# 1583 Sse Gap Analysis Verification 5efd9399

> SSE Gap Analysis Verification Report

- Skill: `tools-only/1583-sse-gap-analysis-verification-5efd9399` (Agent Skill, multi-file: 3 files)
- Install (CLI): `npx skillmds@latest add tools-only/1583-sse-gap-analysis-verification-5efd9399`
- Raw SKILL.md: https://api.skillmd.com/api/skills/tools-only/1583-sse-gap-analysis-verification-5efd9399/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Docs & Writing
- Author: tools-only (https://skillmd.com/u/tools-only)
- Updated: 2026-09-22
- Page: https://skillmd.com/skills/tools-only/1583-sse-gap-analysis-verification-5efd9399

---

# SSE Gap Analysis Verification Report

**Date**: 2026-01-29
**Scope**: Forensic verification of claims in `sse-gap-analysis.md` against actual plugin files
**Methodology**: Each factual claim about "Current State in Plugin" verified against source files with line references

---

## Verification Summary

| Status             | Count |
| ------------------ | ----- |
| VERIFIED           | 22    |
| PARTIALLY VERIFIED | 3     |
| ASSUMPTION         | 0     |
| INCORRECT          | 2     |

**Note**: Two claims originally marked ASSUMPTION were experimentally verified to be INCORRECT on 2026-01-29. See "Claims Verified as Incorrect" section.

---

## Principle 1: Stateless Agents

### Claim 1.1: "Agents are defined with model:, tools:, skills: frontmatter"

**Status**: VERIFIED

**Evidence**:

- File: `./plugins/python3-development/agents/context-gathering.md`
- Lines 1-7:
  ```yaml
  ---
  name: context-gathering
  description: Use when creating a new task OR when starting/switching to a task...
  model: sonnet
  color: cyan
  skills: subagent-contract
  ---
  ```
- Additional verification: All 15 agent files in `./plugins/python3-development/agents/` follow this frontmatter pattern

### Claim 1.2: "context-gathering agent receives task file path as input"

**Status**: VERIFIED

**Evidence**:

- File: `./plugins/python3-development/agents/context-gathering.md`
- Line 3 (description): "ALWAYS provide the task file path so the agent can read it and update it directly with the context manifest"
- Lines 19-23 (Step 1: Understand the Task): "READ the task file at the provided path completely"

---

## Principle 2: Externalized Memory

### Claim 2.1: "implementation-manager skill uses task files with STATUS, TIMESTAMPS"

**Status**: VERIFIED

**Evidence**:

- File: `./plugins/python3-development/skills/implementation-manager/SKILL.md`
- Lines 123-130 (Task File Format):
  ```markdown
  **Status**: NOT STARTED | IN PROGRESS | COMPLETE
  ...
  **Started**: {ISO timestamp} (optional, added by agent)
  **Completed**: {ISO timestamp} (optional, added by hook)
  **LastActivity**: {ISO timestamp} (optional, updated by hook)
  ```

### Claim 2.2: "Task files store progress: NOT STARTED | IN PROGRESS | COMPLETE"

**Status**: VERIFIED

**Evidence**:

- File: `./plugins/python3-development/skills/implementation-manager/SKILL.md`
- Line 123: `**Status**: NOT STARTED | IN PROGRESS | COMPLETE`
- Lines 138-140 document emoji alternatives for each status
- File: `./plugins/python3-development/skills/implementation-manager/scripts/implementation_manager.py`
- Lines 42-44:
  ```python
  NOT_STARTED = "NOT STARTED"
  IN_PROGRESS = "IN PROGRESS"
  COMPLETE = "COMPLETE"
  ```

### Claim 2.3: "Hook integration updates LastActivity, Completed timestamps"

**Status**: VERIFIED

**Evidence**:

- File: `./plugins/python3-development/skills/implementation-manager/SKILL.md`
- Lines 157-158 (Hook Configuration table):
  ```
  | `/implement-feature` | SubagentStop | (all) | Mark task COMPLETE, add Completed timestamp |
  | `/start-task`        | PostToolUse  | `Write\|Edit\|Bash` | Update LastActivity timestamp during execution |
  ```
- Lines 182-183 (Timestamp Field Responsibilities):
  ```
  | `**Completed**`    | Hook (SubagentStop)       | When sub-agent finishes           |
  | `**LastActivity**` | Hook (PostToolUse)        | On each Write, Edit, or Bash call |
  ```
- File: `./plugins/python3-development/skills/implementation-manager/scripts/task_status_hook.py`
- Lines 5-6, 370, 420 implement these behaviors

---

## Principle 3: Single Responsibility

### Claim 3.1: "Agents are role-specialized: python-cli-architect (implementation), python-pytest-architect (tests), python-code-reviewer (review)"

**Status**: VERIFIED

**Evidence**:

- File: `./plugins/python3-development/agents/python-cli-architect.md`
- Line 3: "Creates, enhances, and reviews Python CLI code using modern patterns"
- File: `./plugins/python3-development/agents/python-pytest-architect.md` (exists in glob results)
- File: `./plugins/python3-development/agents/python-code-reviewer.md` (exists in glob results)
- All 15 agents confirmed via Glob pattern `**/python3-development/agents/*.md`

### Claim 3.2: "Orchestration guide prevents mixing concerns"

**Status**: VERIFIED

**Evidence**:

- File: `./plugins/python3-development/skills/python3-development/references/python-development-orchestration.md`
- Lines 564-599 (Anti-Patterns to Avoid section):

  ```markdown
  ### Don't: Write Python code as orchestrator
  ❌ Orchestrator writes implementation directly

  ### Do: Delegate to appropriate agent
  ✅ @agent-python-cli-architect writes implementation
  ✅ @agent-python-code-reviewer validates it
  ```

- Lines 589-595 explicitly prohibit mixing agent contexts

### Claim 3.3: "Decision tree for agent selection"

**Status**: VERIFIED

**Evidence**:

- File: `./plugins/python3-development/skills/python3-development/references/python-development-orchestration.md`
- Lines 331-348 (Decision Tree):
  ```text
  Does the deployment environment have internet access?
  ├─ YES → Use python-cli-architect (default)
  │         Single file + PEP 723 + uv = transparent dependencies
  │
  └─ NO → Is uv installable in the environment?
          ├─ YES → Use python-cli-architect (default)
          └─ NO → Use python-portable-script (exception)
  ```

---

## Principle 4: Message Passing (Artifacts, Not Shared Context)

### Claim 4.1: "swarm-task-planner produces tasks consumed by execution agents"

**Status**: VERIFIED

**Evidence**:

- File: `./plugins/python3-development/agents/swarm-task-planner.md`
- Line 3 (description): "Creates dependency-based task plans for parallel AI agent execution"
- Lines 12-14: "Your role is to transform architectural specifications into dependency-based task plans that enable concurrent agent execution"
- Lines 84-106: Task structure with Dependencies, Acceptance Criteria, Expected Outputs

### Claim 4.2: "Context manifests added to task files"

**Status**: VERIFIED

**Evidence**:

- File: `./plugins/python3-development/agents/context-gathering.md`
- Lines 103-104: "Update the task file by adding a 'Context Manifest' section AFTER the task overview"
- Lines 105-180: Complete Context Manifest template with sections for:
  - How This Currently Works
  - For New Feature Implementation
  - Technical Reference Details

### Claim 4.3: "Explicit downstream consumer documentation"

**Status**: VERIFIED

**Evidence**:

- File: `./plugins/python3-development/agents/feature-researcher.md`
- Lines 50-66 (`<downstream_consumer>` section):

  ```markdown
  Your `feature-context-{slug}.md` is consumed by:

  1. **RT-ICA skill** (orchestrator) - Uses questions section to assess completeness
  2. **Orchestrator** - Uses questions to ask user via AskUserQuestion
  3. **python-cli-design-spec agent** - Uses resolved goals to create architecture
  4. **swarm-task-planner agent** - Uses resolved requirements to create tasks
  ```

---

## Principle 5: Verification at Boundaries

### Claim 5.1: "plan-validator agent validates plans BEFORE execution"

**Status**: VERIFIED

**Evidence**:

- File: `./plugins/python3-development/agents/plan-validator.md`
- Line 3 (description): "Validates implementation plans BEFORE execution begins"
- Lines 10-11 (role): "You verify plans WILL achieve the goal BEFORE execution begins"

### Claim 5.2: "feature-verifier agent validates implementation AFTER execution"

**Status**: VERIFIED

**Evidence**:

- File: `./plugins/python3-development/agents/feature-verifier.md`
- Line 3 (description): "Goal-backward verification AFTER feature implementation"
- Lines 10-11 (role): "You verify that a feature achieved its GOAL, not just completed its TASKS"

### Claim 5.3: "6 validation dimensions"

**Status**: VERIFIED

**Evidence**:

- File: `./plugins/python3-development/agents/plan-validator.md`
- Lines 68-180 (`<validation_dimensions>` section) defines exactly 6 dimensions:
  1. Dimension 1: Requirement Coverage (line 70)
  2. Dimension 2: Task Completeness (line 87)
  3. Dimension 3: Dependency Correctness (line 107)
  4. Dimension 4: Agent Capability Match (line 124)
  5. Dimension 5: Input/Output Validity (line 144)
  6. Dimension 6: Testability (line 161)

---

## Principle 6: Durable Coordination Plane

### Claim 6.1: "swarm-task-planner creates dependency graphs with Dependencies:, Can Parallelize With: fields"

**Status**: VERIFIED

**Evidence**:

- File: `./plugins/python3-development/agents/swarm-task-planner.md`
- Line 84: "Explicit Dependencies: What must complete before this task can start"
- Line 96: `- Dependencies: None`
- Lines 295-297 (Task Structure):
  ```markdown
  **Can Parallelize With**: [List task IDs that can run concurrently, or "None - blocks on dependencies"]
  **Reason**: [Why parallelization is safe; avoid file conflicts]
  ```

### Claim 6.2: "implementation-manager tracks task status and ready tasks"

**Status**: VERIFIED

**Evidence**:

- File: `./plugins/python3-development/skills/implementation-manager/SKILL.md`
- Lines 74-95 (ready-tasks command):
  ```bash
  ./scripts/implementation_manager.py ready-tasks /path/to/project prepare-host
  ```
- Lines 144-147 (Dependency Resolution):
  ```markdown
  A task is "ready" when:
  1. Status is `NOT STARTED`
  2. All dependencies are `COMPLETE` (or no dependencies)
  ```

### Claim 6.3: "ready-tasks command exists"

**Status**: VERIFIED

**Evidence**:

- File: `./plugins/python3-development/skills/implementation-manager/SKILL.md`
- Line 74: `#### ready-tasks`
- Lines 76-95: Full command documentation with output format
- File: `./plugins/python3-development/skills/implementation-manager/scripts/implementation_manager.py`
- Line 738: `@app.command(name="ready-tasks")`

---

## Principle 7: Deterministic Backpressure

### Claim 7.1: "Quality gates documented: ruff, mypy/pyright, pytest, bandit"

**Status**: VERIFIED

**Evidence**:

- File: `./plugins/python3-development/skills/python3-development/SKILL.md`
- Lines 74-80 (System Tools section):
  ```markdown
  - `ruff` - Linter and formatter
  - `pyright` - Type checker (Microsoft)
  - `mypy` - Static type checker
  - `pytest` - Testing framework
  ...
  - `bandit` - Security scanner (for critical code)
  ```
- Lines 1074-1099 (Quality Gates section) documents mandatory sequence

### Claim 7.2: "Linting Discovery Protocol detects project tools"

**Status**: VERIFIED

**Evidence**:

- File: `./plugins/python3-development/skills/python3-development/SKILL.md`
- Lines 965-1065 (Linting Discovery Protocol section):
  - Lines 970-998: Discovery sequence for git hook tools
  - Lines 1040-1065: Type Checker Discovery
  - Lines 1004-1009: CI pipeline configuration detection

---

## Principle 8: Embedded Methodology

### Claim 8.1: "CLEAR+CoVe format in generate-task skill"

**Status**: VERIFIED

**Evidence**:

- File: `./plugins/python3-development/skills/generate-task/SKILL.md`
- Line 3 (description): "Generate a single worker task prompt using the existing CLEAR + selective CoVe task design standard"
- Line 15: "CLEAR ordering (Context, Objective, Inputs, Requirements, Constraints, Expected Outputs, Acceptance Criteria, Verification Steps, CoVe Checks only if needed, Handoff)"
- Lines 74-84: CoVe Checks section in template

### Claim 8.2: "Self-verification steps are mandatory in task templates"

**Status**: VERIFIED

**Evidence**:

- File: `./plugins/python3-development/skills/generate-task/SKILL.md`
- Lines 70-72 (template structure):
  ```markdown
  ## Verification Steps
  1. [How to verify criterion 1]
  2. [How to verify criterion 2]
  ```
- Line 98 (lint requirements): "Explicit: objective, outputs, acceptance criteria, verification are concrete"

### Claim 8.3: "Acceptance criteria must be falsifiable"

**Status**: PARTIALLY VERIFIED

**Evidence**:

- File: `./plugins/python3-development/skills/generate-task/SKILL.md`
- Line 98: "CoVe: included only when Accuracy Risk is Medium/High, and questions are falsifiable"
- The falsifiability requirement explicitly applies to CoVe questions, not all acceptance criteria
- Lines 67-69 show acceptance criteria template but don't explicitly require falsifiability

**Note**: The gap analysis claim slightly overstates - falsifiability is required for CoVe verification questions, not necessarily for all acceptance criteria.

---

## Principle 9: No Recall Required

### Claim 9.1: "Task templates include Required Inputs, Context, References"

**Status**: VERIFIED

**Evidence**:

- File: `./plugins/python3-development/skills/generate-task/SKILL.md`
- Lines 44-56 (task template):
  ```markdown
  ## Context
  [Only what the worker needs; reference specific files/sections]
  ...
  ## Required Inputs
  - [Files/links/artifacts the worker must read]
  - [Assumptions and how to confirm them]
  ```

### Claim 9.2: "Context manifests embed codebase research"

**Status**: VERIFIED

**Evidence**:

- File: `./plugins/python3-development/agents/context-gathering.md`
- Lines 27-57 (Step 2: Research Everything):
  - Lists specific file patterns to search
  - Requires reading actual code paths
  - Documents patterns to identify
- Lines 69-99 (Requirements for Output):
  - "Write VERBOSE, COMPREHENSIVE paragraphs"
  - "Trace through EVERY step in the code path"
  - "Include actual code patterns where needed"

### Claim 9.3: "Assumptions and how to confirm them section exists"

**Status**: VERIFIED

**Evidence**:

- File: `./plugins/python3-development/skills/generate-task/SKILL.md`
- Line 52: `- [Assumptions and how to confirm them]`
- File: `./plugins/python3-development/agents/swarm-task-planner.md`
- Line 261: `- [Assumptions and how to confirm them]`

**Note**: Gap analysis claims this is "optional" - this is PARTIALLY VERIFIED. The section exists in templates, but there is no enforcement mechanism requiring it to be filled.

---

## Claims Verified as Incorrect

### Claim: "Sub-agents spawned via Task tool receive conversation context by default"

**Status**: INCORRECT (verified by experiment 2026-01-29)

**Evidence**: Experimental verification performed by spawning a sub-agent and asking what the orchestrator was tasked to do. Sub-agent response: "I don't have direct access to the original user request." The sub-agent only knew about prior work by reading artifact files, NOT by inheriting conversation context. This proves sub-agents start with fresh context containing only their prompt + tool access.

**Impact**: Gap analysis Principle 1 status changed from PARTIAL to ALIGNED. Recommendation 2.2 "Implement Stateless Agent Enforcement" removed as unnecessary.

### Claim: "No mechanism enforces context isolation between agent invocations"

**Status**: INCORRECT (verified by experiment 2026-01-29)

**Evidence**: Same experiment proves context isolation IS enforced by the Task tool architecture itself. Sub-agents cannot access orchestrator conversation. The mechanism that enforces isolation is the Task tool's design - it does not pass conversation history to sub-agents.

**Impact**: Associated improvement opportunities removed from gap analysis.

---

## Discrepancies Found

### Gap Analysis Line 109: Orchestration guide file reference

**Gap Analysis States**: `File: ./plugins/python3-development/skills/python3-development/references/python-development-orchestration.md`

**Verification**: File exists at this exact path. Reference is accurate.

### Gap Analysis Line 187: ready-tasks command reference

**Gap Analysis States**: `File: ./plugins/python3-development/skills/implementation-manager/SKILL.md: ready-tasks command`

**Verification**: The command exists at line 74 of this file. Reference is accurate.

---

## Verification Methodology

For each claim, verification followed this protocol:

1. **Read the referenced file** using the Read tool
2. **Search for specific patterns** using Grep tool with exact quoted text
3. **Record line numbers** where evidence was found
4. **Cross-reference** multiple files when claims span components
5. **Mark status**:
   - VERIFIED: Found at specific file:line
   - PARTIALLY VERIFIED: Found but with nuance/qualification
   - ASSUMPTION: No file evidence, appears to be inference
   - INCORRECT: Contradicted by file contents

---

## Conclusion

The SSE gap analysis is largely grounded in actual plugin contents. 22 of 27 claims were fully verified with file:line citations. 3 claims were partially verified with qualifications.

**Critical Correction (2026-01-29)**: 2 claims about sub-agent context inheritance were experimentally verified to be INCORRECT. Sub-agents do NOT receive orchestrator conversation context - they start fresh with only their prompt + tool access. The gap analysis has been corrected:

- Principle 1 (Stateless Agents) status changed from PARTIAL to ALIGNED
- Recommendation 2.2 (Implement Stateless Agent Enforcement) removed

The corrected gap analysis now accurately represents the current state of the python3-development plugin relative to the SSE Framework principles.