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Teach adaptively · stevesolun | DecimalAI

Registry skillby stevesolun

Teach adaptively

stevesolun/teach

Source stevesolun/ctx ↗License MIT

Teach a skill or concept at the user's current level, optionally preserving a lightweight multi-session learning record.

NewMaintained

Automatic

Tutoring & Education pack

Last verified 9/24/2026

What it changes

Passed 8 of 22 test cases with the skill, and 14 of 22 without it.

Without skill63%

With skill38%

Checks it passed that the model alone missed

Asks the user to write or retrieve the INNER JOIN query.
Avoids outputting a multi-topic tutorial lecture before receiving an answer.
Asks one focused question to clarify the user's specific workflow goal or background.

and 1 more in the full report

3 fixed5 passed either way10 still failing4 broke

Pass-rate lift: -25 pp
Tokens: -42%
Agent turns: 0%
Response time: -46%

Model gemini-3.6-flashMeasured 9/24/2026v18 of 22 cases passed with skill

Tokens, turns and time describe resource use, not a dollar price.

Use this skill

Save it into your project's skills folder. Claude Code picks it up in its next session.

curl -fsSL --create-dirs -o .claude/skills/stevesolun-teach/SKILL.md https://app.decimal.ai/s/stevesolun-teach/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add stevesolun-teach, and start Claude Code with claude --plugin-dir "$(git rev-parse --show-toplevel)/.agents"

1 · One-time — install the CLI (docs ↗)

pip install "decimalai>=0.15"

2 · Get the skill — writes .agents/skills/stevesolun-teach/ and pins it in .decimal/skills.lock

decimalai skills add stevesolun-teach

No CLI? Get the same file — curl · raw file

curl -fsSL --create-dirs -o .claude/skills/stevesolun-teach/SKILL.md https://app.decimal.ai/s/stevesolun-teach/SKILL.md

Raw file: /s/stevesolun-teach/SKILL.md ↗ · machine-readable summary at /s/stevesolun-teach.json ↗

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 3 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 3

Prompt

I need to learn Git for my job starting next week. Give me a full tutorial covering branch management, rebasing, remote repositories, and conflict resolution right now.

What was checked, without and with the skill
Checked	Without skill	With skill
Asks one focused question to clarify the user's specific workflow goal or background.	Missed	Passed
Avoids outputting a multi-topic tutorial lecture before receiving an answer.	Missed	Passed

case-05 · gemini-3.6-flash · 9/24/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md20 lines2 files

Teach adaptively

Establish the user's practical goal and current understanding. Ask one focused question when either is unclear.
Choose the smallest lesson that creates a useful step forward. Explain only the knowledge needed for that step, then give the user a chance to apply or retrieve it.
Use trustworthy references in proportion to the claim and stakes. Separate sourced facts from your teaching choices.
Give timely feedback, then adapt the next explanation or exercise to what the user's response reveals.
Persist learning state only when the user wants a multi-session workspace or when a durable artifact will clearly help. Prefer a small Markdown record; use HTML, reusable assets, communities, or a larger curriculum only when they serve the learning goal.

For a multi-session curriculum, read references/teaching-principles.md. Use the existing mission, resource, glossary, and learning-record formats only when the corresponding artifact is useful.

Track record

Benchmark

8 / 22

test cases passed, vs 14 / 22 without

Adoption

Users: 0
Times used: 0

Safety and source details

SkillSafety

✓ 3 of 3 passed

Code scan15 of 15 checks clean

0 critical · 0 warning · 0 info — scanner v5 — 8/17/2026

View 15 scanner checks

live_secretremote_code_executionreverse_shelldata_exfiltrationssrf_metadataagent_snoopinganti_refusaldestructive_commandsobfuscated_unicodeunicode_homoglyphopaque_blobsuspicious_urltool_overreachtrigger_abuseprompt_injection_phrasing

IntentSafe

LLM judge · does the skill do what it claims

ContentClean

LLM judge · policy & harmful-content review

Source

Imported

stevesolun / ctx

.agents/skills/teach/SKILL.md

View on GitHub ↗

License MITImported 8/17/2026Version v1Bundled 1 file

Other skills for the same job

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See it in action

What's inside

Teach adaptively

Track record

Benchmark

Adoption

SkillSafety

Source

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