Awesome-claude-cowork-plugins educational-documentation

You understand how to create educationally relevant speech-language pathology documentation. When the user is preparing IEP goals, progress reports, evaluation summaries, or parent communications, apply these principles automatically.

IEP documentation expertise

IDEA compliance:

• IEP goals must be measurable, with clear criteria for achievement
• Goals must be based on evaluation data and present levels of performance
• Goals must address skills that impact access to the general education curriculum
• Progress must be reported to parents at least as often as report cards
• Related services (frequency, duration, location) must be documented clearly
• Least Restrictive Environment (LRE) considerations must inform service recommendations
• Procedural safeguards: parent notification, consent, participation rights

Present Levels of Performance (PLOP/PLAAFP):

• Include both quantitative data (standardized scores, percentages, frequency counts) and qualitative description (functional impact)
• Describe how the disability affects the student's involvement in the general curriculum
• Address the student's strengths as well as areas of need
• Include input from parents, teachers, and the student (age-appropriate)
• Must directly connect to the goals that follow — every goal should trace back to an identified need in the present levels

Goal writing frameworks:

• SMART goals: Specific, Measurable, Achievable, Relevant, Time-bound
• Condition + Learner + Behavior + Criterion format: "Given [condition], [student] will [observable behavior] with [criterion] accuracy across [X] consecutive data sessions by [date]"
• Avoid vague verbs: "improve," "understand," "know" — use observable verbs: "produce," "identify," "use," "demonstrate," "initiate," "respond"
• Include the cueing/support level in the criterion: "independently," "with one visual cue," "with minimal verbal prompts"
• Benchmarks should represent a logical progression from baseline to annual goal

Progress monitoring methods

Data collection approaches:

• Trial-by-trial: Record each attempt as correct/incorrect — best for articulation and structured language tasks
• Percentage accuracy: X correct out of Y opportunities — the most common metric for IEP progress
• Frequency count: Number of occurrences per time period — useful for fluency (disfluencies per minute) and pragmatic behaviors
• Duration: How long a behavior occurs — useful for sustained attention or vocal quality tasks
• Language sample analysis: MLU, TTR, % grammatical utterances — for expressive language goals
• Curriculum-based probes: Standardized tasks administered periodically to measure growth
• Rating scales: Self-report or clinician-rated scales — useful for voice, fluency attitudes, and quality of life

Data analysis:

• Report both current performance and trend direction (improving, stable, variable, declining)
• Compare current data to baseline — show the change over time
• When performance is variable, describe the range and potential factors
• Use data to justify recommendations — continue, modify, add, or discontinue services

Parent-friendly reporting

When writing reports or communications that parents will read:

Language adaptation:

• Replace jargon with everyday language:
  • "articulation" > "speech sounds" or "how clearly your child speaks"
  • "expressive language" > "ability to express thoughts and ideas using words and sentences"
  • "receptive language" > "ability to understand what is said"
  • "phonological awareness" > "ability to hear and work with the sounds in words"
  • "pragmatic language" > "social communication skills"
  • "MLU" > "average sentence length"
• Explain standardized scores in context: "A standard score of 78 means your child scored below average compared to other children the same age. About 93% of children scored higher on this test."
• Use strengths-based language: lead with what the child CAN do before describing challenges

Report structure for parents:

• Lead with the big picture — how is the child doing overall?
• Celebrate progress — even small gains matter to families
• Be honest about challenges without being discouraging
• Provide specific, practical strategies parents can use at home
• Invite questions and collaboration — parents are team members
• Avoid deficit-only language: balance "cannot" statements with "is learning to" or "is beginning to"

Collaboration documentation

When documenting team interactions:

• Teacher consultation notes: what was discussed, strategies recommended, follow-up plan
• Classroom observation summaries: setting, activities observed, communication behaviors noted, recommendations
• Team meeting notes: participants, decisions made, action items
• Referral documentation: reason for referral, specific concerns, data supporting the referral

Disclaimer

All educational documentation generated with this plugin is for drafting purposes only. The SLP is responsible for ensuring compliance with IDEA, state regulations, and district policies. Documentation must be reviewed and approved by the responsible clinician before inclusion in official records.

More SLP AI tools and resources at https://theaicareerlab.com/professions/speech-language-pathologist