mcpbeat Sign in

Agent Taskboard Manifest Agent Skill

> It is a specification for semantic workflows used by agents to plan, generate, formalize, summarize, and execute complex tasks, projects, experiments,and research efforts for agents, requiring explicit structure, lazy loading,scoped context, evidence-grounded routing, and human review at critical checkpoints. USE WHEN the user asks for a complex task, project, experiment, or research effort that needs to be carefully planned before execution USE WHEN the user provides a text-based plan and wants it to be made more detailed and formalized according to this specification. USE WHEN the user asks to summarize ongoing or completed work into a reusable workflow manifest. USE WHEN the user specifies the location of an existing agent workflow and wants it loaded and executed according to the specification.

8k tokens
context cost
the whole folder, loaded on every use
5
files
instructions only
0
copies elsewhere
how many repositories repackaged it
118
stars on the repo
on the repository, not the skill itself

Install

one command, takes just this skill from the repository
npx skills add https://github.com/jinzhezenggroup/computational-chemistry-agent-skills --skill agent-taskboard-manifest

What comes with it

25 786 bytes besides the instruction
reference/design_guidelines.md
reference/execution_guidelines.md
reference/plan_communication_guidelines.md
reference/syntax_and_semantics.md

The instruction itself

5 sections, as written by the author

Agent Workflow Specification (AgentTaskboardManifest)

Execution Procedure

It is mandatory for the Agent to read ./reference/syntax_and_semantics.md as the definitive source of truth prior to evaluating task routes, interpreting user intent, or generating any workflow artifacts.

After establishing this foundation, the Agent must determine the applicable execution route and strictly execute the corresponding standard operating procedures:

Route 1: Planning / Generation

*Applies when building a new workflow from scratch collaboratively.*

  • Core Planning Constraints:
  • No Execution Allowed: The planning phase is strictly for structural modeling. Executing operations, running commands, or validating the environment is strictly prohibited (these actions belong exclusively to the execution phase).
  • Skill Priority: When formulating strategies, always prioritize solutions supported by existing Agent Skills over custom script generation or manual tool creation.
  • Mandatory Reading: ./reference/plan_communication_guidelines.md.
  • Mandatory Reading: ./reference/design_guidelines.md.
  • Initial Alignment & Baseline: Engage with the user to outline the strictly macro-level structure. Produce the minimum baseline deliverables (-workflow.yaml and !entry.task.yaml). Do not delve into any execution details, concrete parameters, or deep sub-tasks at this stage. Report the preliminary architecture to the user and wait for the user's confirmation.
  • Iterative Refinement: Progressively expand the workflow details and deep-level tasks through continuous user consultation. You must discuss and design only ONE specific sub-task at a time. Unfolding or generating the entire detailed workflow tree simultaneously is strictly prohibited. Strictly adhere to syntax and design constraints. Arbitrary fabrication of steps or dependencies is strictly prohibited.

Route 2: Formalization / Summarization

*Applies when converting a text plan into a manifest, or abstracting completed work into a reusable workflow.*

  • Mandatory Reading: ./reference/design_guidelines.md.
  • Context Processing & Abstraction:
  • *For text-based plans:* Logically expand the provided details. Proactively query the user regarding any ambiguous logic, missing constraints, or edge cases. Use unknown for unverified parameters.
  • *For summarizing executed work:* Extract and abstract hardcoded values into reusable variables. Separate run-specific instances from universal logic to ensure the resulting workflow is highly extensible, not a one-off script.
  • Finalization: Output the complete workflow strictly adhering to the syntax constraints. Generating unsupported operations or assuming user intent without confirmation is strictly prohibited.

Route 3: Loading & Execution

*Applies when directed to execute an existing workflow.*

  • Pre-flight Check: Verify that the target workflow directory exists and is accessible. Read the -workflow.yaml to confirm its applicability and prerequisites against the current environment.
  • Mandatory Reading: ./reference/execution_guidelines.md.
  • Strict Execution: Dynamically load tasks step-by-step, strictly starting from !entry.task.yaml. The Agent must rigidly follow the defined sequence, evaluate routing conditions based entirely on runtime evidence, and respect all defined human-in-the-loop breakpoints. Deviating from or hallucinating beyond the defined workflow path is strictly prohibited.

Other skills for the same job

different authors, same section of the catalogue
Skill Creator
by anthropics
vendor ×10

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.

56k tokens scripts
Skill Creator
by vercel-labs
vendor ×10

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

12k tokens scripts
Skill Creator
by JayZeeDesign
×9

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workflows, or tool integrations.

10k tokens scripts
Template Skill
by JayZeeDesign
×7

Replace with description of the skill and when Claude should use it.

35 tokens
Dispatching Parallel Agents
by ZhanlinCui
×5

Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies

2k tokens
Skill Development
by anthropics
vendor ×4

This skill should be used when the user wants to "create a skill", "add a skill to plugin", "write a new skill", "improve skill description", "organize skill content", or needs guidance on skill structure, progressive disclosure, or skill development best practices for Claude Code plugins.

9k tokens
Find Skills
by sanity-io
vendor ×4

Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.

1k tokens
Writing Skills
by ZhanlinCui
×4

Use when creating new skills, editing existing skills, or verifying skills work before deployment

26k tokens scripts

How to use it

Copy the folder

Take jinzhezenggroup/agent-taskboard-manifest from the repository into ~/.claude/skills for personal use, or into .claude/skills inside a project.

Check the name does not clash

The agent identifies a skill by the name field in its header. Two skills with the same name cannot sit side by side — one of them will be ignored.