P0 - Must Have

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

P1 - Should Have

• gitlab-skill: Remove hardcoded corporate URL
• bash-development: Fix bash-53-features inaccuracies and task_output bug
• clang-format: Fix broken YAML frontmatter
• agent-orchestration: Remove phantom /is-it-done command references
• perl-development: Fix shell injection vulnerability in example template
• hallucination-detector: Fix dead backtick evidence marker and multi-occurrence "because" bug
• python3-development: Fix 3 malformed frontmatter files
• the-rewrite-room: Fix nonexistent script reference and 6 broken links
• fastmcp-creator: Add citations for 1200+ lines of FastMCP 3.x API documentation
• Consolidate validate_frontmatter.py into plugin_validator.py
• Validate and verify orchestrator-discipline plugin hooks and processes
• SAM: Error Recovery / Rollback Procedures
• SAM: Human Escalation Criteria
• SAM: Timeout/Stall Detection
• SAM: Artifact Schema Validation
• SAM: Scope Creep Detection
• Meta-Process Capture — Expert Panel Dataset Builder
• SAM Extension — Integrate ARL General Theory
• ARL Skill Development
• Extract claude-plugin-lint to standalone PyPI package
• P1: plugin-validator pre-commit output is too noisy
• P1: plugin-validator UX and coverage gaps

P2 - Could Have

• conventional-commits: Fix CHANGELOG references to nonexistent files

• dasel: Reconcile 265 -f flag occurrences with reference documentation

• verification-gate: Remove unsubstantiated 95% confidence claim

• development-harness: Remove hardcoded machine path and fix version drift

• llamafile: Fix HuggingFace model URLs (wrong org name + fabricated repos)

• prompt-optimization: Fix unreachable reference files and raw JSX/MDX markup

• brainstorming-skill: Remove orphaned bibliography entry and cross-reference headings

• uv: Fix incorrect script paths in README

• plugin-creator: Remove dead code and triplicated regex

• Add PR003/PR004 test coverage to plugin registration validator

• kaizen: MCP consolidation analysis

• SAM: Parser regex false positive on "## Task Summary Statistics"

• SAM: Replace validate-task-file.sh with Python validator

• SAM: Parallel Execution Details

• SAM: Multi-Model Strategy

• SAM: Audit Trail / Observability

• SAM: Partial Success Handling

• SAM: Context Size Management

• SAM: Conflicting Review Findings

• Multi-session build state lost during context compaction

• /plugin-dev:create-plugin workflow lacks intra-phase parallelism tracking

• Background agent result deduplication after compaction

• /plugin-dev:create-plugin Phase 6 validation should batch fixes by file, not by finding

• Plan artifact diverges from implementation without update mechanism

• Evaluate scikit-learn dependency weight for agentskill-kaizen cluster_sessions tool

• github_project_setup.py: add milestone close command

• work-backlog-item: accept #N in close and resolve routing

• github_project_setup.py: add GitHub Projects V2 status field updates

• Configurable Token Thresholds for plugin_validator.py

• SAM: Cost/Token Management

• SAM: Team Coordination Protocols

• SAM: External System Integration Patterns

• SAM: Migration Strategy Guide

• SAM: Training/Onboarding Materials

• SAM: Non-Code Workflow Guidance

• Carbonyl Browser Integration for Claude Code #195

• Validate is-fast for Web Content Extraction

• Validate agent-browser for Web Automation

• Validate carbonyl Terminal Browser

• work-backlog-item: Implement --language and --stack routing

• refresh-research: Implement --layer filtering logic

• ARL human-probing: Implement skill/agent #194

• evaluate-sdlc-layers: Run and fix findings

• SDLC layers: Cross-reference audit

• TEST: Backlog script verification

• TEST: Resolve verification

• conventional-commits: Fix SKILL.md frontmatter, broken links, and structure

• Fix pre-existing linting errors in gitlab_context.py

Ideas

• plugin-creator: Plugin Validation & Scaffolding MCP
• hallucination-detector: Hallucination Audit MCP
• gitlab-skill: GitLab CI & GLFM Validation MCP
• holistic-linting: Linting Orchestration MCP
• development-harness: Task Status MCP
• summarizer: File Metrics & Summarization MCP
• the-rewrite-room: Document Analysis MCP
• fastmcp-creator: MCP Meta-Tooling MCP
• python3-development: Python Development Toolchain MCP
• dasel: Structured Data Query MCP
• Item title
• Research Resources

Completed

• Resolve 48 pre-existing ty (Astral type checker) diagnostics
• Resolve plugin-validator pre-existing errors to make CI gate blocking
• Resolve manifest drift to make CI sync check blocking
• Replace requests with httpx in all scripts
• Enhance swarm-task-planner with multi-source synthesis
• Add context compliance checking
• SAM: Artifact Versioning Strategy
• Create ecosystem-researcher agent

Format Guide

See .claude/docs/backlog-item-groomed-schema.md for groomed item structure.