Skill: neltharion11/agent-harness (version 1.8.0)

--- name: agent-harness description: | Agent Work Framework. Unified entry thinking framework + workflow Skill. Trigger Words (Thinking Modes): research, plan, design, think, pattern, process, step, review, score, analyze, evaluate, compare, survey, solution, feasibility, summary, deep research, research report, task decomposition, multi-agent, parallel execution, context compression, long-task planning --- # Agent Harness > **One-line summary**: First decide "what combination to use", then execute layer by layer. > > **Core Relationship**: > ``` > Decision Tree → Choose "Pipeline + which WORKFLOWS" > Pipeline = Execution Framework (universal) > WORKFLOWS = Work Content (specific) > ``` --- ## ⚠️ Pre-Execution Check (Must Confirm Each Item) ``` When receiving a task, first answer these questions: 1. [ ] What is the core task? (multi-step / single-step) 2. [ ] Is the requirement clear? (clear → next / unclear → load 06-INVERSION.md) 3. [ ] Does it need multi-step execution? (yes → Pipeline + other) 4. [ ] What is the specific content? (corresponds to which WORKFLOWS) ``` **Response Format**: ``` [Pre-Execution Check] Q1: xxx → Conclusion Q2: xxx → Conclusion ... Final Decision: Pipeline + WORKFLOWS/{name} Or: Final Decision: Inversion (standalone mode) ``` --- ## Layer Relationship Diagram ``` ┌─────────────────────────────────────────────────────────────┐ │ Layer Execution Order │ │ │ │ Step 1 ──→ Step 2 ──→ Step 3 ──→ Step 4 ──→ Step 5 │ │ │ │ │ │ │ │ │ ▼ ▼ ▼ ▼ ▼ │ │ ┌────────┐ ┌────────┐ ┌────────┐ ┌────────┐ ┌────────┐ │ │ │Decision│→│Pipeline │→│WORKFLOW│→│Template│→│Quality │ │ │ │01- │ │02- │ │03- │ │04- │ │05- │ │ │ │DECISION│ │PIPELINE │ │WORKFLOWS│ │TEMPLATE│ │QUALITY │ │ │ └────────┘ └────────┘ └────────┘ └────────┘ └────────┘ │ │ │ │ Decision Tree decides "which combination", │ │ Pipeline decides "universal execution flow", │ │ WORKFLOWS decides "specific work content" │ └─────────────────────────────────────────────────────────────┘ ``` ### Analogy ``` 🍳 Cooking Scenario: - Decision Tree = Customer orders ("spicy today") - Pipeline = Cooking method (heat pan first, no matter what) - WORKFLOWS = Specific recipe (how to make fish-flavored pork) - Template = Plating style (how to arrange the plate) 💻 Software Scenario: - Decision Tree = Task classification ("this is a research task") - Pipeline = Execution flow (decompose first, no matter the research) - WORKFLOWS = Research method (4-step method) - Template = Report format (title-abstract-body-conclusion) ``` --- ## Execution Flow ### Step 1 — Decision (Load 01-DECISION.md) ``` [Step 1] Read references/01-DECISION.md Decide: Pipeline + which WORKFLOWS Common Combinations: - Pipeline + research → Research tasks - Pipeline + subagent → Coordination tasks - Pipeline + context → Compression tasks - Pipeline + analysis → Analysis tasks ``` ### Step 2 — Execution Framework (Load 02-PIPELINE.md) ``` [Step 2] Read references/02-PIPELINE.md Understand: Universal 4-step execution flow Pipeline Steps: Step 1: Plan Step 2: Execute Step 3: Summarize Step 4: Check ``` ### Step 3 — Specific Content (Load 03-WORKFLOWS/{name}.md) ``` [Step 3] Read references/03-WORKFLOWS/{corresponding workflow}.md Execute: Specific work content research = 4-step research (decompose→research→synthesize→report) subagent = 4-step coordination (analyze→decompose→parallel→merge) context = 4-step compression (assess→strategy→execute→verify) analysis = 4-step analysis (decompose→collect→compare→conclude) ``` ### Step 4 — Output Template (Load 04-TEMPLATES/{name}.md) ``` [Step 4] Read references/04-TEMPLATES/{corresponding template}.md Generate: Structured final output ``` ### Step 5 — Quality Check (Load 05-QUALITY.md) ``` [Step 5] Read references/05-QUALITY.md Verify: Output quality meets standards ``` --- ## Quick Reference: Common Combinations | Task Type | Combination | Description | |-----------|-------------|-------------| | 📝 Deep Research Report | Pipeline + **research** | Multi-step research flow | | 🤖 Multi-Agent Coordination | Pipeline + **subagent** | Decompose+parallel+merge | | 📦 Long-Task Compression | Pipeline + **context** | Context management strategy | | ⚖️ Competitive Analysis | Pipeline + **analysis** | Multi-dimensional comparison | | ❓ Unclear Requirements | **Inversion** (standalone) | Gather requirements first | --- ## Forbidden Behaviors - ❌ **Skip Steps**: Go to Step 3 without completing Step 1 - ❌ **Mix Layers**: Treat Pipeline and WORKFLOWS as the same thing - ❌ **Missing Template**: Output content but format is chaotic - ❌ **Missing Check**: End without quality verification --- ## Completion Flag ``` [agent-harness execution complete] ✓ Steps 1-5 completed ✓ Combination: Pipeline + WORKFLOWS/{name} ✓ Forbidden behaviors check: Passed ``` --- ## File Index | File | Role | Load Time | |------|------|-----------| | `SKILL.md` | Entry + Layer Description | On trigger | | `references/01-DECISION.md` | Decision Tree | Step 1 | | `references/02-PIPELINE.md` | Execution Framework | Step 2 | | `references/03-WORKFLOWS/research.md` | Research Content | Step 3 | | `references/03-WORKFLOWS/subagent.md` | Coordination Content | Step 3 | | `references/03-WORKFLOWS/context.md` | Compression Content | Step 3 | | `references/03-WORKFLOWS/analysis.md` | Analysis Content | Step 3 | | `references/04-TEMPLATES/research-report.md` | Research Template | Step 4 | | `references/04-TEMPLATES/analysis-report.md` | Analysis Template | Step 4 | | `references/06-INVERSION.md` | Requirements Clarification | When unclear | | `references/05-QUALITY.md` | Quality Check | Pipeline Step 4 | --- _Last updated: 2026-04-07 by neltharion11 | https://github.com/neltharion11/skill-agent-harness_


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