# 327 Backlog 193d131d

> Backlog

- Skill: `tools-only/327-backlog-193d131d` (Agent Skill, multi-file: 3 files)
- Install (CLI): `npx skillmds@latest add tools-only/327-backlog-193d131d`
- Raw SKILL.md: https://api.skillmd.com/api/skills/tools-only/327-backlog-193d131d/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Product & Planning
- Author: tools-only (https://skillmd.com/u/tools-only)
- Updated: 2026-09-22
- Page: https://skillmd.com/skills/tools-only/327-backlog-193d131d

---


# Backlog

Tracked features, ideas, and deferred work. Each item lives in `.claude/backlog/`.

---

## P0 - Must Have

- [Reduce session-start context load via rules path-scoping and disable-model-invocation](backlog/p0-reduce-session-start-context-load-via-rules-path-scoping-and.md) #198

## P1 - Should Have

- [gitlab-skill: Remove hardcoded corporate URL](backlog/p1-gitlab-skill-remove-hardcoded-corporate-url.md)
- [bash-development: Fix bash-53-features inaccuracies and task_output bug](backlog/p1-bash-development-fix-bash-53-features-inaccuracies-and-tasko.md)
- [clang-format: Fix broken YAML frontmatter](backlog/p1-clang-format-fix-broken-yaml-frontmatter.md)
- [agent-orchestration: Remove phantom /is-it-done command references](backlog/p1-agent-orchestration-remove-phantom-is-it-done-command-refere.md)
- [perl-development: Fix shell injection vulnerability in example template](backlog/p1-perl-development-fix-shell-injection-vulnerability-in-exampl.md)
- [hallucination-detector: Fix dead backtick evidence marker and multi-occurrence "because" bug](backlog/p1-hallucination-detector-fix-dead-backtick-evidence-marker-and.md)
- [python3-development: Fix 3 malformed frontmatter files](backlog/p1-python3-development-fix-3-malformed-frontmatter-files.md)
- [the-rewrite-room: Fix nonexistent script reference and 6 broken links](backlog/p1-the-rewrite-room-fix-nonexistent-script-reference-and-6-brok.md)
- [fastmcp-creator: Add citations for 1200+ lines of FastMCP 3.x API documentation](backlog/p1-fastmcp-creator-add-citations-for-1200-lines-of-fastmcp-3x-a.md)
- [Consolidate validate_frontmatter.py into plugin_validator.py](backlog/p1-consolidate-validatefrontmatterpy-into-pluginvalidatorpy.md)
- [Validate and verify orchestrator-discipline plugin hooks and processes](backlog/p1-validate-and-verify-orchestrator-discipline-plugin-hooks-and.md)
- [SAM: Error Recovery / Rollback Procedures](backlog/p1-sam-error-recovery-rollback-procedures.md) #199
- [SAM: Human Escalation Criteria](backlog/p1-sam-human-escalation-criteria.md) #200
- [SAM: Timeout/Stall Detection](backlog/p1-sam-timeoutstall-detection.md) #201
- [SAM: Artifact Schema Validation](backlog/p1-sam-artifact-schema-validation.md) #202
- [SAM: Scope Creep Detection](backlog/p1-sam-scope-creep-detection.md) #203
- [Meta-Process Capture — Expert Panel Dataset Builder](backlog/p1-meta-process-capture-expert-panel-dataset-builder.md) #204
- [SAM Extension — Integrate ARL General Theory](backlog/p1-sam-extension-integrate-arl-general-theory.md) #205
- [ARL Skill Development](backlog/p1-arl-skill-development.md) #206
- [Extract claude-plugin-lint to standalone PyPI package](backlog/p1-extract-claude-plugin-lint-to-standalone-pypi-package.md) #207
- [P1: plugin-validator pre-commit output is too noisy](backlog/p1-p1-plugin-validator-pre-commit-output-is-too-noisy.md) #208
- [P1: plugin-validator UX and coverage gaps](backlog/p1-p1-plugin-validator-ux-and-coverage-gaps.md) #209

- [daily-releases: Task AI analysis step to model=haiku subagent and fix duplicate draft releases](backlog/p1-daily-releases-delegate-ai-analysis-step-to-haiku-subagent-a.md) #196

- [Fix pre-existing CI check failures on main](backlog/medium-fix-pre-existing-ci-check-failures-on-main.md)

- [Backlog system redesign: GitHub Issues as source of truth with local cache](backlog/p1-backlog-system-redesign-github-issues-as-source-of-truth-wit.md)

- [backlog.py: unify issue body template and add missing structured fields](backlog/p1-backlogpy-unify-issue-body-template-and-add-missing-structur.md)

- [Enhance skill-research-process for CLI tool skills](backlog/p1-enhance-skill-research-process-for-cli-tool-skills.md) #197

- [Create ty skill for python3-development plugin](backlog/p1-create-ty-skill-for-python3-development-plugin.md) #210
## P2 - Could Have

- [conventional-commits: Fix CHANGELOG references to nonexistent files](backlog/p2-conventional-commits-fix-changelog-references-to-nonexistent.md) #211
- [dasel: Reconcile 265 `-f` flag occurrences with reference documentation](backlog/p2-dasel-reconcile-265-f-flag-occurrences-with-reference-docume.md) #212
- [verification-gate: Remove unsubstantiated 95% confidence claim](backlog/p2-verification-gate-remove-unsubstantiated-95-confidence-claim.md) #213
- [development-harness: Remove hardcoded machine path and fix version drift](backlog/p2-development-harness-remove-hardcoded-machine-path-and-fix-ve.md) #214
- [llamafile: Fix HuggingFace model URLs (wrong org name + fabricated repos)](backlog/p2-llamafile-fix-huggingface-model-urls-wrong-org-name-fabricat.md) #215
- [prompt-optimization: Fix unreachable reference files and raw JSX/MDX markup](backlog/p2-prompt-optimization-fix-unreachable-reference-files-and-raw-.md) #216
- [brainstorming-skill: Remove orphaned bibliography entry and cross-reference headings](backlog/p2-brainstorming-skill-remove-orphaned-bibliography-entry-and-c.md) #217
- [uv: Fix incorrect script paths in README](backlog/p2-uv-fix-incorrect-script-paths-in-readme.md) #218
- [plugin-creator: Remove dead code and triplicated regex](backlog/p2-plugin-creator-remove-dead-code-and-triplicated-regex.md) #219
- [Add PR003/PR004 test coverage to plugin registration validator](backlog/p2-add-pr003pr004-test-coverage-to-plugin-registration-validato.md) #220
- [kaizen: MCP consolidation analysis](backlog/p2-kaizen-mcp-consolidation-analysis.md) #221
- [SAM: Parser regex false positive on "## Task Summary Statistics"](backlog/p2-sam-parser-regex-false-positive-on-task-summary-statistics.md) #222
- [SAM: Replace validate-task-file.sh with Python validator](backlog/p2-sam-replace-validate-task-filesh-with-python-validator.md) #223
- [SAM: Parallel Execution Details](backlog/p2-sam-parallel-execution-details.md) #224
- [SAM: Multi-Model Strategy](backlog/p2-sam-multi-model-strategy.md) #225
- [SAM: Audit Trail / Observability](backlog/p2-sam-audit-trail-observability.md) #226
- [SAM: Partial Success Handling](backlog/p2-sam-partial-success-handling.md) #227
- [SAM: Context Size Management](backlog/p2-sam-context-size-management.md) #228
- [SAM: Conflicting Review Findings](backlog/p2-sam-conflicting-review-findings.md) #229
- [Multi-session build state lost during context compaction](backlog/p2-multi-session-build-state-lost-during-context-compaction.md) #230
- [`/plugin-dev:create-plugin` workflow lacks intra-phase parallelism tracking](backlog/p2-plugin-dev-create-plugin-workflow-lacks-intra-phase-parallel.md) #231
- [Background agent result deduplication after compaction](backlog/p2-background-agent-result-deduplication-after-compaction.md) #232
- [`/plugin-dev:create-plugin` Phase 6 validation should batch fixes by file, not by finding](backlog/p2-plugin-dev-create-plugin-phase-6-validation-should-batch-fix.md) #233
- [Plan artifact diverges from implementation without update mechanism](backlog/p2-plan-artifact-diverges-from-implementation-without-update-me.md) #234
- [Evaluate scikit-learn dependency weight for agentskill-kaizen cluster_sessions tool](backlog/p2-evaluate-scikit-learn-dependency-weight-for-agentskill-kaize.md) #235
- [github_project_setup.py: add `milestone close` command](backlog/p2-githubprojectsetuppy-add-milestone-close-command.md)
- [work-backlog-item: accept `#N` in `close` and `resolve` routing](backlog/p2-work-backlog-item-accept-n-in-close-and-resolve-routing.md)
- [github_project_setup.py: add GitHub Projects V2 status field updates](backlog/p2-githubprojectsetuppy-add-github-projects-v2-status-field-upd.md) #236
- [Configurable Token Thresholds for plugin_validator.py](backlog/p2-configurable-token-thresholds-for-pluginvalidatorpy.md) #237
- [SAM: Cost/Token Management](backlog/p2-sam-costtoken-management.md) #238
- [SAM: Team Coordination Protocols](backlog/p2-sam-team-coordination-protocols.md) #239
- [SAM: External System Integration Patterns](backlog/p2-sam-external-system-integration-patterns.md) #240
- [SAM: Migration Strategy Guide](backlog/p2-sam-migration-strategy-guide.md) #241
- [SAM: Training/Onboarding Materials](backlog/p2-sam-trainingonboarding-materials.md) #242
- [SAM: Non-Code Workflow Guidance](backlog/p2-sam-non-code-workflow-guidance.md) #243
- [Carbonyl Browser Integration for Claude Code](backlog/p2-carbonyl-browser-integration-for-claude-code.md) #195
- [Validate is-fast for Web Content Extraction](backlog/p2-validate-is-fast-for-web-content-extraction.md) #244
- [Validate agent-browser for Web Automation](backlog/p2-validate-agent-browser-for-web-automation.md) #245
- [Validate carbonyl Terminal Browser](backlog/p2-validate-carbonyl-terminal-browser.md) #246
- [work-backlog-item: Implement --language and --stack routing](backlog/p2-work-backlog-item-implement-language-and-stack-routing.md) #247
- [refresh-research: Implement --layer filtering logic](backlog/p2-refresh-research-implement-layer-filtering-logic.md) #248
- [ARL human-probing: Implement skill/agent](backlog/p2-arl-human-probing-implement-skillagent.md) #194
- [evaluate-sdlc-layers: Run and fix findings](backlog/p2-evaluate-sdlc-layers-run-and-fix-findings.md) #249
- [SDLC layers: Cross-reference audit](backlog/p2-sdlc-layers-cross-reference-audit.md) #250
- [TEST: Backlog script verification](backlog/p2-test-backlog-script-verification.md)
- [TEST: Resolve verification](backlog/p2-test-resolve-verification.md)

- [conventional-commits: Fix SKILL.md frontmatter, broken links, and structure](backlog/p2-conventional-commits-fix-skillmd-frontmatter-broken-links-an.md) #251

- [Fix pre-existing linting errors in gitlab_context.py](backlog/p2-fix-pre-existing-linting-errors-in-gitlabcontextpy.md) #252
## Ideas

- [plugin-creator: Plugin Validation & Scaffolding MCP](backlog/ideas-plugin-creator-plugin-validation-scaffolding-mcp.md) #253
- [hallucination-detector: Hallucination Audit MCP](backlog/ideas-hallucination-detector-hallucination-audit-mcp.md) #254
- [gitlab-skill: GitLab CI & GLFM Validation MCP](backlog/ideas-gitlab-skill-gitlab-ci-glfm-validation-mcp.md) #255
- [holistic-linting: Linting Orchestration MCP](backlog/ideas-holistic-linting-linting-orchestration-mcp.md) #256
- [development-harness: Task Status MCP](backlog/ideas-development-harness-task-status-mcp.md) #257
- [summarizer: File Metrics & Summarization MCP](backlog/ideas-summarizer-file-metrics-summarization-mcp.md) #258
- [the-rewrite-room: Document Analysis MCP](backlog/ideas-the-rewrite-room-document-analysis-mcp.md) #259
- [fastmcp-creator: MCP Meta-Tooling MCP](backlog/ideas-fastmcp-creator-mcp-meta-tooling-mcp.md) #260
- [python3-development: Python Development Toolchain MCP](backlog/ideas-python3-development-python-development-toolchain-mcp.md) #261
- [dasel: Structured Data Query MCP](backlog/ideas-dasel-structured-data-query-mcp.md) #262
- [Item title](backlog/ideas-item-title.md) #263
- [Research Resources](backlog/ideas-research-resources.md) #264

## Completed

- [Resolve 48 pre-existing ty (Astral type checker) diagnostics](backlog/completed-resolve-48-pre-existing-ty-astral-type-checker-diagnostics.md)
- [Resolve plugin-validator pre-existing errors to make CI gate blocking](backlog/completed-resolve-plugin-validator-pre-existing-errors-to-make-ci-gate.md)
- [Resolve manifest drift to make CI sync check blocking](backlog/completed-resolve-manifest-drift-to-make-ci-sync-check-blocking.md)
- [Replace requests with httpx in all scripts](backlog/completed-replace-requests-with-httpx-in-all-scripts.md)
- [Enhance swarm-task-planner with multi-source synthesis](backlog/completed-enhance-swarm-task-planner-with-multi-source-synthesis.md)
- [Add context compliance checking](backlog/completed-add-context-compliance-checking.md)
- [SAM: Artifact Versioning Strategy](backlog/completed-sam-artifact-versioning-strategy.md)
- [Create ecosystem-researcher agent](backlog/completed-create-ecosystem-researcher-agent.md)

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## Format Guide

See [.claude/docs/backlog-item-groomed-schema.md](.claude/docs/backlog-item-groomed-schema.md) for groomed item structure.