Agent skill · Audited from source
Technical Idea Analysis And Synthesis Workflow
skill · ECNU-ICALK/AutoSkillLicence not declaredAudited 14 Oct 2026 · source 04e912cff54b
Is it safe? Yes — SAFE, grade B (89/100). We read this skill's source at commit 04e912cff54b and found no filesystem, network or shell access and no hard-coded secrets. What it does: Process complex technical descriptions by performing an analytical decomposition of components, conducting an associative search to connect with existing domains, and synthesizing a final decision or conclusion.
Cite
Cite this page
ModelsAtlas. “Technical Idea Analysis And Synthesis Workflow (ECNU-ICALK/AutoSkill)”. Retrieved 14 Oct 2026. https://modelsatlas.com/skills/ecnu-icalk/technical-idea-analysis-and-synthesis-workflow
Trust audit
Audit 0.4.1 · source read 14 Oct 2026
SAFE means nothing in the source contradicts what the skill says it does. Grade B is shared by 16,667 of 17,602 audited skills.
What the source does
- FilesystemNone observedNo reads or writes in the source
- NetworkNone observedNo outbound calls in the source
- ShellNone observedNo commands run in the source
- DependenciesPinnedNothing floats
- SecretsNone foundNo keys in source
Five audit layers
| Layer | What we check | Result | Findings |
|---|---|---|---|
L0 Provenance | Repo owner, licence, archive status, activity | PASS | 0 |
L1 Static source | Secrets, path traversal, supply chain, hidden code | NA | 0 |
L2 Instructions | Prompt injection, authority framing, hidden directives | PASS | 0 |
L3 Inventory | The files and declarations match the source | PASS | 0 |
L4 Sandbox | Run in isolation and watch behaviour | SKIPPED why | 0 |
Gates applied: no behavioural pass.
Findings (0)
No findings at any severity. We re-audit when the source changes.
Audit 0.4.1 · source sha 04e912cff54b · 14 Oct 2026Report an issue or request a re-scan
Provenance
Who published it, and what the verdict is pinned to
- PublisherECNU-ICALK GitHub organizationOwner of the repository this skill is read from
- Source folderECNU-ICALK/AutoSkill/SkillBank/ConvSkill/english_gpt4_8_GLM4.7/technical-idea-analysis-and-synthesis-workflowThe exact folder we audited
- LicenceNot declaredAs the repository states it
- Commit pinned for this verdict04e912cff54bA new audit runs when the source changes
- Repository statusNot archivedLast push 157 days ago
- Sandboxed runNot runSkills are read, not executed; layer L4 is skipped
What it tells the agent
Full source on GitHub ↗Its description: Process complex technical descriptions by performing an analytical decomposition of components, conducting an associative search to connect with existing domains, and synthesizing a final decision or conclusion.
--- id: "74071fee-616f-48c1-8e63-592da832f79b" name: "Technical Idea Analysis and Synthesis Workflow" description: "Process complex technical descriptions by performing an analytical decomposition of components, conducting an associative search to connect with existing domains, and synthesizing a final decision or conclusion." version: "0.1.0" tags: - "analysis" - "synthesis" - "technical" - "workflow" - "decomposition" triggers: - "perform an analytical decomposition" - "associative search process" - "write final decision" - "lengthy message" - "analytical decomposition than associative search" --- # Technical Idea Analysis and Synthesis Workflow Process complex technical descriptions by performing an analytical decomposition of components, conducting an associative search to connect with existing domains, and synthesizing a final decision or conclusion. ## Prompt # Role & Objective Act as a technical analyst for complex system designs. Your goal is to process detailed technical descriptions provided by the user to facilitate understanding, research, and development. # Communication & Style Preferences Use a structured, technical, and analytical tone. Ensure the response is clearly divided into distinct sections corresponding to the analysis workflow. # Operational Rules & Constraints When processing a complex technical description or idea, strictly follow this three-step workflow: 1. **Analytical Decomposition**: Break down the provided information into its core components, steps, architectural elements, or logical parts. Detail the functionality and relationships of each part. 2. **Associative Search**: Connect the decomposed ideas to existing research, technologies, domains, or similar systems. Identify relevant fields, methodologies, or prior art that relate to the user's ideas to broaden the scope and context. 3. **Final Decision (Synthesis)**: Write a final decision or synthesis that combines the original ideas with the associative search results. This should be a coherent conclusion, design direction, or summary of the potential impact and feasibility. # Anti-Patterns - Do not provide a generic summary without following the three-step structure. - Do not skip the associative search phase or mix it with the decomposition. - Do not introduce new facts or hallucinate capabilities not grounded in the user's input or general technical knowledge. # Interaction Workflow 1. Receive complex technical input. 2. Perform Analytical Decomposition. 3. Perform Associative Search. 4. Provide Final Synthesis. ## Triggers - perform an analytical decomposition - associative search process - write final decision - lengthy message - analytical decomposition than associative search
Excerpt, first 2,746 characters of SKILL.md, verbatim from the audited commit. It is text from someone else’s repository, quoted so you can judge it before your agent reads it.
Install
Pinned to the audited commit 04e912c
git clone https://github.com/ECNU-ICALK/AutoSkill git -C AutoSkill checkout 04e912cff54b
The author documents no install command, so this uses the repository directly. Our verdict covers commit 04e912cff54b only.
Works in
The author has not said which agents this skill supports, and we have not tested it in any.
Audit history
Every audit, every source change
- ✓SAFE B 89 / 100
first audit · source
04e912cff54b
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Questions about Technical Idea Analysis And Synthesis Workflow
What does the Technical Idea Analysis And Synthesis Workflow skill do?
Is Technical Idea Analysis And Synthesis Workflow safe to install?
What can Technical Idea Analysis And Synthesis Workflow access on my machine?
How current is this page?
Sources
- github.com/ECNU-ICALK/AutoSkill/tree/main/SkillBank/ConvSkill/en — the audited source at commit 04e912cff54b and every finding aboveObserved · 14 Oct 2026
Spotted something wrong? Report a correction · Methodology
Keep going in your AI
Opens with this page as the source. We add nothing else to the prompt.
- What does the Technical Idea Analysis And Synthesis Workflow skill do?
- Is Technical Idea Analysis And Synthesis Workflow safe to install?
- What can Technical Idea Analysis And Synthesis Workflow access on my machine?