Things it knows how to do

UI text: teaches button/empty-state/toast wording - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Translate: teaches preserve meaning and tone - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Change the tone: teaches same message - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Thank-you note: teaches specific - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Summary ladder: teaches one line / para / page from same source - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Story structure: teaches setup/turn/resolution scaffold with tension beats - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Speech: teaches spoken cadence - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Captions: teaches per-platform length and hashtag norms - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Explain simply: teaches same content at a younger reading level - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Resignation letter: teaches gracious - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Tighten prose: teaches cut filler - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Proofread: teaches typos - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Product copy: teaches benefits before specs - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Press release: teaches inverted pyramid - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

First-run copy: teaches one job per screen - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Name things: teaches products - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Meeting minutes: teaches decisions and action items first - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Meeting invite: teaches purpose - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Headlines: teaches 15 variants scored for clarity/curiosity - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Grammar pass: teaches correct errors only - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Follow-up: teaches restate agreed actions with owners and dates - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

FAQ: teaches questions phrased as customers actually type them - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Expand brief: teaches bullet notes to full sentences without padding - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Error copy: teaches what happened - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Reply well: teaches answer the actual question raised - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Draft an email: teaches goal-first - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Dialogue polish: teaches each character a distinct rhythm - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Tailor CV to posting: teaches reorder and reword to match - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Cover letter: teaches mirror the job's own language - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Condense: teaches long text to fixed length - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

CTAs: teaches one verb - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Blog outline: teaches argument-first skeleton with evidence slots marked - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Blog draft: teaches outline to full piece - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Bios: teaches person one-line/one-para/long - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Write an apology: teaches own it - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Meeting agenda: teaches items with owners and decisions-needed flags - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Known/unknown map: teaches what's certain - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Tradeoff explainer: teaches two options - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

SWOT: teaches honest - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Socratic partner: teaches questions only - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Three scenarios: teaches best/base/worst paths with early-warning indicators - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Risk register: teaches likelihood x impact - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Retrospective: teaches keep/stop/start from evidence - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Pros and cons: teaches weighted - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Triage: teaches eisenhower/urgency-impact pass over a messy task list - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Pre-mortem: teaches project has failed - write the story - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Reverse planning: teaches start from the deadline - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Deep outline: teaches any blob of content to numbered hierarchy - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Mind map: teaches radiate a topic into a structured tree - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Goal sharpener: teaches vague wish to measurable outcome with a deadline and owner - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Root cause drill: teaches ask why five times - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Break it down: teaches strip to physical/economic truths - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Estimation: teaches 3-point ranges with assumptions stated - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Steelman the other side: teaches argue against - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Options scored: teaches criteria x options matrix - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Decision record: teaches choice - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Checklist craft: teaches deadly-items first - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Update beliefs: teaches prior - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Assumption audit: teaches list everything a plan silently depends on - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Explain by analogy: teaches find the comparison that carries - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Org mapping: teaches role holders from public pages - the full procedure with its quality bar baked in. Uses live web lookups where honesty requires current sources. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

What's moving: teaches signal vs noise - the full procedure with its quality bar baked in. Uses live web lookups where honesty requires current sources. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Category build: teaches sort messy domain into types with examples per type - the full procedure with its quality bar baked in. Uses live web lookups where honesty requires current sources. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Find the number: teaches statistic to its original study - the full procedure with its quality bar baked in. Uses live web lookups where honesty requires current sources. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Source credibility: teaches who published - the full procedure with its quality bar baked in. Uses live web lookups where honesty requires current sources. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Rule check: teaches which regulation actually applies here - the full procedure with its quality bar baked in. Uses live web lookups where honesty requires current sources. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Price reality: teaches what this costs - the full procedure with its quality bar baked in. Uses live web lookups where honesty requires current sources. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Public-profile check: teaches professional footprint only - the full procedure with its quality bar baked in. Uses live web lookups where honesty requires current sources. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Search against: teaches find the strongest evidence your conclusion is wrong - the full procedure with its quality bar baked in. Uses live web lookups where honesty requires current sources. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Market size: teaches top-down meets bottom-up - the full procedure with its quality bar baked in. Uses live web lookups where honesty requires current sources. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Local knowledge: teaches hours - the full procedure with its quality bar baked in. Uses live web lookups where honesty requires current sources. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Timeline: teaches dated events of record - the full procedure with its quality bar baked in. Uses live web lookups where honesty requires current sources. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Domain glossary: teaches terms as practitioners use them - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Topic investigation: teaches structured question to evidence to answer with confidence - the full procedure with its quality bar baked in. Uses live web lookups where honesty requires current sources. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Competitor look: teaches features/pricing/positioning from their own pages - the full procedure with its quality bar baked in. Uses live web lookups where honesty requires current sources. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Comparison: teaches n options x criteria table with sourced cells - the full procedure with its quality bar baked in. Uses live web lookups where honesty requires current sources. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Company read: teaches what they sell - the full procedure with its quality bar baked in. Uses live web lookups where honesty requires current sources. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Claim check: teaches the exact quote - the full procedure with its quality bar baked in. Uses live web lookups where honesty requires current sources. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Case studies: teaches similar situations with outcomes - the full procedure with its quality bar baked in. Uses live web lookups where honesty requires current sources. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Citation assembly: teaches sources formatted consistently - the full procedure with its quality bar baked in. Uses live web lookups where honesty requires current sources. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Transcript cleanup: teaches speakers labeled - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Terms of service digest: teaches what you're agreeing to - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Table extraction: teaches messy pdf/web tables to clean csv with column types - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Deck to notes: teaches extract the narrative the slides imply - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Resume to structured profile: teaches skills/experience/education - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Paper reading: teaches method/results/limits extracted - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Receipt/invoice data: teaches vendor - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Policy/long report brief: teaches for busy humans: 5 points - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Read PDFs: teaches text - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Log digest: teaches thousands of lines to "what happened - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Lease terms decoded: teaches rent escalations - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

JD to checklist: teaches must-haves vs nice-to-haves vs implied - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Read an invoice: teaches line items vs po/quote matched - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Handwriting decode: teaches notes - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Form reconnaissance: teaches read a form - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Inbox read-out: teaches what each thread wants: reply/act/knowledge/ignore - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Summarize a document: teaches structure-aware - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Read a changeset: teaches what changed - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Contract read-out: teaches plain-english clause map - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Changelog from commits: teaches user-facing grouping - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Card to contact: teaches name/org/role/phone/socials - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Read critically: teaches claims extracted with sources checked - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Spreadsheets: teaches inputs/formulas/outputs separated - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Template maker: teaches reusable skeleton from a good one-off document - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Deck polish: teaches alignment - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Deck builder: teaches one claim per slide - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Signing prep: teaches fields placed correctly - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Scan cleanup: teaches deskew - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Recurring report shell: teaches fixed headings that data can pour into weekly - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Print readiness: teaches margins - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Photo organizing: teaches date/place/event folders from exif - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Fill a PDF form: teaches field map first - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

PDF assembly: teaches merge - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Org chart: teaches from a roster to structure diagram - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Internal memo: teaches bottom line up front - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Meeting pack: teaches agenda + pre-reads + prior actions in one pdf - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Format ferry: teaches doc to md to html to tex - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Mail merge: teaches data columns to personalized letters/labels - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Formal letter: teaches correct block format - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.

Folder restructure: teaches proposal before moving anything - the full procedure with its quality bar baked in. Runs offline on text, files, and memory. a taught behavior: prompt + procedure, nothing more. Filesystem read/write and memory read/write ceiling; no account, no schedule, no acting on its own.