feat: add /add-ollama skill for local model inference#712
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gavrielc merged 2 commits intoqwibitai:mainfrom Mar 4, 2026
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feat: add /add-ollama skill for local model inference#712gavrielc merged 2 commits intoqwibitai:mainfrom
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Adds a skill that integrates Ollama as an MCP server, allowing the container agent to offload tasks to local models (summarization, translation, general queries) while keeping Claude as orchestrator. Skill contents: - ollama-mcp-stdio.ts: stdio MCP server with ollama_list_models and ollama_generate tools - ollama-watch.sh: macOS notification watcher for Ollama activity - Modifications to index.ts (MCP config) and container-runner.ts (log surfacing) Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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Thanks @daniviber for contributing a great skill! 🙌 Renamed from |
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Thanks for accepting my PR ! Really like the project approach !
Le mer. 4 mars 2026, 22:48, gavrielc ***@***.***> a écrit :
… Merged #712 <#712> into main.
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* feat: add /add-ollama skill for local model inference Adds a skill that integrates Ollama as an MCP server, allowing the container agent to offload tasks to local models (summarization, translation, general queries) while keeping Claude as orchestrator. Skill contents: - ollama-mcp-stdio.ts: stdio MCP server with ollama_list_models and ollama_generate tools - ollama-watch.sh: macOS notification watcher for Ollama activity - Modifications to index.ts (MCP config) and container-runner.ts (log surfacing) Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * chore: rename skill from /add-ollama to /add-ollama-tool Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com> Co-authored-by: gavrielc <gabicohen22@yahoo.com>
jenskock
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* feat: add /add-ollama skill for local model inference Adds a skill that integrates Ollama as an MCP server, allowing the container agent to offload tasks to local models (summarization, translation, general queries) while keeping Claude as orchestrator. Skill contents: - ollama-mcp-stdio.ts: stdio MCP server with ollama_list_models and ollama_generate tools - ollama-watch.sh: macOS notification watcher for Ollama activity - Modifications to index.ts (MCP config) and container-runner.ts (log surfacing) Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * chore: rename skill from /add-ollama to /add-ollama-tool Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com> Co-authored-by: gavrielc <gabicohen22@yahoo.com>
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# [1.3.0](v1.2.0...v1.3.0) (2026-03-08) ### Bug Fixes * add-voice-transcription skill drops WhatsApp registerChannel call ([qwibitai#766](https://github.com/terrylica/nanoclaw/issues/766)) ([47ad2e6](47ad2e6)) * aggressive false positive prevention — 5-layer MiniMax pipeline, devil's advocate round, FP learning ([8bfa372](8bfa372)) * atomic claim prevents scheduled tasks from executing twice ([qwibitai#657](https://github.com/terrylica/nanoclaw/issues/657)) ([f794185](f794185)), closes [qwibitai#138](https://github.com/terrylica/nanoclaw/issues/138) [qwibitai#138](https://github.com/terrylica/nanoclaw/issues/138) [qwibitai#211](https://github.com/terrylica/nanoclaw/issues/211) [qwibitai#300](https://github.com/terrylica/nanoclaw/issues/300) [qwibitai#578](https://github.com/terrylica/nanoclaw/issues/578) [qwibitai#601](https://github.com/terrylica/nanoclaw/issues/601) [qwibitai#138](https://github.com/terrylica/nanoclaw/issues/138) [qwibitai#300](https://github.com/terrylica/nanoclaw/issues/300) [qwibitai#138](https://github.com/terrylica/nanoclaw/issues/138) * cc-skills now reads label strategy + content types; Claude JSON parsing hardened ([fd7fc7f](fd7fc7f)) * correct misleading send_message tool description for scheduled tasks ([qwibitai#729](https://github.com/terrylica/nanoclaw/issues/729)) ([ec0e42b](ec0e42b)) * **db:** add LIMIT to unbounded message history queries ([qwibitai#692](https://github.com/terrylica/nanoclaw/issues/692)) ([qwibitai#735](https://github.com/terrylica/nanoclaw/issues/735)) ([74b02c8](74b02c8)) * format src/index.ts to pass CI prettier check ([qwibitai#711](https://github.com/terrylica/nanoclaw/issues/711)) ([df2bac6](df2bac6)), closes [qwibitai#710](https://github.com/terrylica/nanoclaw/issues/710) * grant write permissions to CLAUDE.md maintenance claude -p call ([9ddb433](9ddb433)) * rename _chatJid to chatJid in onMessage callback ([1436186](1436186)) * use 'state' instead of 'stateReason' for gh compatibility on bigblack ([a4f2e92](a4f2e92)) * **whatsapp:** add error handling to messages.upsert handler ([qwibitai#695](https://github.com/terrylica/nanoclaw/issues/695)) ([5e3d8b6](5e3d8b6)) * **whatsapp:** write pairing code to file for immediate access ([qwibitai#745](https://github.com/terrylica/nanoclaw/issues/745)) ([be19911](be19911)) ### Features * add /add-ollama skill for local model inference ([qwibitai#712](https://github.com/terrylica/nanoclaw/issues/712)) ([298c3ea](298c3ea)) * add ast-grep rules for Python static analysis ([a548761](a548761)) * add mise deploy task for bigblack deployment ([c39a1f4](c39a1f4)) * add NDJSON telemetry logging for all Telegram messages ([7f64ea6](7f64ea6)) * add update_task tool and return task ID from schedule_task ([68123fd](68123fd)) * cc-skills integration — enhanced issue creation with taxonomy-aware labels, type-specific templates, and discovery provenance ([602e65d](602e65d)) * CLAUDE.md maintenance creates GitHub issues with full link to Telegram ([ba34620](ba34620)) * CLAUDE.md maintenance, devil's advocate fix, OpenGrep + proactive scanning ([ce66e88](ce66e88)) * confidence scoring, verification scripts, log rotation — 3 more FP prevention layers ([0ff2c3c](0ff2c3c)) * iterative MiniMax self-validation (3 adversarial rounds) ([fc05aff](fc05aff)) * Phase 0 — enable Telegram channel and Docker Compose deployment ([ebbf59c](ebbf59c)) * Phase 2 — MiniMax orchestrator loop for continuous validation ([17e90a3](17e90a3)) * proactive algo correctness scanning with full Telegram + GitHub issue reporting ([4b68c3e](4b68c3e)) * **skills:** add image vision skill for WhatsApp ([qwibitai#770](https://github.com/terrylica/nanoclaw/issues/770)) ([af937d6](af937d6)) * **skills:** add pdf-reader skill ([qwibitai#772](https://github.com/terrylica/nanoclaw/issues/772)) ([0b260ec](0b260ec)) * **skills:** add use-local-whisper skill package ([qwibitai#702](https://github.com/terrylica/nanoclaw/issues/702)) ([03f792b](03f792b)) * timezone-aware context injection for agent prompts ([qwibitai#691](https://github.com/terrylica/nanoclaw/issues/691)) ([632713b](632713b)), closes [qwibitai#483](https://github.com/terrylica/nanoclaw/issues/483) [qwibitai#483](https://github.com/terrylica/nanoclaw/issues/483) [qwibitai#526](https://github.com/terrylica/nanoclaw/issues/526) * whole-repo scanning instead of 3-file batches ([1ace951](1ace951)) * wire trace UUIDs into all Telegram notifications ([b48f0e9](b48f0e9))
ortalis97
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Mar 8, 2026
* feat: add /add-ollama skill for local model inference Adds a skill that integrates Ollama as an MCP server, allowing the container agent to offload tasks to local models (summarization, translation, general queries) while keeping Claude as orchestrator. Skill contents: - ollama-mcp-stdio.ts: stdio MCP server with ollama_list_models and ollama_generate tools - ollama-watch.sh: macOS notification watcher for Ollama activity - Modifications to index.ts (MCP config) and container-runner.ts (log surfacing) Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * chore: rename skill from /add-ollama to /add-ollama-tool Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com> Co-authored-by: gavrielc <gabicohen22@yahoo.com>
idgmatrix
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Mar 9, 2026
* feat: add /add-ollama skill for local model inference Adds a skill that integrates Ollama as an MCP server, allowing the container agent to offload tasks to local models (summarization, translation, general queries) while keeping Claude as orchestrator. Skill contents: - ollama-mcp-stdio.ts: stdio MCP server with ollama_list_models and ollama_generate tools - ollama-watch.sh: macOS notification watcher for Ollama activity - Modifications to index.ts (MCP config) and container-runner.ts (log surfacing) Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * chore: rename skill from /add-ollama to /add-ollama-tool Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com> Co-authored-by: gavrielc <gabicohen22@yahoo.com>
squarewings
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Mar 15, 2026
* feat: add /add-ollama skill for local model inference Adds a skill that integrates Ollama as an MCP server, allowing the container agent to offload tasks to local models (summarization, translation, general queries) while keeping Claude as orchestrator. Skill contents: - ollama-mcp-stdio.ts: stdio MCP server with ollama_list_models and ollama_generate tools - ollama-watch.sh: macOS notification watcher for Ollama activity - Modifications to index.ts (MCP config) and container-runner.ts (log surfacing) Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * chore: rename skill from /add-ollama to /add-ollama-tool Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com> Co-authored-by: gavrielc <gabicohen22@yahoo.com>
bogdano2
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Mar 17, 2026
* feat: add /add-ollama skill for local model inference Adds a skill that integrates Ollama as an MCP server, allowing the container agent to offload tasks to local models (summarization, translation, general queries) while keeping Claude as orchestrator. Skill contents: - ollama-mcp-stdio.ts: stdio MCP server with ollama_list_models and ollama_generate tools - ollama-watch.sh: macOS notification watcher for Ollama activity - Modifications to index.ts (MCP config) and container-runner.ts (log surfacing) Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * chore: rename skill from /add-ollama to /add-ollama-tool Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com> Co-authored-by: gavrielc <gabicohen22@yahoo.com>
onlyforart
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Mar 27, 2026
* feat: add /add-ollama skill for local model inference Adds a skill that integrates Ollama as an MCP server, allowing the container agent to offload tasks to local models (summarization, translation, general queries) while keeping Claude as orchestrator. Skill contents: - ollama-mcp-stdio.ts: stdio MCP server with ollama_list_models and ollama_generate tools - ollama-watch.sh: macOS notification watcher for Ollama activity - Modifications to index.ts (MCP config) and container-runner.ts (log surfacing) Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * chore: rename skill from /add-ollama to /add-ollama-tool Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com> Co-authored-by: gavrielc <gabicohen22@yahoo.com>
XiRoSe
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Apr 9, 2026
* feat: add /add-ollama skill for local model inference Adds a skill that integrates Ollama as an MCP server, allowing the container agent to offload tasks to local models (summarization, translation, general queries) while keeping Claude as orchestrator. Skill contents: - ollama-mcp-stdio.ts: stdio MCP server with ollama_list_models and ollama_generate tools - ollama-watch.sh: macOS notification watcher for Ollama activity - Modifications to index.ts (MCP config) and container-runner.ts (log surfacing) Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * chore: rename skill from /add-ollama to /add-ollama-tool Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com> Co-authored-by: gavrielc <gabicohen22@yahoo.com>
dm-j
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Apr 13, 2026
* feat: add /add-ollama skill for local model inference Adds a skill that integrates Ollama as an MCP server, allowing the container agent to offload tasks to local models (summarization, translation, general queries) while keeping Claude as orchestrator. Skill contents: - ollama-mcp-stdio.ts: stdio MCP server with ollama_list_models and ollama_generate tools - ollama-watch.sh: macOS notification watcher for Ollama activity - Modifications to index.ts (MCP config) and container-runner.ts (log surfacing) Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * chore: rename skill from /add-ollama to /add-ollama-tool Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com> Co-authored-by: gavrielc <gabicohen22@yahoo.com>
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Summary
Adds an
/add-ollamaskill that integrates local Ollama models as MCP tools for the container agent. Claude stays as orchestrator but can offload cheaper/faster tasks (summarization, translation, general queries) to local models.Skill contents
ollama-mcp-stdio.ts— stdio MCP server with two tools:ollama_list_models: lists installed Ollama modelsollama_generate: sends a prompt to a specified model, returns response with timing metadataollama-watch.sh— macOS notification watcher for Ollama activityindex.ts(MCP server config + allowedTools) andcontainer-runner.ts([OLLAMA]log surfacing at info level)Usage
Then ask the agent: "use ollama to summarize: ..."
Test plan
/add-ollamaon a fresh NanoClaw installollama_list_modelsreturns installed modelsollama_generateproduces responsesscripts/ollama-watch.shshows macOS notificationsnpx tsx scripts/apply-skill.ts🤖 Generated with Claude Code