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RustyLindquist

doc-discovery

by RustyLindquist

An AI-Enhanced Online Academy for HR

0🍴 0📅 Jan 25, 2026

SKILL.md


name: doc-discovery description: Loads feature docs, workflow docs, and invariants before planning any task. Use when starting complex work, changing multiple features, or when unsure about constraints. Essential first step for non-trivial changes. allowed-tools: Read, Glob, Grep

Doc Discovery

Load only necessary documentation before planning. Understand feature landscape BEFORE coding.

When to Use

  • Starting any task touching server actions, database, or AI
  • Before creating a plan for non-trivial changes
  • When uncertain about feature boundaries
  • After user describes a bug or feature request

Process

  1. Identify Primary Feature: Read docs/features/FEATURE_INDEX.md → find owner
  2. Map Coupling: Check "Couples with" entries → list secondary features
  3. Load Feature Docs: Read primary + coupled feature docs → extract invariants
  4. High-Risk Check: Auth/RLS? AI? Billing? Schema? Org-scoped? New Pages? → load specialized docs
  5. Workflow Impact: Read docs/workflows/WORKFLOW_INDEX.md → identify affected journeys

High-Risk Areas — Required Doc Loading

AreaTriggerLoad
AI Context EngineChanges to RAG, embeddings, contextdocs/features/ai-context-engine.md
Org-Scoped ContentNew org-specific data, org filteringdocs/architecture/org-scoped-content.md
New Page CreationAny new page or layoutdocs/frontend/PAGE_STANDARDS.md
Auth/RLSPermission changes, policy updatesdocs/foundation/auth-roles-rls.md
BillingCredits, subscriptions, entitlementsdocs/features/billing-subscription.md
SchemaNew tables, columns, migrationsLoad relevant feature docs

Output

## Doc Discovery Complete

### Primary Feature
- **Name**: [feature-name]
- **Risk**: [low/medium/high]

### Coupled Features
| Feature | Coupling Type |
|---------|--------------|
| [name] | [data/API/UI] |

### Key Invariants
1. [Invariant from primary]
2. [Invariant from coupled]
3. [Invariant from coupled]

### High-Risk Areas
- Auth/RLS: [yes/no]
- AI/Prompts: [yes/no]
- Billing: [yes/no]
- Schema: [yes/no]

### Workflows Affected
- [workflow]: Steps [X, Y, Z]

### Ready for Planning
[Yes / No - missing: X]

Validation

Before proceeding:

  • Primary feature identified and doc loaded
  • All coupled features identified
  • Invariants extracted (minimum 3)
  • High-risk areas checked
  • Workflow impact assessed

Score

Total Score

50/100

Based on repository quality metrics

SKILL.md

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LICENSE

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説明文

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人気

GitHub Stars 100以上

0/15
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3ヶ月以内に更新がある

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0/5
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