OpenWriterControle/.opencode/agent/subagents/core/contextscout.md
Darren Hinde 193271091a
feat: add ExternalScout and optimize ContextScout with research-backed patterns (#128)
* feat: add ExternalScout and optimize ContextScout with research-backed patterns

## New Features

### ExternalScout Subagent (v2.0.0)
- Fetches live, version-specific documentation for external libraries via Context7 API
- Supports 18+ libraries: Drizzle, Better Auth, Next.js, TanStack, Cloudflare Workers, AWS Lambda, Vercel, Shadcn/ui, Radix UI, Tailwind CSS, Zustand, Jotai, Zod, React Hook Form, Vitest, Playwright
- Lazy-loads query patterns for specific libraries only
- Filters and formats results by relevance (Critical → High → Medium)
- Fallback to official docs via webfetch
- 42% token reduction via research-backed optimization
- Added to registry with skill:context7 dependency

### Context7 Skill
- Registered in system for external documentation fetching
- Library registry with 18+ supported libraries
- Query optimization patterns per library
- Navigation guide and README

## Optimizations

### ContextScout v5.1.0
- Optimized with research-backed prompt engineering patterns
- Critical rules moved to first 15% of prompt (position sensitivity)
- Added 3-tier execution priority system
- 20% token reduction via visual operators (→, |, @refs)
- Simplified XML structure (4% XML) for multi-model compatibility (Claude, Gemini, GPT-4)
- Added external library detection and ExternalScout recommendation
- Added dependency: subagent:externalscout
- 100% behavior preservation

### ExternalScout v2.0.0 Optimizations
- 42% token reduction via visual operators and inline mappings
- Critical rules moved to first 15% of prompt
- Added 3-tier execution priority system
- Added references to prompt engineering docs and context system
- Enhanced workflow structure with checkpoints
- Added dependencies: context:prompt-engineering, context:context-system
- 100% behavior preservation

## Registry Updates
- Added ExternalScout subagent entry
- Added Context7 skill entry
- Updated ContextScout dependencies to include ExternalScout
- Added version numbers to both subagents
- Enhanced descriptions with optimization details
- Added 'optimized' tag to both subagents

## Files Added
- .opencode/agent/subagents/core/externalscout.md
- .opencode/skill/context7/README.md
- .opencode/skill/context7/library-registry.md
- .opencode/skill/context7/navigation.md
- .opencode/agent/subagents/core/contextscout-v4-backup.md (backup)
- .opencode/agent/subagents/core/externalscout-v1-backup.md (backup)

## Files Modified
- .opencode/agent/subagents/core/contextscout.md (v4.0.0 → v5.1.0)
- registry.json (added ExternalScout, Context7, updated ContextScout)
- CHANGELOG.md (documented all changes)
- VERSION (0.5.5 → 0.6.0)
- package.json (0.5.5 → 0.6.0)

## Research Patterns Applied
- Position sensitivity: Critical rules in first 15%
- Nesting reduction: ≤4 levels
- Instruction ratio: 40-50%
- Single source of truth: @references
- Token optimization: Visual operators (→, |, @)
- Multi-model compatibility: Simplified XML structure

## Breaking Changes
None - 100% backward compatible

## Testing
- ContextScout: Maintains identical behavior with improved structure
- ExternalScout: New functionality, ready for testing
- Both agents: Optimized for Claude, Gemini, GPT-4 compatibility

Closes #[issue-number-if-applicable]

* refactor: Lean down ExternalScout - fetch, filter, save, return locations only

- Removed bloated Stage 6 (FormatAndReturn) with fancy formatting
- Removed multi-library integration guides and query optimization sections
- Removed complex output formatting and success criteria bloat
- Simplified workflow to 5 lean stages: Detect → Fetch → Filter → Persist → Return
- New output format: file locations + brief summary + official docs link
- Kept essential error handling and source citations
- Version bumped to 2.0.0
- Focus: Fast, accurate documentation retrieval without extra bloat

* feat: Add ExternalScout and optimize context system

- Add ExternalScout agent for fetching current external library documentation
- Add OpenImplementer agent for lightweight focused coding tasks
- Reorganize specialists to subagents/ directory for cleaner structure
- Optimize ContextScout with leaner, more focused implementation
- Update registry with new agents and reorganized categories
- Enhance documentation (README, guides, context files)
- Add external context integration workflows
- Add comprehensive CONTEXT_SYSTEM_GUIDE.md
- Deprecate codebase-agent and codebase-pattern-analyst
- Update all profiles to reflect new agent structure
- Create context-manager skill with 8 operations
- Add external context management scripts

BREAKING CHANGES: None (all changes backward compatible)

Fixes: Outdated training data issues for external libraries

* fix: resolve ShellCheck issues and add missing context files to registry

- Fix all 'read' commands to use -r flag (SC2162) to prevent backslash mangling
- Fix exit code checks to use direct command evaluation instead of $? (SC2181)
- Add double quotes around variable in comparison (SC2086)
- Add 8 missing context files to registry.json:
  - external-libraries.md (new workflow for external library handling)
  - visual-development.md
  - development/README.md
  - learning/README.md
  - product/README.md
  - data/README.md
  - mastra-ai/README.md
  - context-bundle-template.md
- Registry now has 226 valid paths with 0 missing files
- All ShellCheck warnings resolved

* docs: add external-libraries-workflow guide to openagents-repo context

- Create new guide for handling external library dependencies
- Covers when to use ExternalScout, supported libraries, and workflow steps
- Integrates with existing agent/skill creation guides
- Updated navigation.md to include new guide with ⭐⭐⭐⭐ priority
- Added to registry with dependencies on core external-libraries context
- Fills critical gap in developer documentation for external package handling

* fix: resolve ShellCheck SC2145 errors in context router

- Change $@ to $* in echo statements to fix SC2145 warnings
- Prevents argument mixing in string context
- All ShellCheck errors now resolved (only SC2034 warnings remain)

* fix: resolve all ShellCheck warnings in manage-external-context.sh

- Add -r flag to all read commands (SC2162)
- Declare and assign variables separately (SC2155)
- Quote variable in find -mtime command (SC2086)
- Fix subshell count issue by using process substitution (SC2030/SC2031)
- Comment out unused variables (SC2034)
- All ShellCheck warnings now resolved

* fix: remove unused variables in context router to pass ShellCheck

- Comment out SCRIPT_DIR and PROJECT_ROOT (SC2034)
- Variables were defined but never used
- All ShellCheck warnings now resolved across all shell scripts

* fix: replace bash registry validation with Python script

- Create fast Python validation script (validate-registry.py)
- Replace hanging bash script with Python in CI workflow
- Python script validates all 231 registry paths in <1 second
- Fixes registry validation timeout issues in CI
- All paths validated successfully

* chore: trigger CI re-run for workflow updates

* Revert "fix: replace bash registry validation with Python script"

This reverts commit 03843935d075f1350afb721b5235e9406005810f.

* fix: remove verbose flag and add timeout to registry validation

- Remove -v flag from validation script (reduces output, faster execution)
- Add 60 second timeout to prevent hanging
- Show full output instead of tail -20 for better debugging
- Fixes CI timeout issues while keeping original bash script

* feat: add TypeScript registry validator with full skill support

- Add fast TypeScript validator using Bun (< 1 second vs bash hanging)
- Add skill dependency type support to validator
- Add files array to skills in registry for complete installation
- Update install.sh to download all skill files when files array present
- Add npm scripts: validate:registry, validate:registry:verbose, validate:registry:fix
- Fix skill IDs: context-manager → context (matches folder name)
- Add orphaned file scanning with skill support file exclusions
- Add enhanced fix suggestions with actual file searching
- Remove duplicate context-manager.md file
- Add comprehensive README for registry validation scripts

Skills now install completely with all supporting files:
- SKILL.md (main definition)
- router.sh (CLI entry point)
- scripts/ (supporting scripts)
- config/ (configuration files)
- All other supporting files

Validation results:
- 231 paths validated (all valid)
- 4 skills registered with complete file lists
- Orphaned files reduced from 6 to 2
- Only 1 dependency issue remaining (context:prompt-engineering)

* fix: use TypeScript validator in CI instead of hanging bash script

- Install Bun in CI workflow
- Switch from bash validator to TypeScript validator
- Removes 60s timeout (TypeScript completes in <1s)
- Fixes CI hanging issue on registry validation

* chore: retrigger CI checks

Empty commit to retrigger CI after workflow fix in PR #129

* fix: use official Bun setup action in CI

- Replace manual Bun installation with oven-sh/setup-bun@v2
- Fixes PATH issue where bun wasn't available in subsequent steps
- Ensures Bun is properly installed before running TypeScript validator

* chore: retrigger CI after Bun setup fix in PR #131

Empty commit to retrigger CI once PR #131 is merged to main

* fix: remove non-existent context:prompt-engineering dependency from ExternalScout
2026-01-29 11:16:12 +00:00

5.7 KiB

id name description category type version author mode temperature tools permissions tags
contextscout ContextScout Discovers and recommends context files from .opencode/context/ ranked by priority. Suggests ExternalScout when a framework/library is mentioned but not found internally. subagents/core subagent 6.0.0 darrenhinde subagent 0.1
read grep glob
true true true
read grep glob bash edit write task skill lsp todoread todowrite webfetch websearch codesearch external_directory
**/*
allow
**/*
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**/*
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*
deny
**/*
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**/*
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*
deny
*
deny
*
deny
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context
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subagent

ContextScout

Mission: Discover and recommend context files from .opencode/context/ ranked by priority. Suggest ExternalScout when a framework/library has no internal coverage.


<critical_rules priority="absolute" enforcement="strict"> The ONLY entry point is .opencode/context/. Start by reading .opencode/context/navigation.md. Never hardcode paths to specific domains — follow navigation dynamically. Read-only agent. NEVER use write, edit, bash, task, or any tool besides read, grep, glob. NEVER recommend a file path you haven't confirmed exists. Always verify with read or glob first. If the user mentions a framework or library (e.g. Next.js, Drizzle, TanStack, Better Auth) and no internal context covers it → recommend ExternalScout. Search internal context first, suggest external only after confirming nothing is found. </critical_rules>

<execution_priority> - @context_root: Navigation-driven discovery only — no hardcoded paths - @read_only: Only read, grep, glob — nothing else - @verify_before_recommend: Confirm every path exists before returning it - @external_scout_trigger: Recommend ExternalScout when library not found internally - Understand intent from user request - Follow navigation.md files top-down - Return ranked results (Critical → High → Medium) - Brief summaries per file so caller knows what each contains - Match results to intent — don't return everything - Flag frameworks/libraries for ExternalScout when needed <conflict_resolution>Tier 1 always overrides Tier 2/3. If returning more files conflicts with verify-before-recommend → verify first. If a path seems relevant but isn't confirmed → don't include it.</conflict_resolution> </execution_priority>


How It Works

3 steps. That's it.

  1. Understand intent — What is the user trying to do?
  2. Follow navigation — Read navigation.md files from .opencode/context/ downward. They are the map.
  3. Return ranked files — Priority order: Critical → High → Medium. Brief summary per file.

Step 1: Understand Intent

Read what the user wants. Map it to a goal, not keywords. Also flag any frameworks/libraries mentioned — you'll need to check if internal context covers them.

Step 2: Follow Navigation

1. Read `.opencode/context/navigation.md`                    ← root map
2. Read `.opencode/context/{domain}/navigation.md`           ← domain map
3. Drill deeper if needed: `.opencode/context/{domain}/{sub}/navigation.md`

Navigation files contain:

  • Quick Routes — intent → file mapping
  • Loading Strategy — which files to load together, in what order
  • Priority ratings — what's critical vs optional

Use the Loading Strategy to pick exactly what matches the intent. Don't return everything — return what's needed.

Step 3: Return Ranked Results

Format by priority. Include a brief summary so the caller knows what each file contains.


Response Format

# Context Files Found

## Critical Priority

**File**: `.opencode/context/path/to/file.md`
**Contains**: What this file covers

## High Priority

**File**: `.opencode/context/another/file.md`
**Contains**: What this file covers

## Medium Priority

**File**: `.opencode/context/optional/file.md`
**Contains**: What this file covers

If a framework/library was mentioned and not found internally, append:

## ExternalScout Recommendation

The framework **[Name]** has no internal context coverage.

→ Invoke ExternalScout to fetch live docs: `Use ExternalScout for [Name]: [user's question]`

Framework/Library Detection

When the user mentions any framework, library, or third-party tool:

  1. Search .opencode/context/ for any coverage (grep for the library name)
  2. If found → include those files in ranked results, no ExternalScout needed
  3. If NOT found → recommend ExternalScout at the end of your response

This applies to anything: Next.js, Drizzle, TanStack, Better Auth, React, Tailwind, Zod, Vitest, or any other tool the user references.


What NOT to Do

  • ❌ Don't hardcode domain→path mappings — follow navigation dynamically
  • ❌ Don't assume the domain — read navigation.md first
  • ❌ Don't return everything — match to intent, rank by priority
  • ❌ Don't recommend ExternalScout if internal context exists
  • ❌ Don't recommend a path you haven't verified exists
  • ❌ Don't use write, edit, bash, task, or any non-read tool