Individual skill
deepseek-chat
One-shot chat completion against DeepSeek's `deepseek-chat` model. Use for non-reasoning tasks such as summarization, extraction or quick classification. Reads DEEPSEEK_API_KEY; returns status:degraded when the key is missing or the API is unreachable.
plugins/ruflo-deepseek-harness/skills/deepseek-chat/SKILL.md
Source commit 722232566ad1fc4e73ba4fefc46d77d380ce61ba
What was checked
- 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 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)
- 81,199
- Repository last updated
- Nov 7, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- swarm Repository topic
- agentic-ai Repository topic
- agentic-framework Repository topic
- agentic-workflow Repository topic
- autonomous-agents Repository topic
- codex Repository topic
- mcp-server Repository topic
- multi-agent Repository topic
- ai-assistant Repository topic
- multi-agent-systems Repository topic
- engineering Derived category
Files and excerpt
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Read excerpt
Wraps DeepSeek's chat/completions endpoint in the same subprocess-invocation
shape as the other `ruflo-*-harness` skills (see ruflo-metaharness's
`harness-score` for the reference). No library import on ruflo's boot path.
## When to use
- You want a cheap, fast completion from a non-reasoning model.
- The task fits in a single request/response — no multi-turn context.
- You want the raw content back as JSON so downstream tooling can consume it.
- For reasoning-heavy tasks (proofs, multi-step planning, hard debugging),
use `deepseek-reason` instead — same plugin, different model.
## Data handling
