Individual skill
ce-explain
Explain how and why something has its current shape, or what happened over a window of work, grounded in evidence. Use when the user asks for an explanation. Use ce-pov for a judgment or recommendation.
skills/ce-explain/SKILL.md
Source commit 3449230705a508229a5a298671e9031e489f0278
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- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 2, 2026
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Repository context
- Repository stars (not skill ratings)
- 25,967
- Repository last updated
- Nov 7, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- compound Repository topic
- engineering Repository topic
- engineering Derived category
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SKILL.mdcore · 8,576 bytesSKILL.mdcore · 8,576 bytesSKILL.mdcore · 8,576 bytesSKILL.mdcore · 8,576 bytesreferences/agents/behavior-trace-scout.mddoc · 1,048 bytesreferences/agents/work-recap-scout.mddoc · 2,166 bytesreferences/check-in.mddoc · 1,973 bytesreferences/destinations.mddoc · 1,629 bytesreferences/explainer-html.mddoc · 3,374 bytesreferences/explainer-markdown.mddoc · 2,075 bytesreferences/intake.mddoc · 6,043 bytesreferences/orchestration.mddoc · 6,093 bytesreferences/publishing.mddoc · 2,834 bytes
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# Explain How and Why
Produce an explanation that answers the scoped question and gives its consumer enough understanding for the intended use. The subject and purpose come from the request and available context, whether a person or another workflow supplied them. Ground project behavior in source evidence; distinguish documented rationale, inference, and unknowns.
**Done:** deliver the explanation with supporting evidence and material unanswered questions, or return the specific blocker. When an artifact is requested, deliver the artifact and its location. Publication is a separate action, not a condition of having explained the subject.
## Consumer and interaction
Adapt depth and presentation to the intended readers and use. A person may need a working answer; a calling agent may need a teaching artifact for someone else. Do not infer the output from the caller's identity alone. When contributing to an ongoing workflow, deliver the requested result and leave continuation to its owner, the calling workflow. Do not add destination menus or follow-up offers to that return.
Resolve discoverable facts before asking. Ask only when missing information materially changes the answer and cannot be resolved from the request or evidence. If interaction is unavailable, return the unresolved question and its consequence rather than waiting or inventing an answer. A result may explain verified behavior while reporting that its historical rationale is unknown.
**Read `references/orchestration.md` before grounding, the first blocking question, or subagent dispatch.** It defines evidence gathering, tool use, model tiers, and their fallbacks.