Individual skill
source-grounded-development
Use when implementation or review depends on current version-specific framework, SDK, protocol or platform behaviour and memory is unsafe. Detects exact local versions, verifies primary sources, tests applicability and marks unknowns. NOT a standalone cited memo (`research-ops`), NOT diagnosis of a reproduced failure (`debug`).
skills/source-grounded-development/SKILL.md
Source commit d9d6bb338f66cc1e23998585e580a0ea45bbcb82
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 6, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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Repository context
- Repository stars (not skill ratings)
- 562
- Repository last updated
- Nov 4, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- agent-skills Repository topic
- agentic-ai Repository topic
- ai-agents Repository topic
- ai-coding Repository topic
- claude-code Repository topic
- cli Repository topic
- cline Repository topic
- codex Repository topic
- coding-assistant Repository topic
- cursor Repository topic
- official-docs Declared skill tag
- primary-sources Declared skill tag
- version-detection Declared skill tag
- implementation Declared skill tag
- verification Declared skill tag
- docs Derived category
- research Derived category
Files and excerpt
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SKILL.mdcore · 6,321 bytesSKILL.mdcore · 6,321 bytesSKILL.mdcore · 6,321 bytesSKILL.mdcore · 6,321 bytesSKILL.mdcore · 6,321 bytesSKILL.mdcore · 6,321 bytesSKILL.mdcore · 6,321 bytesevals/README.mddoc · 351 bytesevals/cases.yamlasset · 3,346 bytes
Read excerpt
# source-grounded-development — make current facts part of the change
Use this when correctness depends on what a framework, SDK, API, standard or hosted platform **does now for the exact version in this repository**. The deliverable is still code, a review or an implementation decision; sources are the evidence behind it, not a separate essay.
This is narrower than `../research-ops/SKILL.md`: research-ops answers an open question with a cited memo. Here, the question exists because a concrete change cannot safely proceed from memory.
## The loop
```text
DETECT → QUESTION → SOURCE → APPLY → PROVE → REPORT
```
### 1. DETECT the actual version and environment
