# TASK-001 Execution Report

**Task:** Map existing `skills/09-agentic-patterns/` files to graph nodes  
**Status:** DONE  
**Executed:** 2026-06-16  
**Executed by:** Perplexity / SamoTech Architect  

---

## Summary

| Metric | Before | After | Delta |
|---|---|---|---|
| Graph nodes | 15 | **38** | **+23** |
| Graph edges | 13 | **72** | **+59** |
| `09-agentic-patterns` nodes | 1 | **24** | **+23** |
| Avg edge confidence | 0.906 | **0.902** | -0.004 |
| Categories with \u22651 node | 10 | **10** | 0 (same dirs, deeper coverage) |

No new skill `.md` files were created. All 23 nodes map 1-to-1 to pre-existing files.  
No production API, CLI, or MCP files were touched.

---

## Files Discovered in `skills/09-agentic-patterns/`

> 23 skill files + 1 README.md = 24 total files in directory.  
> `workflow-automation` was already represented in the graph.

| File | Graph Node ID | Status |
|---|---|---|
| `agent-as-tool.md` | `skill:agent-as-tool` | **added** |
| `agent-handoffs.md` | `skill:agent-handoffs` | **added** |
| `agentic-rag.md` | `skill:agentic-rag` | **added** |
| `bootstrapping.md` | `skill:bootstrapping-pattern` | **added** |
| `constitutional-ai.md` | `skill:constitutional-ai` | **added** |
| `cot.md` | `skill:cot` | **added** |
| `critic-agent.md` | `skill:critic-agent` | **added** |
| `debate-pattern.md` | `skill:debate-pattern` | **added** |
| `interruptible-agent-flows.md` | `skill:interruptible-agent-flows` | **added** |
| `lats.md` | `skill:lats` | **added** |
| `mcts.md` | `skill:mcts-pattern` | **added** |
| `memory-augmented.md` | `skill:memory-augmented-agent` | **added** |
| `mixture-of-agents.md` | `skill:mixture-of-agents` | **added** |
| `plan-and-execute.md` | `skill:plan-and-execute` | **added** |
| `rag-pipeline.md` | `skill:rag-pipeline` | **added** |
| `rag.md` | `skill:rag-pattern` | **added** |
| `react.md` | `skill:react-pattern` | **added** |
| `reflection.md` | `skill:reflection-pattern` | **added** |
| `self-play.md` | `skill:self-play-pattern` | **added** |
| `subagent-delegation.md` | `skill:subagent-delegation` | **added** |
| `time-travel-debugging.md` | `skill:time-travel-debugging` | **added** |
| `tool-use-loop.md` | `skill:tool-use-loop` | **added** |
| `tot.md` | `skill:tot` | **added** |
| `workflow-automation.md` | `skill:workflow-automation` | already in graph |

---

## Nodes Added (23)

| Node ID | Name | Level | Stability | Centrality |
|---|---|---|---|---|
| `skill:react-pattern` | ReAct Pattern | intermediate | stable | 4 in / 3 out |
| `skill:cot` | Chain-of-Thought | intermediate | stable | 2 in / 2 out |
| `skill:tot` | Tree of Thought | advanced | stable | 2 in / 2 out |
| `skill:reflection-pattern` | Reflection | intermediate | stable | 4 in / 2 out |
| `skill:plan-and-execute` | Plan-and-Execute | advanced | stable | 1 in / 3 out |
| `skill:rag-pattern` | RAG Pattern | intermediate | stable | 1 in / 3 out |
| `skill:agent-as-tool` | Agent-as-Tool | advanced | stable | 1 in / 3 out |
| `skill:agent-handoffs` | Agent Handoffs | advanced | stable | 1 in / 3 out |
| `skill:agentic-rag` | Agentic RAG | advanced | evolving | 0 in / 3 out |
| `skill:bootstrapping-pattern` | Bootstrapping | intermediate | stable | 0 in / 2 out |
| `skill:constitutional-ai` | Constitutional AI | advanced | stable | 1 in / 2 out |
| `skill:critic-agent` | Critic Agent | advanced | evolving | 4 in / 2 out |
| `skill:debate-pattern` | Debate Pattern | advanced | evolving | 1 in / 2 out |
| `skill:interruptible-agent-flows` | Interruptible Agent Flows | advanced | stable | 2 in / 3 out |
| `skill:lats` | LATS (LLM-MCTS Agentic Tree Search) | expert | experimental | 0 in / 3 out |
| `skill:mcts-pattern` | MCTS Pattern | expert | experimental | 2 in / 2 out |
| `skill:memory-augmented-agent` | Memory-Augmented Agent | intermediate | stable | 0 in / 3 out |
| `skill:mixture-of-agents` | Mixture of Agents | advanced | evolving | 0 in / 3 out |
| `skill:rag-pipeline` | RAG Pipeline | intermediate | stable | 1 in / 2 out |
| `skill:self-play-pattern` | Self-Play | expert | experimental | 0 in / 3 out |
| `skill:subagent-delegation` | Subagent Delegation | advanced | stable | 1 in / 2 out |
| `skill:time-travel-debugging` | Time-Travel Debugging | advanced | evolving | 0 in / 3 out |
| `skill:tool-use-loop` | Tool-Use Loop | intermediate | stable | 1 in / 3 out |

---

## Edges Added (59)

All new edges connect the 23 new nodes to each other and to the 15 pre-existing graph nodes.  
Every new node has \u22652 typed edges (verified programmatically).

| Source | Target | Type | Confidence |
|---|---|---|---|
| `skill:react-pattern` | `skill:prompt-engineering` | `REQUIRES` | 0.97 |
| `skill:react-pattern` | `skill:tool-use-loop` | `REQUIRES` | 0.95 |
| `skill:react-pattern` | `skill:reflection-pattern` | `RECOMMENDED_WITH` | 0.88 |
| `skill:cot` | `skill:prompt-engineering` | `LEARN_BEFORE` | 0.96 |
| `skill:cot` | `skill:react-pattern` | `LEARN_BEFORE` | 0.90 |
| `skill:tot` | `skill:cot` | `REQUIRES` | 0.93 |
| `skill:tot` | `skill:mcts-pattern` | `RECOMMENDED_WITH` | 0.82 |
| `skill:reflection-pattern` | `skill:prompt-engineering` | `REQUIRES` | 0.94 |
| `skill:reflection-pattern` | `skill:critic-agent` | `RECOMMENDED_WITH` | 0.87 |
| `skill:plan-and-execute` | `skill:react-pattern` | `REQUIRES` | 0.91 |
| `skill:plan-and-execute` | `skill:llm-orchestration` | `REQUIRES` | 0.93 |
| `skill:plan-and-execute` | `skill:subagent-delegation` | `RECOMMENDED_WITH` | 0.86 |
| `skill:rag-pattern` | `skill:rag-retrieval` | `REQUIRES` | 0.98 |
| `skill:rag-pattern` | `skill:embedding-generation` | `REQUIRES` | 0.97 |
| `skill:rag-pattern` | `skill:rag-pipeline` | `SUPPORTS` | 0.93 |
| `skill:agent-as-tool` | `skill:function-calling` | `REQUIRES` | 0.94 |
| `skill:agent-as-tool` | `skill:llm-orchestration` | `REQUIRES` | 0.91 |
| `skill:agent-as-tool` | `skill:agent-handoffs` | `RECOMMENDED_WITH` | 0.88 |
| `skill:agent-handoffs` | `skill:multi-agent-coordination` | `REQUIRES` | 0.95 |
| `skill:agent-handoffs` | `skill:context-management` | `REQUIRES` | 0.92 |
| `skill:agent-handoffs` | `skill:interruptible-agent-flows` | `RECOMMENDED_WITH` | 0.85 |
| `skill:agentic-rag` | `skill:rag-pattern` | `REQUIRES` | 0.96 |
| `skill:agentic-rag` | `skill:react-pattern` | `REQUIRES` | 0.91 |
| `skill:agentic-rag` | `skill:vector-search` | `RECOMMENDED_WITH` | 0.89 |
| `skill:bootstrapping-pattern` | `skill:prompt-engineering` | `LEARN_BEFORE` | 0.88 |
| `skill:bootstrapping-pattern` | `skill:cot` | `LEARN_BEFORE` | 0.85 |
| `skill:constitutional-ai` | `skill:reflection-pattern` | `REQUIRES` | 0.92 |
| `skill:constitutional-ai` | `skill:critic-agent` | `RECOMMENDED_WITH` | 0.89 |
| `skill:critic-agent` | `skill:reflection-pattern` | `REQUIRES` | 0.93 |
| `skill:critic-agent` | `skill:llm-orchestration` | `REQUIRES` | 0.88 |
| `skill:debate-pattern` | `skill:multi-agent-coordination` | `REQUIRES` | 0.91 |
| `skill:debate-pattern` | `skill:critic-agent` | `RECOMMENDED_WITH` | 0.86 |
| `skill:interruptible-agent-flows` | `skill:workflow-automation` | `REQUIRES` | 0.90 |
| `skill:interruptible-agent-flows` | `skill:error-recovery` | `REQUIRES` | 0.88 |
| `skill:interruptible-agent-flows` | `skill:context-management` | `RECOMMENDED_WITH` | 0.84 |
| `skill:lats` | `skill:mcts-pattern` | `REQUIRES` | 0.95 |
| `skill:lats` | `skill:tot` | `REQUIRES` | 0.90 |
| `skill:lats` | `skill:react-pattern` | `RECOMMENDED_WITH` | 0.83 |
| `skill:mcts-pattern` | `skill:tot` | `LEARN_BEFORE` | 0.88 |
| `skill:mcts-pattern` | `skill:plan-and-execute` | `RECOMMENDED_WITH` | 0.80 |
| `skill:memory-augmented-agent` | `skill:context-management` | `REQUIRES` | 0.95 |
| `skill:memory-augmented-agent` | `skill:vector-search` | `REQUIRES` | 0.91 |
| `skill:memory-augmented-agent` | `skill:rag-retrieval` | `RECOMMENDED_WITH` | 0.87 |
| `skill:mixture-of-agents` | `skill:multi-agent-coordination` | `REQUIRES` | 0.93 |
| `skill:mixture-of-agents` | `skill:llm-orchestration` | `REQUIRES` | 0.91 |
| `skill:mixture-of-agents` | `skill:debate-pattern` | `RECOMMENDED_WITH` | 0.82 |
| `skill:rag-pipeline` | `skill:rag-retrieval` | `REQUIRES` | 0.97 |
| `skill:rag-pipeline` | `skill:embedding-generation` | `REQUIRES` | 0.96 |
| `skill:self-play-pattern` | `skill:critic-agent` | `REQUIRES` | 0.90 |
| `skill:self-play-pattern` | `skill:reflection-pattern` | `REQUIRES` | 0.88 |
| `skill:self-play-pattern` | `skill:constitutional-ai` | `RECOMMENDED_WITH` | 0.80 |
| `skill:subagent-delegation` | `skill:agent-as-tool` | `REQUIRES` | 0.93 |
| `skill:subagent-delegation` | `skill:multi-agent-coordination` | `REQUIRES` | 0.91 |
| `skill:time-travel-debugging` | `skill:interruptible-agent-flows` | `REQUIRES` | 0.90 |
| `skill:time-travel-debugging` | `skill:error-recovery` | `REQUIRES` | 0.88 |
| `skill:time-travel-debugging` | `skill:workflow-automation` | `RECOMMENDED_WITH` | 0.82 |
| `skill:tool-use-loop` | `skill:function-calling` | `REQUIRES` | 0.96 |
| `skill:tool-use-loop` | `skill:api-integration` | `REQUIRES` | 0.92 |
| `skill:tool-use-loop` | `skill:error-recovery` | `RECOMMENDED_WITH` | 0.87 |

---

## Edge Type Distribution

| Type | Before | Added | After |
|---|---|---|---|
| `REQUIRES` | 6 | +36 | **42** |
| `RECOMMENDED_WITH` | 2 | +17 | **19** |
| `LEARN_BEFORE` | 2 | +5 | **7** |
| `SUPPORTS` | 3 | +1 | **4** |
| **Total** | **13** | **+59** | **72** |

---

## Goal Connectivity

The following goal categories from `GOAL_TAXONOMY.md` now have direct graph coverage through the new nodes:

| Goal | Name | Key New Nodes |
|---|---|---|
| G01 | Coding Agent | `react-pattern`, `cot`, `tot`, `reflection-pattern`, `tool-use-loop` |
| G02 | Research Agent | `rag-pattern`, `agentic-rag`, `rag-pipeline`, `memory-augmented-agent` |
| G03 | Browser Agent | `react-pattern`, `tool-use-loop`, `interruptible-agent-flows` |
| G04 | RAG Assistant | `rag-pattern`, `rag-pipeline`, `agentic-rag`, `memory-augmented-agent` |
| G06 | Workflow Automation | `plan-and-execute`, `interruptible-agent-flows`, `time-travel-debugging` |
| G08 | Multi-Agent Systems | `agent-as-tool`, `agent-handoffs`, `subagent-delegation`, `mixture-of-agents`, `debate-pattern` |
| G11 | Evaluation Systems | `critic-agent`, `self-play-pattern`, `constitutional-ai`, `debate-pattern` |

Goals G05 / G07 / G09 / G10 / G12 gain partial coverage through existing nodes that are now better connected.

---

## Hub Nodes After TASK-001

The nodes with highest degree centrality after this task (top 8):

| Node ID | Degree | Centrality |
|---|---|---|
| `skill:react-pattern` | 7 | 0.1892 |
| `skill:prompt-engineering` | 6 | 0.1622 |
| `skill:llm-orchestration` | 6 | 0.1622 |
| `skill:multi-agent-coordination` | 6 | 0.1622 |
| `skill:reflection-pattern` | 6 | 0.1622 |
| `skill:critic-agent` | 6 | 0.1622 |
| `skill:rag-retrieval` | 5 | 0.1351 |
| `skill:error-recovery` | 5 | 0.1351 |

`skill:react-pattern` is now the highest-centrality node in the graph \u2014 it is a prerequisite or co-recommendation for 7 other skills, making it the correct anchor for G01, G02, and G03 recommendations.

---

## Acceptance Criteria Verification

| Criterion | Result |
|---|---|
| `statistics.total_nodes` increased by exactly 23 | \u2713 15 \u2192 38 |
| All 23 new IDs follow `skill:kebab-case` convention | \u2713 verified |
| All new node IDs map to an existing `.md` file | \u2713 verified (1-to-1 mapping table above) |
| Every new node has \u22652 typed edges | \u2713 verified programmatically (min: 2, max: 7) |
| Schema version unchanged at `1.3` | \u2713 |
| No production files modified | \u2713 only `data/SKILLS_GRAPH.json` and `meta/TASK_001_REPORT.md` |
| `workflow-automation` not duplicated | \u2713 skipped (already existed) |

---

## Next Task

**TASK-002** (Add Context Engineering skills) and **TASK-003** (Add chain-of-thought and advanced reasoning skills) are the recommended next tasks \u2014 both are `OPEN` and can run in parallel.

---

*Report version: 1.0.0 \u2014 TASK-001 \u2014 2026-06-16*
