-designer", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add GarethManning/education-agent-skills --skill lesson-observation-protocol-designer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install GarethManning/education-agent-skills lesson-observation-protocol-designer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/GarethManning/education-agent-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/professional-learning/lesson-observation-protocol-designer .cursor/skills/lesson-observation-protocol-designer && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "lesson-observation-protocol-designer" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/professional-learning/lesson-observation-protocol-designer into .cursor/skills/lesson-observation-protocol-designer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lesson-observation-protocol-designer", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/GarethManning/education-agent-skills.git --path skills/professional-learning/lesson-observation-protocol-designer--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add GarethManning/education-agent-skills --skill lesson-observation-protocol-designer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install GarethManning/education-agent-skills lesson-observation-protocol-designer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/GarethManning/education-agent-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/professional-learning/lesson-observation-protocol-designer .gemini/skills/lesson-observation-protocol-designer && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "lesson-observation-protocol-designer" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/professional-learning/lesson-observation-protocol-designer into .gemini/skills/lesson-observation-protocol-designer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lesson-observation-protocol-designer", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install GarethManning/education-agent-skills lesson-observation-protocol-designerInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add GarethManning/education-agent-skills --skill lesson-observation-protocol-designer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/GarethManning/education-agent-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/professional-learning/lesson-observation-protocol-designer .github/skills/lesson-observation-protocol-designer && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "lesson-observation-protocol-designer" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/professional-learning/lesson-observation-protocol-designer into .github/skills/lesson-observation-protocol-designer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lesson-observation-protocol-designer", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add GarethManning/education-agent-skills --skill lesson-observation-protocol-designer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install GarethManning/education-agent-skills lesson-observation-protocol-designer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/GarethManning/education-agent-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/professional-learning/lesson-observation-protocol-designer .opencode/skills/lesson-observation-protocol-designer && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "lesson-observation-protocol-designer" agent skill from https://github.com/GarethManning/education-agent-skills/tree/main/skills/professional-learning/lesson-observation-protocol-designer into .opencode/skills/lesson-observation-protocol-designer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "lesson-observation-protocol-designer", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
lesson-observation-protocol-designer- GitHub stars
- 837
- Token cost
- ~5k tokens
- SKILL.md length
- 1,806 words
- Files
- 1
- Skills in repo
- 160
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Design a focused lesson observation protocol with specific look-fors and evidence collection methods.
- Works in 3 steps: Agree the focus with the teacher. Before… → Get the lesson plan. Ask the teacher:… → Position yourself. Sit at the back or…
- Planning peer observations
- SKILL.md covers What This Skill Does, Evidence Foundation, Input Schema and Prompt, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Lesson Observation Protocol Designer is an agent skill from GarethManning/education-agent-skills. Design a focused lesson observation protocol with specific look-fors and evidence collection methods. Use when planning peer observations, coaching visits, or developmental classroom visits.
Its SKILL.md is about 5k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Education, covering Digital forensics. The repository describes itself as: 165 evidence-grounded AI skills for teachers, school leaders and EdTech builders—pedagogy, learning science, curriculum, assessment and regeneration. Claude, Codex and Hermes.
When your agent uses it
- Planning peer observations
- Coaching visits
- Developmental classroom visits
Example prompts
- “/lesson-observation-protocol-designer”
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- Agree the focus with the teacher. Before the lesson, confirm: "I'm looking specifically at how you check for understanding — when you…
- Get the lesson plan. Ask the teacher: "Where in the lesson do you expect to check understanding? What are you hoping to find out?" This…
- Position yourself. Sit at the back or side where you can see both the teacher and the students. You need to observe student responses (not…
What it can do on your machine
Read from SKILL.md and the folder at commit 6bbbce4. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Lesson Observation Protocol Designer loads about 5k tokens when it runs. Until then it costs about 57 tokens; SKILL.md has 1,806 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 1,806 words (~5,014 tokens).
“Designs a focused, evidence-based lesson observation protocol for a specific teaching practice — providing clear "look-fors" (observable indicators of the practice in action), a structured recording format, and a framework for the post-observation feedback conversation. The critical principle is that…”
- name
- lesson-observation-protocol-designer
- disable-model-invocation
- false
- user-invocable
- true
- effort
- medium
- skill_id
- professional-learning/lesson-observation-protocol-designer
- skill_name
- Lesson Observation Protocol Designer
- domain
- professional-learning
- version
- 1.0
- evidence_strength
- moderate
- evidence_sources
- Darling-Hammond (2010) — Evaluating Teacher Effectiveness: how teacher performance assessments can measure and improve teaching, Hill, Charalambous & Kraft…
- output_schema.type
- object
Files
Just SKILL.md in skills/professional-learning/lesson-observation-protocol-designer of GarethManning/education-agent-skills.
Open the folder on GitHubat commit 6bbbce4
Compare with similar skills
Lesson Observation Protocol Designer next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Lesson Observation Protocol Designer this skillGarethManning/education-agent-skills | 837 | — | ~5k | Automated safety check: Pass | Custom licence | |
| Campaign Attribution Evidence Analysismukul975/Anthropic-Cybersecurity-Skills | 34k | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| Oss ForensicsTommy-yw/RunbookHermes | 546 | 3 repos | ~5k | Automated safety check: Pass | MIT | |
| Ctf Malwareljagiello/ctf-skills | 3.4k | — | ~2.1k | Automated safety check: Notes | MIT | |
| LNK and Jump List Forensicsmukul975/Anthropic-Cybersecurity-Skills | 34k | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | |
| Malware Persistence Analysis with Autorunsmukul975/Anthropic-Cybersecurity-Skills | 34k | — | ~1.2k | Automated safety check: Pass | Apache-2.0 |
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LNK and Jump List Forensics
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Guides forensic analysis of Windows LNK shortcut files and Jump Lists with LECmd, JLECmd and manual parsing to show file access and program execution.
Malware Persistence Analysis with Autoruns
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Hunts Windows malware persistence with Sysinternals Autoruns, covering run keys, services, scheduled tasks and drivers, with baseline comparison.
Ca Policy Investigation
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Related
Questions about Lesson Observation Protocol Designer
What does Lesson Observation Protocol Designer do?
Design a focused lesson observation protocol with specific look-fors and evidence collection methods. Lesson Observation Protocol Designer is an agent skill from GarethManning/education-agent-skills. Design a focused lesson observation protocol with specific look-fors and evidence collection methods.
When should I use Lesson Observation Protocol Designer?
Lesson Observation Protocol Designer fits situations like: planning peer observations; coaching visits; developmental classroom visits.
How do I install Lesson Observation Protocol Designer in Claude Code?
Run `npx skills add GarethManning/education-agent-skills --skill lesson-observation-protocol-designer -a claude-code`. Or copy the skill folder (skills/professional-learning/lesson-observation-protocol-designer in GarethManning/education-agent-skills) into .claude/skills/lesson-observation-protocol-designer in your project. Claude Code loads it when a task matches its description.
How do I install Lesson Observation Protocol Designer in Codex?
Run `npx skills add GarethManning/education-agent-skills --skill lesson-observation-protocol-designer -a codex`. Or copy the skill folder (skills/professional-learning/lesson-observation-protocol-designer in GarethManning/education-agent-skills) into .agents/skills/lesson-observation-protocol-designer in your project. Codex loads it when a task matches its description.
Can I use Lesson Observation Protocol Designer in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add GarethManning/education-agent-skills --skill lesson-observation-protocol-designer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/lesson-observation-protocol-designer, .gemini/skills/lesson-observation-protocol-designer, .github/skills/lesson-observation-protocol-designer and .opencode/skills/lesson-observation-protocol-designer in your project.
What does Lesson Observation Protocol Designer need to run?
SKILL.md names no scripts, command-line tools or credentials: Lesson Observation Protocol Designer is instructions for the agent only.
Does Lesson Observation Protocol Designer access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Lesson Observation Protocol Designer safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Lesson Observation Protocol Designer use?
Lesson Observation Protocol Designer has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Lesson Observation Protocol Designer use?
About 5k tokens (SKILL.md is roughly 20k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Lesson Observation Protocol Designer?
Skills that share tags, products or a category with Lesson Observation Protocol Designer: Campaign Attribution Evidence Analysis (mukul975/Anthropic-Cybersecurity-Skills, 34k stars), Oss Forensics (Tommy-yw/RunbookHermes, 546 stars), Ctf Malware (ljagiello/ctf-skills, 3.4k stars) and LNK and Jump List Forensics (mukul975/Anthropic-Cybersecurity-Skills, 34k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Lesson Observation Protocol Designer?
GarethManning (a GitHub user) maintains it in GarethManning/education-agent-skills, which has 837 GitHub stars. The repository holds 160 skills in this directory. The repository was last updated on August 28, 2026.
Source: GarethManning/education-agent-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.