Repository
jpicklyk/task-orchestrator agent skills
- skills
- 28
- GitHub stars
- 207
GitHub description: “Server-enforced workflow discipline for AI agents. An MCP server providing persistent work items, dependency graphs, quality gates, and actor attribution. Schemas define what agents must produce — the server blocks the call if they don't. Works with any MCP-compatible client.”
- Stars
- 207 (24 forks)
- Licence
- MIT
- Last push
- Oct 2026
- Created
- May 2025
- ai-coding-assistant
- ai-development
- ai-memory
- ai-tools
- claude
- claude-code
- claude-desktop
- context-persistence
- developer-tools
- mcp
- mcp-server
- model-context-protocol
- task-management
- vibe-coding
- workflow-automation
- ai-harness
Install all skills
npx skills add jpicklyk/task-orchestratorAdd --skill <name> for a single skill and -a <agent> to choose the agent (see the agent guides).
Skills in jpicklyk/task-orchestrator, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Walks through how to launch and reach the MCP Task Orchestrator server container: transport, REST API, port publishing, config mounts and config-sync. | jpicklyk/ | 207 | — | ~3.1k | Automated safety check: Pass | MIT | today |
| 2 | 2.Run Wave Resolves ready MCP work items into a run plan, shows it to you, then executes it through the Workflow tool or direct subagent dispatch, with post-run verification. | jpicklyk/ | 207 | — | ~4.7k | Automated safety check: Pass | MIT | today |
| 3 | Migrates an existing unscoped Task Orchestrator database to the project-scoping convention in place, creating one project anchor root and re-parenting work trees under it after a mandatory dry run. | jpicklyk/ | 207 | — | ~3.7k | Automated safety check: Pass | MIT | today |
| 4 | Completes or cancels a whole feature subtree, a named list of items, or a batch of stale work items at once, previewing the impact and warning before force-completing anything active. | jpicklyk/ | 207 | — | ~2.6k | Automated safety check: Pass | MIT | today |
| 5 | Creates an MCP work item from conversation context, anchoring it under the right container, inferring type and priority and pre-filling the required notes. | jpicklyk/ | 207 | — | ~4k | Automated safety check: Pass | MIT | today |
| 6 | Views, creates, deletes and diagnoses BLOCKS, IS_BLOCKED_BY and RELATES_TO links between MCP work items, including why an item cannot start. | jpicklyk/ | 207 | — | ~3.5k | Automated safety check: Pass | MIT | today |
| 7 | Guides the full lifecycle of a feature-implementation tagged MCP item (the feature container) — from queue through review. | jpicklyk/ | 207 | — | ~2.2k | Automated safety check: Pass | MIT | today |
| 8 | End-to-end workflow for taking MCP work items from backlog to merged PR. | jpicklyk/ | 207 | — | ~17k | Automated safety check: Pass | MIT | today |
| 9 | 9.Init Sets up Task Orchestrator for a project or for the user: creates (or finds) the project anchor root, writes the project: block into .taskorchestrator/config.yaml at the main checkout root, pushes it… | jpicklyk/ | 207 | — | ~4k | Automated safety check: Pass | MIT | today |
| 10 | 10.Quick Start Interactive onboarding for the MCP Task Orchestrator. An agent skill from jpicklyk/task-orchestrator. | jpicklyk/ | 207 | — | ~4k | Automated safety check: Pass | MIT | today |
| 11 | Triages pending improvement-proposal MCP items — presents each with its scope and evidence, collects an accept/reject/defer decision per proposal, and carries out the disposition: project-scoped… | jpicklyk/ | 207 | — | ~4.5k | Automated safety check: Pass | MIT | today |
| 12 | Analyzes the current implementation run — evaluates schema effectiveness, delegation alignment, note quality, and plan-to-execution fit. | jpicklyk/ | 207 | — | ~9.5k | Automated safety check: Pass | MIT | today |
| 13 | Navigates role transitions for MCP work items using advanceitem. | jpicklyk/ | 207 | — | ~3.3k | Automated safety check: Pass | MIT | today |
| 14 | 14.Work Summary Generates a project dashboard from MCP work items. An agent skill from jpicklyk/task-orchestrator. | jpicklyk/ | 207 | — | ~4.3k | Automated safety check: Pass | MIT | today |
| 15 | 15.Spec Quality Specification quality framework for planning. An agent skill from jpicklyk/task-orchestrator. | jpicklyk/ | 207 | — | ~3.1k | Automated safety check: Pass | MIT | today |
| 16 | End-to-end release automation — reads commits since last tag, infers semver bump, drafts changelog, creates release PR, merges it, waits for CI green, tags, and monitors the Docker build to… | jpicklyk/ | 207 | — | ~5.3k | Automated safety check: Pass | MIT | today |
| 17 | 17.Ralph Launcher for the Ralph-style queue drain script — emits the right node ralph-loop.mjs invocation based on the user's filter and bounds. | jpicklyk/ | 207 | — | ~6.2k | Automated safety check: Pass | MIT | today |
| 18 | Checklists for adding a new MCP tool, a new Flyway database migration, or a new Gradle dependency to the Task Orchestrator server, including the tool-documentation single-source policy… | jpicklyk/ | 207 | — | ~1k | Automated safety check: Pass | MIT | today |
| 19 | Assessment of plugin skill and hook changes needed after MCP or config changes. | jpicklyk/ | 207 | — | ~685 | Automated safety check: Pass | MIT | today |
| 20 | Internal, hook-triggered: gathers existing MCP items and schema gate requirements to set the definition floor before planning. | jpicklyk/ | 207 | — | ~1.2k | Automated safety check: Pass | MIT | today |
| 21 | Review quality framework for the work-to-review transition gate. | jpicklyk/ | 207 | — | ~3.7k | Automated safety check: Pass | MIT | today |
| 22 | Internal, invoked from the orchestration context: drives a schema-typed MCP item through its gate-enforced phases, filling required notes. | jpicklyk/ | 207 | — | ~3.2k | Automated safety check: Pass | MIT | today |
| 23 | 23.Test Author Test authoring framework for items carrying the needs-test-author trait. | jpicklyk/ | 207 | — | ~8.2k | Automated safety check: Pass | MIT | today |
| 24 | Compatibility assessment for items with the needs-api-compat-review trait. | jpicklyk/ | 207 | — | ~636 | Automated safety check: Pass | MIT | today |
| 25 | SQLite migration assessment for items with the needs-migration-review trait. | jpicklyk/ | 207 | — | ~886 | Automated safety check: Pass | MIT | today |
| 26 | 26.Orchestrate Internal, invoked from the orchestration context: tier classification, delegation model table, and phase-owner dispatch rules for sizing and dispatching implementation work. | jpicklyk/ | 207 | — | ~2.6k | Automated safety check: Pass | MIT | today |
| 27 | 27.Perf Review Performance impact assessment for items with the needs-perf-review trait. | jpicklyk/ | 207 | — | ~731 | Automated safety check: Pass | MIT | today |
| 28 | Internal, hook-triggered: materializes MCP items from the approved plan and dispatches implementation. | jpicklyk/ | 207 | — | ~2k | Automated safety check: Pass | MIT | today |
Questions, answered from the data.
What is the best skill in jpicklyk/task-orchestrator?
Task Orchestrator Server Setup from jpicklyk/task-orchestrator ranks first of the 28 skills in jpicklyk/task-orchestrator listed here, with the highest score: its repository has 207 GitHub stars, its SKILL.md loads about 3.1k tokens and it passes the automated safety check with no findings. Next come Run Wave and Adopt Project Scope Migration.
Are the skills in jpicklyk/task-orchestrator official?
None yet. All 28 skills in jpicklyk/task-orchestrator listed here come from community repositories; a skill counts as official when the product's own GitHub organization publishes it.
How do I install all skills from jpicklyk/task-orchestrator?
Run npx skills add jpicklyk/task-orchestrator in your project: the open-source skills CLI installs the repository's skills into your coding agent's skills folder. To install a single skill, open its page here for the exact command.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.