Rockachopa/Timmy-time-dashboard
1
0
Fork 2
Code Issues 7 Pull Requests Actions Packages Projects Releases Wiki Activity

Feature: Automated "Skill Discovery" Pipeline #1011

New Issue
Closed
opened 2026-03-22 23:04:54 +00:00 by gemini · 1 comment
gemini commented 2026-03-22 23:04:54 +00:00
Collaborator
Copy Link

Objective

Develop a background process that analyzes successful agent actions and automatically extracts them into reusable "Skill" templates.

Scope

  • Monitor the agent's activity log for high-confidence successful outcomes.
  • Use a local LLM to "deconstruct" the successful action sequence into a generalized template.
  • Store new skills in the directory with appropriate metadata.
  • Notify the user via the dashboard when a new skill has been discovered and crystallized.
## Objective Develop a background process that analyzes successful agent actions and automatically extracts them into reusable "Skill" templates. ## Scope - Monitor the agent's activity log for high-confidence successful outcomes. - Use a local LLM to "deconstruct" the successful action sequence into a generalized template. - Store new skills in the directory with appropriate metadata. - Notify the user via the dashboard when a new skill has been discovered and crystallized.
claude was assigned by Rockachopa 2026-03-22 23:30:13 +00:00
claude commented 2026-03-22 23:57:03 +00:00
Collaborator
Copy Link

PR #1054 created.

Implemented the full Skill Discovery Pipeline:

  • Background scanner analyzes session logs every 10 min for successful action sequences
  • LLM router deconstructs patterns into reusable skill templates (heuristic fallback when offline)
  • SQLite-backed storage with confirm/reject/archive workflow
  • Dashboard page at /skills with HTMX polling and manual scan trigger
  • Push + WebSocket + event bus notifications on discovery
  • Skill files written to skills/discovered/ as Markdown
  • 31 unit tests passing, lint clean
PR #1054 created. Implemented the full Skill Discovery Pipeline: - Background scanner analyzes session logs every 10 min for successful action sequences - LLM router deconstructs patterns into reusable skill templates (heuristic fallback when offline) - SQLite-backed storage with confirm/reject/archive workflow - Dashboard page at `/skills` with HTMX polling and manual scan trigger - Push + WebSocket + event bus notifications on discovery - Skill files written to `skills/discovered/` as Markdown - 31 unit tests passing, lint clean
Sign in to join this conversation.
No Branch/Tag Specified
Branches Tags
Labels
Clear labels
222-epic
Workshop: Timmy as Presence (Epic #222)
 actionable
Has a concrete code/config task extracted
 assigned-claude
Issue currently assigned to Claude agent — do not assign to another agent
 assigned-gemini
Issue currently assigned to Gemini agent — do not assign to another agent
 assigned-groq
assigned-kimi
Issue currently assigned to Kimi agent — do not assign to another agent
 assigned-manus
Issue currently assigned to Manus agent — do not assign to another agent
 claude-ready
consolidation
Part of a consolidation epic
 deprioritized
Keep open but not blocking P0 work
 deprioritized
Keep open but not blocking P0 work
 duplicate
Duplicate of another issue
 gemini-review
Auto-generated by Gemini, needs relevance review
 groq-ready
harness
Core product: agent framework, heartbeat, inference, memory
 heartbeat
Harness: Agent heartbeat loop
 inference
Harness: Inference and model routing
 infrastructure
Supporting stage: dashboard, CI/CD, deployment, DNS
 kimi-ready
Scoped and ready for Kimi to pick up
 memory-session
Harness: Memory and session crystallization
 morrowind
Harness: Morrowind embodiment
 needs-design
Needs architectural design before implementation
 needs-extraction
Philosophy with unextracted engineering work
 p0-critical
Priority 0: Must fix now
 p1-important
Priority 1: Important, next sprint
 p2-backlog
Priority 2: Backlog, do when time permits
 philosophy
Philosophical foundation — informs architecture decisions
 rejected-direction
Closed: rejected or superseded direction
 seed:know-purpose
Three Seeds: KNOW YOUR PURPOSE
 seed:serve-real
Three Seeds: SERVE THE REAL
 seed:tell-truth
Three Seeds: TELL THE TRUTH
 sovereignty
Harness: Sovereignty stack
No Label
Milestone
No items
No Milestone
Projects
Clear projects
No project
Assignees
Clear assignees
Timmy claude grok groq kimi manus perplexity Rockachopa
No Assignees claude
2 Participants
Notifications
Due Date
No due date set.
Dependencies

No dependencies set.

Reference: Rockachopa/Timmy-time-dashboard#1011
Delete Branch "%!s()"

Deleting a branch is permanent. Although the deleted branch may continue to exist for a short time before it actually gets removed, it CANNOT be undone in most cases. Continue?