Agent Skills
Text To Technical Roadmap
AIPOCH
Converts research text into a Mermaid technical roadmap flowchart. Use when the user provides research proposals, experiment designs, or scientific text and asks for a roadmap or flowchart.
3
0
FILES
85100Total Score
View Evaluation ReportCore Capability
84 / 100
Functional Suitability
11 / 12
Reliability
9 / 12
Performance & Context
7 / 8
Agent Usability
14 / 16
Human Usability
8 / 8
Security
11 / 12
Maintainability
8 / 12
Agent-Specific
16 / 20
Medical Task
20 / 20 Passed
90Converts research text into a Mermaid technical roadmap flowchart
4/4
86Converts research text into a Mermaid technical roadmap flowchart
4/4
84Converts research text into a Mermaid technical roadmap flowchart
4/4
84Documentation-first workflow with no packaged script requirement
4/4
84End-to-end case for Scope-focused workflow aligned to: Converts research text into a Mermaid technical roadmap flowchart. Use when the user provides research proposals, experiment designs, or scientific text and asks for a roadmap or flowchart
4/4
SKILL.md
Text to Technical Roadmap
When to Use
- Use this skill when the request matches its documented task boundary.
- Use it when the user can provide the required inputs and expects a structured deliverable.
- Prefer this skill for repeatable, checklist-driven execution rather than open-ended brainstorming.
Key Features
- Scope-focused workflow aligned to: Converts research text into a Mermaid technical roadmap flowchart. Use when the user provides research proposals, experiment designs, or scientific text and asks for a roadmap or flowchart.
- Documentation-first workflow with no packaged script requirement.
- Reference material available in
references/for task-specific guidance. - Structured execution path designed to keep outputs consistent and reviewable.
Dependencies
Python:3.10+. Repository baseline for current packaged skills.Third-party packages:not explicitly version-pinned in this skill package. Add pinned versions if this skill needs stricter environment control.
Example Usage
Skill directory: 20260316/scientific-skills/Others/text-to-technical-roadmap
No packaged executable script was detected.
Use the documented workflow in SKILL.md together with the references/assets in this folder.
Example run plan:
- Read the skill instructions and collect the required inputs.
- Follow the documented workflow exactly.
- Use packaged references/assets from this folder when the task needs templates or rules.
- Return a structured result tied to the requested deliverable.
Implementation Details
- Execution model: validate the request, choose the packaged workflow, and produce a bounded deliverable.
- Input controls: confirm the source files, scope limits, output format, and acceptance criteria before running any script.
- Primary implementation surface: instruction-only workflow in
SKILL.md. - Reference guidance:
references/contains supporting rules, prompts, or checklists. - Parameters to clarify first: input path, output path, scope filters, thresholds, and any domain-specific constraints.
- Output discipline: keep results reproducible, identify assumptions explicitly, and avoid undocumented side effects.
Description
This skill converts research text (proposals, experiment designs, etc.) into a professional Mermaid flowchart. It extracts key steps, identifies dependencies, and formats the output as a flowchart TD.
Instructions
-
Analyze the Input:
- Identify the core components: Background, Scientific Question, Objectives, Research Content, and Methodology.
- Break down the content into logical, sequential steps.
- Determine dependencies (causal, sequential, or parallel).
-
Generate Mermaid Code:
- Construct a Mermaid
flowchart TDdiagram. - Ensure all nodes represent clear research or analysis actions.
- Use professional, concise scientific terminology.
- Constraint: Output only the Mermaid code block. Do not add explanatory text outside the code block.
- Construct a Mermaid
-
Validation:
- Ensure the code is syntactically correct and renderable.
- Avoid unstable or complex Mermaid features.
References
- Prompt Guidelines - Detailed rules for content extraction and formatting.
When Not to Use
- Do not use this skill when the required source data, identifiers, files, or credentials are missing.
- Do not use this skill when the user asks for fabricated results, unsupported claims, or out-of-scope conclusions.
- Do not use this skill when a simpler direct answer is more appropriate than the documented workflow.
Required Inputs
- A clearly specified task goal aligned with the documented scope.
- All required files, identifiers, parameters, or environment variables before execution.
- Any domain constraints, formatting requirements, and expected output destination if applicable.
Recommended Workflow
- Validate the request against the skill boundary and confirm all required inputs are present.
- Select the documented execution path and prefer the simplest supported command or procedure.
- Produce the expected output using the documented file format, schema, or narrative structure.
- Run a final validation pass for completeness, consistency, and safety before returning the result.
Output Contract
- Return a structured deliverable that is directly usable without reformatting.
- If a file is produced, prefer a deterministic output name such as
text_to_technical_roadmap_result.mdunless the skill documentation defines a better convention. - Include a short validation summary describing what was checked, what assumptions were made, and any remaining limitations.
Validation and Safety Rules
- Validate required inputs before execution and stop early when mandatory fields or files are missing.
- Do not fabricate measurements, references, findings, or conclusions that are not supported by the provided source material.
- Emit a clear warning when credentials, privacy constraints, safety boundaries, or unsupported requests affect the result.
- Keep the output safe, reproducible, and within the documented scope at all times.
Failure Handling
- If validation fails, explain the exact missing field, file, or parameter and show the minimum fix required.
- If an external dependency or script fails, surface the command path, likely cause, and the next recovery step.
- If partial output is returned, label it clearly and identify which checks could not be completed.
Quick Validation
Run this minimal verification path before full execution when possible:
No local script validation step is required for this skill.
Expected output format:
Result file: text_to_technical_roadmap_result.md
Validation summary: PASS/FAIL with brief notes
Assumptions: explicit list if any