Topic: harness
166 skills in this topic.
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browser-edge-cases
SOP for debugging browser automation failures on complex websites. Use when browser tools fail on specific sites like LinkedIn, Twitter/X, SPAs, or sites with Shadow DOM.
aden-hive/hive 10,180
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test-reporting
aden-hive/hive 10,180
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hive.context-preservation
Proactively preserve critical information before automatic context pruning destroys it.
aden-hive/hive 10,180
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hive.batch-ledger
Track per-item status when processing collections to prevent skipped or duplicated items.
aden-hive/hive 10,180
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hive.quality-monitor
Periodically self-assess output quality to catch degradation before the judge does.
aden-hive/hive 10,180
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hive.task-decomposition
Decompose complex tasks into explicit subtasks before diving in.
aden-hive/hive 10,180
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hive.error-recovery
Follow a structured recovery protocol when tool calls fail instead of blindly retrying or giving up.
aden-hive/hive 10,180
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triage-issue
aden-hive/hive 10,180
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hive.note-taking
Maintain structured working notes throughout execution to prevent information loss during context pruning.
aden-hive/hive 10,180
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python-design
Python design patterns for CLI scripts and utilities — type-first development, deep modules, complexity management, and red flags. Use when reading, writing, reviewing, or refactoring Python files, especially in .trellis/scripts/ or any CLI/scripting context. Also activate when planning module structure, deciding where to put new code, or doing code review.
mindfold-ai/Trellis 5,124
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before-dev
Discovers and injects project-specific coding guidelines from .trellis/spec/ before implementation begins. Reads spec indexes, pre-development checklists, and shared thinking guides for the target package. Use when starting a new coding task, before writing any code, switching to a different package, or needing to refresh project conventions and standards.
mindfold-ai/Trellis 5,124
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check-cross-layer
Post-implementation verification across multiple code dimensions: cross-layer data flow, code reuse analysis, import path validation, and same-layer consistency checks. Identifies missed update sites, type mismatches, and duplicated constants. Use when changes span 3+ architectural layers, after modifying shared constants or configs, after batch file modifications, or when creating new utility functions.
mindfold-ai/Trellis 5,124
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onboard
Interactive three-part onboarding for new team members to the Trellis AI-assisted workflow system. Covers core philosophy (AI memory, project-specific knowledge, context drift), system structure and command deep-dives, real-world workflow examples, and guideline customization. Use when a new developer joins the project, someone needs to understand the Trellis workflow, or project guidelines need initial setup.
mindfold-ai/Trellis 5,124
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onboard
Interactive three-part onboarding for new team members to the Trellis AI-assisted workflow system. Covers core philosophy (AI memory, project-specific knowledge, context drift), system structure and command deep-dives, real-world workflow examples, and guideline customization. Use when a new developer joins the project, someone needs to understand the Trellis workflow, or project guidelines need initial setup.
mindfold-ai/Trellis 5,124
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integrate-skill
Adapts an external skill into project-specific development guidelines in .trellis/spec/. Creates guideline sections, code example templates with .template suffix, and updates spec indexes. Use when integrating an external skill, adding a new skill's patterns to project conventions, or incorporating third-party skill best practices into .trellis/spec/ documentation.
mindfold-ai/Trellis 5,124
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integrate-skill
Adapts an external skill into project-specific development guidelines in .trellis/spec/. Creates guideline sections, code example templates with .template suffix, and updates spec indexes. Use when integrating an external skill, adding a new skill's patterns to project conventions, or incorporating third-party skill best practices into .trellis/spec/ documentation.
mindfold-ai/Trellis 5,124
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update-spec
Captures executable contracts and coding knowledge into .trellis/spec/ documents after implementation, debugging, or design decisions. Enforces code-spec depth for infra and cross-layer changes with mandatory sections for signatures, contracts, validation matrices, and test points. Use when a feature is implemented, a bug is fixed, a design decision is made, a new pattern is discovered, or cross-layer contracts change.
mindfold-ai/Trellis 5,124
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brainstorm
Collaborative requirements discovery session optimized for AI coding workflows. Creates task directories, seeds PRDs, runs codebase research, proposes concrete implementation approaches with trade-offs, and converges on MVP scope through structured Q&A. Use when requirements are unclear, multiple implementation paths exist, trade-offs need evaluation, or a complex feature needs scoping before development.
mindfold-ai/Trellis 5,124
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check
Validates recently written code against project-specific development guidelines from .trellis/spec/. Identifies changed files via git diff, discovers applicable spec modules, runs lint and typecheck, and reports guideline violations. Use when code is written and needs quality verification, to catch context drift during long sessions, or before committing changes.
mindfold-ai/Trellis 5,124
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brainstorm
Collaborative requirements discovery session optimized for AI coding workflows. Creates task directories, seeds PRDs, runs codebase research, proposes concrete implementation approaches with trade-offs, and converges on MVP scope through structured Q&A. Use when requirements are unclear, multiple implementation paths exist, trade-offs need evaluation, or a complex feature needs scoping before development.
mindfold-ai/Trellis 5,124
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before-dev
Discovers and injects project-specific coding guidelines from .trellis/spec/ before implementation begins. Reads spec indexes, pre-development checklists, and shared thinking guides for the target package. Use when starting a new coding task, before writing any code, switching to a different package, or needing to refresh project conventions and standards.
mindfold-ai/Trellis 5,124
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improve-ut
Analyzes changed files and improves unit test coverage using project-specific testing conventions from .trellis/spec/ unit-test specs. Determines test scope (unit vs integration vs regression), adds or updates tests following existing patterns, and runs validation. Use when code changes need test coverage, after implementing a feature, after fixing a bug, or when test gaps are identified.
mindfold-ai/Trellis 5,124
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integrate-skill
Adapts an external skill into project-specific development guidelines in .trellis/spec/. Creates guideline sections, code example templates with .template suffix, and updates spec indexes. Use when integrating an external skill, adding a new skill's patterns to project conventions, or incorporating third-party skill best practices into .trellis/spec/ documentation.
mindfold-ai/Trellis 5,124
-
before-dev
Discovers and injects project-specific coding guidelines from .trellis/spec/ before implementation begins. Reads spec indexes, pre-development checklists, and shared thinking guides for the target package. Use when starting a new coding task, before writing any code, switching to a different package, or needing to refresh project conventions and standards.
mindfold-ai/Trellis 5,124