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/session · anthropics | DecimalAI

productivityby anthropics

/session

anthropics/session

Source anthropics/claude-for-legal ↗License Apache-2.0

Run a focused N-question study session on a subject — MBE, essay, or flashcards. Tracks performance and updates the study plan.

SkillScore68Maintained

Automatic

Tutoring & Education pack

Last verified 8/11/2026

What it changes

Passed 15 of 22 test cases with the skill, and 7 of 22 without it.

Without skill32%

With skill68%

Checks it passed that the model alone missed

Lists missed items with subtopic tags
Executes flashcard review in drill mode
Prompts the user to specify the number of questions

and 5 more in the full report

8 fixed7 passed either way7 still failing0 broke

Pass-rate lift: +36 pp
Tokens: +0%
Agent turns: 0%
Response time: -22%

Model gemini-3.6-flashMeasured 8/11/2026v115 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/anthropics-session/SKILL.md https://app.decimal.ai/s/anthropics-session/SKILL.md

Want it pinned and updatable? pip install "decimalai>=0.15", then decimalai skills add anthropics-session, 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/anthropics-session/ and pins it in .decimal/skills.lock

decimalai skills add anthropics-session

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

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

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

Safety checks: 3 of 3 passed

Code scan CleanIntent PassedContent Clean

See it in action

One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.

1 of 8

Prompt

I want to start a study session right now.

What was checked, without and with the skill
Checked	Without skill	With skill
Prompts the user to specify the subject name	Passed	Passed
Prompts the user to specify the number of questions	Missed	Passed

case-02 · gemini-3.6-flash · 8/11/2026 · answers are capped and redacted

What's inside

The instructions your model reads when the skill loads.

SKILL.md20 linessingle file

/session

Parse $ARGUMENTS — subject and N. If missing, ask:

What subject, and how many questions? (e.g., Evidence 10 or Contracts 5 --essay.)
Load ~/.claude/plugins/config/claude-for-legal/law-student/CLAUDE.md → jurisdiction, exam format, weak subjects.
Load ~/.claude/plugins/config/claude-for-legal/law-student/study-plan.yaml if it exists. Read session_history for this subject to weight subtopics toward where the student has been weak.
Route by method flag:
- --mbe (default for bar prep subjects): load bar-prep-questions skill, run N MBE-style questions. Apply jurisdiction handling (see that skill's ## Jurisdiction handling). Label each [UBE/majority] or [state-specific].
- --essay: load bar-prep-questions, run N essay prompts. Grade per essay-mode rubric.
- --flashcards: load flashcards skill, run N cards in --drill mode.
Run N questions one at a time. After each, explain right/wrong and flag rule-body when jurisdictions diverge.
At session end, write session results:
- If study-plan.yaml exists: append to session_history per the schema in the study-plan skill.
- If not: write to ~/.claude/plugins/config/claude-for-legal/law-student/session-history.yaml.
Report:
- Score: X/N (percentage)
- Missed: list with subtopic tags
- Weak subtopics this session
- Pattern vs. prior sessions on this subject (if history has 2+ prior)
- What the plan now recommends next

Track record

Benchmark

15 / 22

test cases passed, vs 7 / 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 v4 — 8/3/2026

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

anthropics / claude-for-legal

law-student/skills/session/SKILL.md

View on GitHub ↗

License Apache-2.0Imported 8/3/2026Version v1

More skills from the same source and nearby in the registry, with their headline benchmark lift.

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See it in action

What's inside

/session

Track record

Benchmark

Adoption

SkillSafety

Source

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