Compare learning workflows by baseline assessment, sequencing, schedule, practice, adaptation, and progress tracking.
The job
Includedgoal and baseline assessment · topic sequencing and study scheduling · practice, checkpoints, and adaptive plan updates
Not this pagecompleting assignments for the learner · credential guarantees · specialist clinical or legal instruction
30-second route
It directly documents diagnosis, dependency-ordered concepts, mastery gates, practice, misconception tracking, and resumable state.
Editorial confidence: highIt has the most complete source-backed workflow for chapter plans, ingesting reading material, mastery tests, and spaced repetition.
Editorial confidence: highIts source explicitly covers baseline intake, staged schedule generation, path visualization, reporting, resources, and dynamic adjustment.
Editorial confidence: highThose needs are outside the task’s stated scope.
Editorial confidence: highBefore you install
The finalists document workflows, but only Teach Me and Book Study visibly rely on host-specific commands or local storage; Ai Learning Planner Cn does not declare installation requirements.
Read the intervention guide →Source-led comparison
Facts are extracted from each selected Skill’s declared workflow. Signals describe public adoption; they are not a universal score.
Source notes
Why these candidatesEach candidate comes from tracked public sources and has a source-attributed adoption signal. This is a shortlist, not a catalogue or global ranking.
What this cannot establishWe read declared instructions and public signals. We do not run skills, benchmark outputs, audit security, or claim a universal best choice.
Use it forA general learning path that actively diagnoses level, sequences concepts by dependency, gates progress on mastery, and tracks misconceptions.
Avoid ifYou specifically need a book-by-book reading workflow or a fixed calendar-first study plan.
ActionUse for interactive tutoring and an adaptive concept path.
EditsProvide the topic, goal, available time, and desired pace; use `--resume` to continue a saved topic.
SetupInvoke `/teach-me <topic>`; optional `--level` or `--resume`. It stores learner records under `.claude/skills/teach-me/records/`.
ContextIt begins with a diagnosis, builds a 5–15-concept dependency-ordered list, then advances only after demonstrated understanding and practice.
OutputA brief concept-path outline, round-by-round questions and practice, plus saved session state and learner-facing notes.
ControlDiagnosis-first Socratic tutoring with mastery gates, misconception tracking, and adaptive pacing.
Invocation/teach-me <topic> [--level <level>] [--resume]
Install scopeClaude-compatible skill environment
Agent fitStrongest overall fit and highest public-recognition signal among the direct, source-supported finalists.
Watch outIts explicit workflow relies on `AskUserQuestion` and Claude-style local record paths, so portability to other skill hosts is not established.
The skill explicitly diagnoses level, builds a learning path, and tracks misconceptions.SKILL.md:lines 1-8 · inspected 2026-07-20 · high confidence
It diagnoses before teaching and advances only when the learner can explain and apply a concept.SKILL.md:lines 26-34 · inspected 2026-07-20 · high confidence
It creates a dependency-ordered concept list and records learning state.SKILL.md:lines 104-131 · inspected 2026-07-20 · high confidence
It includes mastery checks, practice, and per-round progress syncing.SKILL.md:lines 222-273 · inspected 2026-07-20 · high confidence
Use it forA study plan centered on one or more books, chapters, reading goals, spaced repetition, and a durable personal knowledge base.
Avoid ifYour goal is not book-based and you want the simplest general-purpose topic plan.
ActionUse for structured reading plans with chapter checkpoints and retention reviews.
EditsStart with the book, goal, domain familiarity, and finish timeline; ingest chapters or notes as you read.
SetupInvoke `/book-study <book-name>`; use `ingest`, `review`, `query`, or `status` as needed. It writes to `book-wiki/`.
ContextThe workflow initializes a chapter plan and mastery map, uses pre-reading questions and tests, then schedules reviews.
OutputA book study plan, chapter-status table, mastery map, compiled notes, and review schedule.
ControlBook-specific coaching that combines active reading, Socratic tests, required practice, and spaced repetition.
Invocation/book-study <book-name> [--chapter N]
Install scopeSkill environment with filesystem access for `book-wiki/`
Agent fitBest specialist substitute when the learning path should be organized around reading rather than a free-form topic.
Watch outIt is deliberately constrained to books and chapters; that focus is a limitation for standalone skills or course projects.
It is explicitly a reading coach with knowledge compilation, mastery testing, spaced repetition, and knowledge querying.SKILL.md:lines 1-10 · inspected 2026-07-20 · high confidence
New-book setup gathers purpose, familiarity, and timeline, then generates a study plan and mastery map.SKILL.md:lines 56-138 · inspected 2026-07-20 · high confidence
It supplies chapter guidance, mastery testing, practice, and spaced repetition review intervals.SKILL.md:lines 140-217 · inspected 2026-07-20 · high confidence
Each session restores plan and review state to suggest the next action.SKILL.md:lines 231-238 · inspected 2026-07-20 · high confidence
Use it forA Chinese-language, calendar-oriented learning plan with baseline questions, a visible path, progress reports, resources, and practice suggestions.
Avoid ifYou need rigorously specified persistence, verified resource curation, or only a focused interactive tutor rather than a broad planner.
ActionUse to generate and track a personalized multi-week study schedule.
EditsSupply the subject, current level, goal, and daily time budget; adjust the generated plan as progress changes.
SetupTrigger with learning, planning, or course intent; no installation or runtime prerequisites are explicitly documented in the cited source.
ContextIts intake example assesses starting ability, objective, and daily time, then produces a 30-day path with weekly review and project practice.
OutputA staged daily/weekly plan, learning-path visualization, progress reports, resource suggestions, practice lists, and periodic reports.
ControlPlan-first assistant with progress visualization, resource and exercise recommendations, and stated dynamic plan adjustment.
InvocationNot yet mapped from the source.
Install scopeNot yet mapped from the source.
Agent fitThe strongest calendar-and-dashboard-oriented alternative among the remaining directly fitting finalists.
Watch outSeveral claims are illustrated as example outputs; the source does not document storage mechanics or verification for its recommended resources.
The skill explicitly claims personalized paths, progress tracking, resource recommendations, tutoring, and learning reports.SKILL.md:lines 1-23 · inspected 2026-07-20 · high confidence
Its planning intake captures level, goal, and daily time, then generates a personalized plan.SKILL.md:lines 31-101 · inspected 2026-07-20 · high confidence
It provides a learning-path visualization and progress reporting examples.SKILL.md:lines 103-224 · inspected 2026-07-20 · high confidence
It states dynamic plan adjustment, reminders, and weak-point reinforcement among its intelligent features.SKILL.md:lines 673-688 · inspected 2026-07-20 · high confidence
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