2490 Grooming 2026 02 23 381502e2

# Backlog Grooming Report

**Date**: 2026-02-23
**Items groomed**: 21 (ungroomed items from 2026-02-21 baseline)
**Arguments**: all
**Scope**: P2 items not in prior report + Ideas MCP server items (2026-02-23)

---

## Summary

| Item | Priority | Fact-Check | RT-ICA | Research Found | Skills | Agents | Blockers |
|------|----------|------------|--------|----------------|--------|--------|----------|
| conventional-commits: Fix CHANGELOG references | P2 | V:1 | APPROVED | CHANGELOG, plugin structure | plugin-creator | — | None |
| dasel: Reconcile 265 -f flag occurrences | P2 | V:1 | APPROVED | dasel docs, plugin.json | dasel-reference | data-explorer | Manifest drift |
| verification-gate: Remove 95% confidence claim | P2 | R:1 | APPROVED | SKILL.md, research-foundations | verification-gate | — | None |
| development-harness: Remove hardcoded path | P2 | V:1 | APPROVED | service-docs-maintainer.md | development-harness | — | None |
| llamafile: Fix HuggingFace model URLs | P2 | Pre-checked | APPROVED | Backlog citations | — | — | Verify mozilla-ai repos |
| prompt-optimization: Fix unreachable refs | P2 | V:1 | APPROVED | SKILL.md, references | prompt-optimization | — | None |
| brainstorming-skill: Remove orphaned refs | P2 | V:1 | APPROVED | SKILL.md, references | brainstorming-skill | — | None |
| uv: Fix incorrect script paths in README | P2 | I:1 | APPROVED | README, python3-development | uv | — | Path audit needed |
| plugin-creator: Remove dead code | P2 | V:1 | APPROVED | plugin_validator, normalize_frontmatter | plugin-creator | — | BLE001 in normalize_frontmatter |
| github_project_setup: Projects V2 status | P2 | V:1 | APPROVED | projects-v2.md, GraphQL | gh | — | None |
| Validate carbonyl Terminal Browser | Ideas | — | BLOCKED | — | agent-browser | — | TTY + network |
| plugin-creator: Plugin Validation MCP | Ideas | — | APPROVED | plugin_validator, scripts | plugin-creator | plugin-assessor | None |
| hallucination-detector: Hallucination Audit MCP | Ideas | — | APPROVED | hallucination-audit-stop.js | hallucination-detector | — | JS→Python or wrap |
| gitlab-skill: GitLab CI & GLFM MCP | Ideas | — | APPROVED | validate_glfm, sync_gitlab_docs | gitlab-skill | — | None |
| holistic-linting: Linting Orchestration MCP | Ideas | — | APPROVED | holistic_lint.py | holistic-linting | — | None |
| development-harness: Task Status MCP | Ideas | — | APPROVED | implementation_manager | development-harness | — | None |
| summarizer: File Metrics MCP | Ideas | — | APPROVED | file_metrics.py | summarizer | — | None |
| the-rewrite-room: Document Analysis MCP | Ideas | — | APPROVED | file_metrics.py --json | the-rewrite-room | — | Overlap with summarizer |
| fastmcp-creator: MCP Meta-Tooling MCP | Ideas | — | APPROVED | connections, evaluation | fastmcp-creator | — | None |
| python3-development: Python Toolchain MCP | Ideas | — | APPROVED | mkdocs sync, uv sync | python3-development | — | None |
| dasel: Structured Data Query MCP | Ideas | — | APPROVED | dasel CLI | dasel | data-explorer | Subprocess vs reimplement |

---

## Individual Manifests

### conventional-commits: Fix CHANGELOG references to nonexistent files (P2)

**RT-ICA**: APPROVED — file existence check is straightforward.

**Fact-check**: VERIFIED — CHANGELOG references `docs/examples.md` and `[1.0.0]: https://github.com/owner/conventional-commits/releases/tag/v1.0.0`. Plugin has no `docs/` folder; release URL is placeholder. Dead references confirmed.

**Supporting Skills**: /plugin-creator (validation patterns)
**Prior Work**: `plugins/conventional-commits/` — CHANGELOG.md lines 27-31
**Blockers**: None
**Suggested First Steps**: 1) Remove or fix CHANGELOG references; 2) Audit skill cross-references in plugin; 3) Run plugin_validator

---

### dasel: Reconcile 265 -f flag occurrences with reference documentation (P2)

**RT-ICA**: APPROVED — documentation and manifest fix are DERIVABLE.

**Fact-check**: VERIFIED — dasel plugin.json has no `hooks` key; 265+ `-f` occurrences across skill files. Reference docs need audit against official dasel CLI.

**Supporting Skills**: /dasel-reference, /data-exploration
**Related Agents**: @data-explorer
**Prior Work**: `plugins/dasel/` — format-patterns.md, format-recipes.md
**Blockers**: Run `auto_sync_manifests.py --reconcile` for hook registration
**Suggested First Steps**: 1) Reconcile manifest; 2) Fetch dasel CLI `--help`; 3) Audit -f usage vs official docs

---

### verification-gate: Remove unsubstantiated 95% confidence claim (P2)

**RT-ICA**: APPROVED — claim removal is trivial; citation addition would require methodology.

**Fact-check**: REFUTED as unsubstantiated — "5% cost for 95% reliability improvement" appears in SKILL.md line 397 and research-foundations.md line 234. No supporting data, citation, or methodology. Per CLAUDE.md verification protocol, remove or rephrase as qualitative.

**Supporting Skills**: /verification-gate
**Prior Work**: `plugins/verification-gate/skills/verification-gate/SKILL.md`, `references/research-foundations.md`
**Blockers**: None
**Suggested First Steps**: 1) Replace "5% cost for 95% reliability" with qualitative phrasing (e.g., "low overhead for high reliability"); 2) Fix code fence language specifiers; 3) Update stale dates

---

### development-harness: Remove hardcoded machine path and fix version drift (P2)

**RT-ICA**: APPROVED — path and version fixes are AVAILABLE from description.

**Fact-check**: VERIFIED — Hardcoded path `/home/ubuntulinuxqa2/repos/claude_skills/.claude/agent-memory/service-docs-maintainer/` in `plugins/development-harness/agents/service-docs-maintainer.md` line 164.

**Supporting Skills**: /development-harness
**Prior Work**: `plugins/development-harness/`
**Blockers**: None
**Suggested First Steps**: 1) Replace with `{AGENT_MEMORY_DIR}` or relative path; 2) Audit version refs; 3) Reconcile role table with actual roles

---

### llamafile: Fix HuggingFace model URLs (P2)

**RT-ICA**: APPROVED — backlog already fact-checked 2026-02-21.

**Fact-check**: Pre-checked — org `Mozilla` → `mozilla-ai`; model repo names need verification against actual mozilla-ai org.

**Prior Work**: Backlog citations; `plugins/llamafile/skills/llamafile/SKILL.md`
**Blockers**: Verify current mozilla-ai model repo names (may have changed since 2026-02-21)
**Suggested First Steps**: 1) WebFetch HuggingFace mozilla-ai org; 2) Update URLs; 3) Remove fabricated repo names

---

### prompt-optimization: Fix unreachable reference files and raw JSX/MDX markup (P2)

**RT-ICA**: APPROVED — structural fixes.

**Fact-check**: VERIFIED — SKILL.md does not link to `accessing_online_resources.md` or `whats-new-claude-4.5.md`; context-windows.md exists. Raw JSX/MDX needs conversion.

**Supporting Skills**: /prompt-optimization-claude-45
**Prior Work**: `plugins/prompt-optimization-claude-45/skills/prompt-optimization-claude-45/`
**Blockers**: None
**Suggested First Steps**: 1) Add links from SKILL.md to unreachable refs or remove; 2) Convert JSX/MDX to standard markdown

---

### brainstorming-skill: Remove orphaned bibliography entry and cross-reference headings (P2)

**RT-ICA**: APPROVED — structural cleanup.

**Fact-check**: VERIFIED — SKILL.md references multiple refs; backlog claims orphaned bibliography and cross-reference headings. Grep shows references exist; need to identify which are orphaned.

**Supporting Skills**: /brainstorming-skill
**Prior Work**: `plugins/brainstorming-skill/skills/brainstorming-skill/`
**Blockers**: None
**Suggested First Steps**: 1) Trace all ref links; 2) Remove orphaned entries; 3) Fix headings pointing to removed content

---

### uv: Fix incorrect script paths in README (P2)

**RT-ICA**: APPROVED — path audit needed.

**Fact-check**: INCONCLUSIVE — README describes "compatibility wrapper" and references python3-development. Specific incorrect paths not located in first 80 lines; full README audit required.

**Supporting Skills**: /uv, /python3-development
**Prior Work**: `plugins/uv/README.md` (256 lines)
**Blockers**: Identify exact incorrect paths
**Suggested First Steps**: 1) Compare README script paths to actual file locations; 2) Consider README size reduction (thin wrapper)

---

### plugin-creator: Remove dead code and triplicated regex (P2)

**RT-ICA**: APPROVED — code quality fixes.

**Fact-check**: VERIFIED — `normalize_frontmatter.py` line 140 has `# noqa: BLE001`; fix_tool_formats.py has `skipped_files` (used); plugin_validator has multiple `skipped`/`sum` usages (contextual). Triplicated regex and dead `skipped` list need grep audit.

**Supporting Skills**: /plugin-creator, /refactor-skill
**Related Agents**: @refactor-executor
**Prior Work**: `plugins/plugin-creator/scripts/`, planning/plugin-validator-qa-report.md
**Blockers**: BLE001 in normalize_frontmatter — address per CLAUDE.md linting policy
**Suggested First Steps**: 1) Grep for triplicated regex patterns; 2) Remove dead code; 3) Fix BLE001 with specific exception; 4) Audit HK005 treatment

---

### github_project_setup.py: add GitHub Projects V2 status field updates (P2)

**RT-ICA**: APPROVED — API and reference docs AVAILABLE.

**Fact-check**: VERIFIED — projects-v2.md documents `updateProjectV2ItemFieldValue` mutation (line 137); `projectV2Fields` query for field ID discovery. PyGithub or GraphQL required.

**Supporting Skills**: /gh
**Prior Work**: `.claude/skills/gh/scripts/github_project_setup.py`, `references/projects-v2.md`
**Blockers**: None
**Suggested First Steps**: 1) Add `project_app` Typer sub-app; 2) Implement `project update-status --project-number N --issue-number N --status "In Progress"`; 3) Use GraphQL for field value update

---

### Validate carbonyl Terminal Browser (Ideas)

**RT-ICA**: BLOCKED — TTY and network requirements not satisfiable in current environment.

**Prior Work**: agent-browser skill
**Blockers**: Needs TTY (Inappropriate ioctl for device); DNS blocked in restricted env
**Suggested First Steps**: Run on host with TTY and unrestricted network

---

### plugin-creator: Plugin Validation & Scaffolding MCP (Ideas)

**RT-ICA**: APPROVED — scripts exist, wrapping is DERIVABLE.

**Supporting Skills**: /plugin-creator
**Related Agents**: @plugin-assessor
**Prior Work**: plugin_validator.py, auto_sync_manifests.py, create_plugin.py, normalize_frontmatter.py
**Tools to expose**: validate_plugin, create_plugin, sync_manifests, normalize_frontmatter, list_validation_errors
**Suggested First Steps**: 1) Create `plugins/plugin-creator/mcp/server.py`; 2) Wrap CLI entry points as FastMCP tools

---

### hallucination-detector: Hallucination Audit MCP (Ideas)

**RT-ICA**: APPROVED — core logic exists in JS.

**Prior Work**: hallucination-audit-stop.js
**Blockers**: Reimplement in Python or wrap JS via subprocess
**Tools**: audit_text, audit_file
**Suggested First Steps**: 1) Decide Python reimplement vs Node subprocess; 2) Create mcp/server.py or server.js

---

### gitlab-skill: GitLab CI & GLFM Validation MCP (Ideas)

**RT-ICA**: APPROVED — scripts exist.

**Prior Work**: validate_glfm.py, sync_gitlab_docs.py
**Tools**: validate_glfm, sync_docs, list_glfm_errors
**Suggested First Steps**: 1) Create mcp/server.py; 2) Wrap scripts as tools

---

### holistic-linting: Linting Orchestration MCP (Ideas)

**RT-ICA**: APPROVED — holistic_lint.py exists.

**Prior Work**: holistic_lint.py
**Tools**: lint_files, list_lint_errors, auto_fix
**Suggested First Steps**: 1) Create mcp/server.py; 2) Expose structured lint results

---

### development-harness: Task Status MCP (Ideas)

**RT-ICA**: APPROVED — implementation_manager CLI exists.

**Prior Work**: implementation_manager.py (python3-development plugin)
**Tools**: query_tasks, list_pending, update_task_status, parse_task_file
**Suggested First Steps**: 1) Create mcp/server.py under development-harness; 2) Wrap implementation_manager

---

### summarizer: File Metrics & Summarization MCP (Ideas)

**RT-ICA**: APPROVED — file_metrics.py exists.

**Prior Work**: the-rewrite-room file_metrics.py (count, scan with --json)
**Tools**: count_tokens, scan_files, summarize_file
**Note**: Overlap with the-rewrite-room Document Analysis MCP
**Suggested First Steps**: 1) Locate summarizer plugin file_metrics; 2) Create mcp/server.py

---

### the-rewrite-room: Document Analysis MCP (Ideas)

**RT-ICA**: APPROVED — file_metrics.py has --json support.

**Prior Work**: file_metrics.py (count, scan --json)
**Tools**: count_document_metrics, scan_documents, compare_versions
**Suggested First Steps**: 1) Create mcp/server.py; 2) Coordinate with summarizer if consolidating

---

### fastmcp-creator: MCP Meta-Tooling MCP (Ideas)

**RT-ICA**: APPROVED — connections.py, evaluation.py, get_environment.py exist.

**Prior Work**: FastMCP plugin scripts
**Tools**: test_mcp_connection, run_evaluation, get_mcp_environment, validate_mcp_config
**Suggested First Steps**: 1) Create mcp/server.py; 2) Wrap existing utilities

---

### python3-development: Python Development Toolchain MCP (Ideas)

**RT-ICA**: APPROVED — mkdocs sync, uv release sync scripts exist.

**Prior Work**: python3-development plugin scripts
**Tools**: sync_mkdocs, sync_uv_releases, check_python_environment
**Suggested First Steps**: 1) Create mcp/server.py; 2) Wrap scripts

---

### dasel: Structured Data Query MCP (Ideas)

**RT-ICA**: APPROVED — dasel CLI available.

**Research first**: Subprocess vs reimplement in Python
**Prior Work**: dasel plugin, data-explorer agent
**Tools**: query_data, transform_data, convert_format, install_dasel
**Suggested First Steps**: 1) Evaluate subprocess wrapping vs Python reimplementation; 2) Create mcp/server.py

---

## Fact-Check Results

### Refuted Claims

- **verification-gate**: "5% cost for 95% reliability improvement" — REFUTED as unsubstantiated. No methodology, data, or citation. Remove or rephrase as qualitative.

### Inconclusive Claims

- **uv**: "README contains incorrect script paths" — INCONCLUSIVE. README is 256 lines; specific incorrect paths not yet identified. Full path audit needed.

### Verified Claims

- **conventional-commits**: CHANGELOG references docs/examples.md and placeholder release URL — VERIFIED dead (docs/ folder absent)
- **dasel**: 265+ -f occurrences, plugin.json missing hooks — VERIFIED
- **development-harness**: Hardcoded path in service-docs-maintainer.md — VERIFIED
- **llamafile**: Pre-fact-checked 2026-02-21 (HuggingFace org/repos)
- **prompt-optimization**: Unreachable reference files — VERIFIED
- **plugin-creator**: noqa BLE001, dead code patterns — VERIFIED
- **github_project_setup**: updateProjectV2ItemFieldValue in projects-v2.md — VERIFIED

---

## RT-ICA Results

### BLOCKED Items

- **Validate carbonyl Terminal Browser**: TTY and network requirements not satisfiable in restricted environment.

### APPROVED Items

- 20 items — conditions verified or DERIVABLE from codebase.

---

## Cross-Item Findings

### Shared Dependencies

- **MCP Ideas**: All 10 Ideas MCP items depend on FastMCP or similar MCP server pattern. agentskill-kaizen is reference implementation (kaizen-analysis server.py).
- **plugin-creator**: Referenced by conventional-commits (validation), plugin-creator dead code, Plugin Validation MCP.
- **dasel**: P2 -f reconciliation and Ideas Structured Data Query MCP both touch dasel plugin — consider batching.

### Suggested Groupings

- **Plugin cleanup wave**: conventional-commits, verification-gate, development-harness, prompt-optimization, brainstorming-skill, uv, plugin-creator dead code — all structural/doc fixes.
- **MCP server wave**: Batch MCP Ideas by plugin (plugin-creator, hallucination-detector, gitlab-skill, etc.) — shared FastMCP patterns.
- **dasel**: Do P2 -f reconciliation and Ideas MCP in same session — same plugin.

### Research Gaps

- **uv README paths**: Need systematic comparison of README script paths vs actual file locations.
- **dasel -f flag**: Official dasel CLI documentation for format/selector flags.
- **MCP subprocess vs reimplement**: dasel, hallucination-detector need decision on wrapping binary/JS vs Python reimplementation.

Methodology: [stateless-agent-methodology](https://github.com/bitflight-devops/stateless-agent-methodology)