Agent skill

Unassisted Evidence Checkpoint

by GarethManning in GarethManning/education-agent-skills

After scaffolded practice, run an unassisted check with no AI help.

Custom licenceAuto-check passedDevelopment

Install Unassisted Evidence Checkpoint

skills CLI
$ npx skills add GarethManning/education-agent-skills --skill unassisted-evidence-checkpoint -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install GarethManning/education-agent-skills unassisted-evidence-checkpoint --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/GarethManning/education-agent-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/student-learning/unassisted-evidence-checkpoint .claude/skills/unassisted-evidence-checkpoint && rm -rf skills-src

Use ~/.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/

Facts

Skill name
unassisted-evidence-checkpoint
GitHub stars
840
Token cost
~4.1k tokens
SKILL.md length
1,133 words
Files
1
Skills in repo
160
Repo updated
First seen
Licence
Custom licence

At a glance

After scaffolded practice, run an unassisted check with no AI help.

  • Works in 4 steps: The unassisted checkpoint cannot be… → Problem calibration matters… → A single checkpoint is insufficient to… → …
  • Distinguish supported performance from what the learner can currently do independently
  • SKILL.md covers What This Skill Does, Evidence Foundation, System Prompt and Example Transcript, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Unassisted Evidence Checkpoint is an agent skill from GarethManning/education-agent-skills. After scaffolded practice, run an unassisted check with no AI help. Use to distinguish supported performance from what the learner can currently do independently.

Its SKILL.md is about 4.1k 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 Development, covering Project scaffolding. 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

  • Distinguish supported performance from what the learner can currently do independently
  • Tasks that involve Project scaffolding

Example prompts

  • “/unassisted-evidence-checkpoint”

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

  1. The unassisted checkpoint cannot be cryptographically enforced. The skill relies on the learner's honest participation — it cannot verify…
  2. Problem calibration matters significantly. If the unassisted problem is too different in surface form from the scaffolded practice, the…
  3. A single checkpoint is insufficient to characterise a learner's independent capability. One unassisted problem is a data point, not a…
  4. The firm no-help rule can distress anxious learners. The redirect scripts are designed to be warm while holding the line, but for highly…

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

Unassisted Evidence Checkpoint loads about 4.1k tokens when it runs. Until then it costs about 48 tokens; SKILL.md has 1,133 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~48
When it runs · the whole SKILL.md, loaded when a task matches
~4.1k

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 1,133 words (~4,096 tokens).

“After scaffolded practice, schedules and administers an unassisted check — a problem or question the learner must attempt with absolutely no AI help, hints, or scaffolding. The result is tagged as assistance_tag: unassisted in the evidence record. Bastani et al…”

— opening of SKILL.md by GarethManning, Custom licence
name
unassisted-evidence-checkpoint
disable-model-invocation
false
user-invocable
true
effort
light
skill_id
student-learning/unassisted-evidence-checkpoint
skill_name
Unassisted Evidence Checkpoint
domain
student-learning
domain_number
20
version
1.1
audience
student
evidence_strength
moderate

Read the full SKILL.md on GitHub

Files

Just SKILL.md in skills/student-learning/unassisted-evidence-checkpoint of GarethManning/education-agent-skills.

Open the folder on GitHubat commit 6bbbce4

Compare with similar skills

Unassisted Evidence Checkpoint 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.

Unassisted Evidence Checkpoint compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Unassisted Evidence Checkpoint this skillGarethManning/education-agent-skills840—~4.1kAutomated safety check: PassCustom licence
Template Devlbedner/aegis-stack143—~2.9kAutomated safety check: PassMIT
Google Agents CLI Evalpifferologo/cloud-agents-cli1291 repos~6.8kAutomated safety check: PassApache-2.0
Hipfire Arch Portwarpfront/hipfire658—~1.6kAutomated safety check: PassCustom licence
Swarmauri Add Community Standaloneswarmauri/swarmauri-sdk104—~387Automated safety check: PassApache-2.0
Swarmauri Add Experimental Standaloneswarmauri/swarmauri-sdk104—~457Automated safety check: PassApache-2.0

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Questions about Unassisted Evidence Checkpoint

What does Unassisted Evidence Checkpoint do?

After scaffolded practice, run an unassisted check with no AI help. Unassisted Evidence Checkpoint is an agent skill from GarethManning/education-agent-skills. After scaffolded practice, run an unassisted check with no AI help.

When should I use Unassisted Evidence Checkpoint?

Unassisted Evidence Checkpoint fits situations like: distinguish supported performance from what the learner can currently do independently; tasks that involve Project scaffolding.

How do I install Unassisted Evidence Checkpoint in Claude Code?

Run `npx skills add GarethManning/education-agent-skills --skill unassisted-evidence-checkpoint -a claude-code`. Or copy the skill folder (skills/student-learning/unassisted-evidence-checkpoint in GarethManning/education-agent-skills) into .claude/skills/unassisted-evidence-checkpoint in your project. Claude Code loads it when a task matches its description.

How do I install Unassisted Evidence Checkpoint in Codex?

Run `npx skills add GarethManning/education-agent-skills --skill unassisted-evidence-checkpoint -a codex`. Or copy the skill folder (skills/student-learning/unassisted-evidence-checkpoint in GarethManning/education-agent-skills) into .agents/skills/unassisted-evidence-checkpoint in your project. Codex loads it when a task matches its description.

Can I use Unassisted Evidence Checkpoint 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 unassisted-evidence-checkpoint -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/unassisted-evidence-checkpoint, .gemini/skills/unassisted-evidence-checkpoint, .github/skills/unassisted-evidence-checkpoint and .opencode/skills/unassisted-evidence-checkpoint in your project.

What does Unassisted Evidence Checkpoint need to run?

SKILL.md names no scripts, command-line tools or credentials: Unassisted Evidence Checkpoint is instructions for the agent only.

Does Unassisted Evidence Checkpoint 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 Unassisted Evidence Checkpoint 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 Unassisted Evidence Checkpoint use?

Unassisted Evidence Checkpoint 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 Unassisted Evidence Checkpoint use?

About 4.1k tokens (SKILL.md is roughly 16k 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 Unassisted Evidence Checkpoint?

Skills that share tags, products or a category with Unassisted Evidence Checkpoint: Template Dev (lbedner/aegis-stack, 143 stars), Google Agents CLI Eval (pifferologo/cloud-agents-cli, 129 stars), Hipfire Arch Port (warpfront/hipfire, 658 stars) and Swarmauri Add Community Standalone (swarmauri/swarmauri-sdk, 104 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Unassisted Evidence Checkpoint?

GarethManning (a GitHub user) maintains it in GarethManning/education-agent-skills, which has 840 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.