plurigrid/asi/amp-continue-thread-based-conversation-continuation-with-gf-3-branching

# Export threads to markdown
amp continue export \
  --threads "T-019b5df7..." "T-019b5df0..." \
  --output threads.md \
  --max-depth 3
 
# Fork to multiple parallel skills
amp continue fork \
  --thread "T-019b5df7-50e8-744e-a95a-eb8d3fd72927" \
  --decision +1 \
  --skills "skill-maker" "chromatic-walk" "cq-ai" \
  --parallel 8
 
# Filter thread with selector
amp continue filter \
  --thread "T-019b5da5-ee78-7113-b839-5c066cc98d4a" \
  --decision -1 \
  --selector "messages.length > 10" \
  --target-skill "summarize"
 
# Continue linearly to next skill
amp continue next \
  --thread "T-019b5ddc-ea96-72ff-b26a-270b7e4527a1" \
  --decision 0 \
  --skill "load-sicp"

;; Export threads to markdown
(amp/export {:threads [thread-ids]
             :format :markdown
             :include-metadata true
             :include-messages true})
 
;; Fork continuation across skills
(amp/continue {:thread-id thread-id
               :decision :plus   ; or :minus, :zero
               :skills [skill-names]
               :parallel true})
 
;; Classify thread continuation strategy
(amp-continue/classify {:thread-id "T-..."
                        :heuristic :message-count}) ; or :complexity, :entropy

{
  "name": "amp_continue",
  "description": "Export AMP threads and fork classified continuation",
  "resources": [
    {"uri": "amp://threads", "name": "All threads", "type": "read"},
    {"uri": "amp://continuations", "name": "Active continuations", "type": "read"}
  ]
}