4 ms·

Thanks for the excellent references! We actually just added a SKILL.md following the agentskills.io spec based on your suggestion — it's live now: https://githu

by spranab 7mo ago

Thanks for the excellent references! We actually just added a SKILL.md following the agentskills.io spec based on your suggestion — it's live now: https://github.com/spranab/saga-mcp/blob/master/.skills/saga-tracker/SKILL.md https://github.com/spranab/saga-mcp/blob/master/.skills/saga... Great point about sqlite-utils FTS. Saga already has full-text search via tracker_search across all entities (projects, epics, tasks, notes), but we're using basic LIKE queries — proper SQLite FTS5 indexes would be a meaningful upgrade for larger projects. Adding it to the roadmap. The bugwarrior/syncall direction is interesting too. A github_sync tool that pulls issues into Saga's local tracker (and optionally pushes status back) would close the loop between local agent planning and team-visible issue trackers. Definitely something worth exploring. Re: SWE-bench agents and issue tracking — most SWE-bench agents read the issue description as input but don't write back to GitHub. Having a local structured tracker that an agent can read/write freely (without API rate limits or auth concerns) is exactly the gap Saga fills.

spranab 7mo ago
[dead]
westurner 7mo ago
Np. Still learning about how to reference agentskills from my coding LLM here. Haven't yet worked with MCP or A2A much. I should port instruction prompts from each project's AGENTS.md to reusable skills in .claude/skills/skillname/SKILL.md ; so that I can reference "/skillname" in a prompt to reuse that prompt text. Copilot looks for agent skills in .claude/skills/, .github/skills/, or .agents/skills/ . FWIU there are package managers for agent skills? PAKS: https://github.com/stakpak/paks https://github.com/stakpak/paks vercel-labs/skills: https://github.com/vercel-labs/skills https://github.com/vercel-labs/skills : export DISABLE_TELEMETRY=1 npx skills add vercel-labs/agent-skills https://skills.sh/docs/cli https://skills.sh/docs/cli A reproducibility, traceability, and auditability concern: How to show the text of the exact version of the skill referenced in each input prompt in each chat log? GH copilot's JSON export format is a fairly complete trace compared to e.g. Gemini Chat. . ElasticSearch (Java) and Meilisearch (Rust) do at least porter stemming before indexing. MeiliSearch can be used as a vector database for langchain. meilisearch/meilisearch: https://github.com/meilisearch/meilisearch https://github.com/meilisearch/meilisearch : Meilisearch docs > langchain guide > Performing Similarity Search: https://www.meilisearch.com/docs/guides/langchain#performing-similarity-search https://www.meilisearch.com/docs/guides/langchain#performing... from langchain.vectorstores import Meilisearch from langchain.embeddings.openai import OpenAIEmbeddings meilisearch/meilisearch-mcp : https://github.com/meilisearch/meilisearch-mcp https://github.com/meilisearch/meilisearch-mcp openobserve/openobserve : https://github.com/openobserve/openobserve https://github.com/openobserve/openobserve : > OpenObserve is an open-source observability platform for logs, metrics, traces, and frontend monitoring. A cost-effective alternative to Datadog, Splunk, and Elasticsearch with 140x lower storage costs and single binary deployment. with SQL in Rust OpenObserve (AGPL) docs > MCP: https://openobserve.ai/docs/integration/mcp/ https://openobserve.ai/docs/integration/mcp/ : > This capability is supported in the Enterprise edition of OpenObserve https://github.com/openobserve/openobserve/issues/6804 https://github.com/openobserve/openobserve/issues/6804 openobserve docs > Comparison with Alternatives > How does OpenObserve compare to Elasticsearch: https://openobserve.ai/docs/overview/comparison/ https://openobserve.ai/docs/overview/comparison/ meilisearch blog > "What is GraphRAG: Complete guide [2026]" https://www.meilisearch.com/blog/graph-rag https://www.meilisearch.com/blog/graph-rag : > How is GraphRAG different from baseline RAG? > GraphRAG represents one of the different types of RAG, and its retrieval process differs from baseline RAG. > Baseline RAG is vector search-based, while GraphRAG uses structured relationships to get the end result. GraphRAG can still use vector and full-text search, but relationships drive what gets retrieved. /? graphrag sqlite fts : https://www.google.com/search?q=graphrag+sqlite+fts https://www.google.com/search?q=graphrag+sqlite+fts
- westurner 7mo ago
  anthropics/skills/./skills/skill-creator/SKILL.md: https://github.com/anthropics/skills/blob/main/skills/skill-creator/SKILL.md https://github.com/anthropics/skills/blob/main/skills/skill-... npx skills add anthropics/skills
  - spranab 7mo ago
    [dead]
    - westurner 7mo ago
      np. .claude/skills/ is the original path for agentskills. Anthropic Claude created and has open spec'd https://agentskills.io https://agentskills.io. Is .agents/skills/ less tool-specific? The skill.sh README lists a number of agent skills paths that their tool supports, but the agentskills.io specification doesn't say? https://github.com/vercel-labs/skill#skill-discovery https://github.com/vercel-labs/skill#skill-discovery It would be better for the spec to specify universal homedir-relative and repo-root-relative paths.

by spranab 7mo ago

spranab 7mo ago

[dead]

westurner 7mo ago

Np. Still learning about how to reference agentskills from my coding LLM here. Haven't yet worked with MCP or A2A much. I should port instruction prompts from each project's AGENTS.md to reusable skills in .claude/skills/skillname/SKILL.md ; so that I can reference "/skillname" in a prompt to reuse that prompt text. Copilot looks for agent skills in .claude/skills/, .github/skills/, or .agents/skills/ . FWIU there are package managers for agent skills? PAKS: https://github.com/stakpak/paks https://github.com/stakpak/paks vercel-labs/skills: https://github.com/vercel-labs/skills https://github.com/vercel-labs/skills : export DISABLE_TELEMETRY=1 npx skills add vercel-labs/agent-skills https://skills.sh/docs/cli https://skills.sh/docs/cli A reproducibility, traceability, and auditability concern: How to show the text of the exact version of the skill referenced in each input prompt in each chat log? GH copilot's JSON export format is a fairly complete trace compared to e.g. Gemini Chat. . ElasticSearch (Java) and Meilisearch (Rust) do at least porter stemming before indexing. MeiliSearch can be used as a vector database for langchain. meilisearch/meilisearch: https://github.com/meilisearch/meilisearch https://github.com/meilisearch/meilisearch : Meilisearch docs > langchain guide > Performing Similarity Search: https://www.meilisearch.com/docs/guides/langchain#performing-similarity-search https://www.meilisearch.com/docs/guides/langchain#performing... from langchain.vectorstores import Meilisearch from langchain.embeddings.openai import OpenAIEmbeddings meilisearch/meilisearch-mcp : https://github.com/meilisearch/meilisearch-mcp https://github.com/meilisearch/meilisearch-mcp openobserve/openobserve : https://github.com/openobserve/openobserve https://github.com/openobserve/openobserve : > OpenObserve is an open-source observability platform for logs, metrics, traces, and frontend monitoring. A cost-effective alternative to Datadog, Splunk, and Elasticsearch with 140x lower storage costs and single binary deployment. with SQL in Rust OpenObserve (AGPL) docs > MCP: https://openobserve.ai/docs/integration/mcp/ https://openobserve.ai/docs/integration/mcp/ : > This capability is supported in the Enterprise edition of OpenObserve https://github.com/openobserve/openobserve/issues/6804 https://github.com/openobserve/openobserve/issues/6804 openobserve docs > Comparison with Alternatives > How does OpenObserve compare to Elasticsearch: https://openobserve.ai/docs/overview/comparison/ https://openobserve.ai/docs/overview/comparison/ meilisearch blog > "What is GraphRAG: Complete guide [2026]" https://www.meilisearch.com/blog/graph-rag https://www.meilisearch.com/blog/graph-rag : > How is GraphRAG different from baseline RAG? > GraphRAG represents one of the different types of RAG, and its retrieval process differs from baseline RAG. > Baseline RAG is vector search-based, while GraphRAG uses structured relationships to get the end result. GraphRAG can still use vector and full-text search, but relationships drive what gets retrieved. /? graphrag sqlite fts : https://www.google.com/search?q=graphrag+sqlite+fts https://www.google.com/search?q=graphrag+sqlite+fts

westurner 7mo ago
anthropics/skills/./skills/skill-creator/SKILL.md: https://github.com/anthropics/skills/blob/main/skills/skill-creator/SKILL.md https://github.com/anthropics/skills/blob/main/skills/skill-... npx skills add anthropics/skills
- spranab 7mo ago
  [dead]
  - westurner 7mo ago
    np. .claude/skills/ is the original path for agentskills. Anthropic Claude created and has open spec'd https://agentskills.io https://agentskills.io. Is .agents/skills/ less tool-specific? The skill.sh README lists a number of agent skills paths that their tool supports, but the agentskills.io specification doesn't say? https://github.com/vercel-labs/skill#skill-discovery https://github.com/vercel-labs/skill#skill-discovery It would be better for the spec to specify universal homedir-relative and repo-root-relative paths.