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Add sequentialthinking
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‎docs/content/tools/docs/running_containers.md‎

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# parameters
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* volumes (list of strings) supports interpolation optional
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* command (list of strings) supports interpolation optional
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* workdir (string) supports interpolation optional
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* stdin (keys content, file) supports interpolation optional
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* entrypoint (string) does NOT suport interpolation optional
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* image (string) does not support interpolation mandatory
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* volumes (list of strings) supports interpolation optional
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* entrypoint (list of strings) supports interpolation optional
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* command (list of strings) supports interpolation optional
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* workdir (string) supports interpolation optional
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* stdin (keys content, file) supports interpolation optional
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* environment (map) does NOT support interpolation optional
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* image (string) does not support interpolation mandatory
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# interpolation
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‎functions/sequentialthinking/init.clj‎

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(ns init
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(:require
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[clojure.spec.alpha :as s]))
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;; validate initial thought
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;; read in previous thought history
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;; read in branches which are maps of named thought collections
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;;
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;; return text message with current thought
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;;
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(s/def ::thought string?)
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(s/def ::thoughtNumber number?)
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(s/def ::totalThoughts number?)
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(s/def ::nextThoughtNeeded boolean?)
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(s/def ::thought-data (s/keys :req-un [::thought ::thoughtNumber ::totalThoughts ::nextThoughtNeeded]))

‎prompts/catalog.yaml‎

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name: curl
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prompts: 2
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resources: {}
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sequentialthinking:
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description: provides a tool for dynamic and reflective problem-solving through a structured thinking process
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ref: github:docker/labs-ai-tools-for-devs?ref=main&path=prompts/examples/sequentialthinking.md
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icon: https://2.gravatar.com/userimage/39790510/4918b92358fde20da56c0ec8e5ac7a23?size=256
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tools:
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- type: function
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function:
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name: sequentialthinking
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stripe:
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description: Provides a tool to interact with Stripe services over the Stripe API.
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ref: github:docker/labs-ai-tools-for-devs?path=prompts/mcp/stripe.md
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icon: https://cdn.jsdelivr.net/npm/simple-icons@v7/icons/slack.svg
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secrets:
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- name: slack.team_id
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redis:
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description: interact with Slack Workspaces
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ref: github:docker/labs-ai-tools-for-devs?path=prompts/mcp/slack.md
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icon: https://cdn.jsdelivr.net/npm/simple-icons@v7/icons/redis.svg
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secrets:
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- name: redis.url
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‎prompts/examples/sequentialthinking.md‎

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---
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tools:
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- name: sequentialthinking
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description: |
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A detailed tool for dynamic and reflective problem-solving through thoughts.
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This tool helps analyze problems through a flexible thinking process that can adapt and evolve.
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Each thought can build on, question, or revise previous insights as understanding deepens.
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When to use this tool:
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- Breaking down complex problems into steps
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- Planning and design with room for revision
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- Analysis that might need course correction
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- Problems where the full scope might not be clear initially
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- Problems that require a multi-step solution
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- Tasks that need to maintain context over multiple steps
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- Situations where irrelevant information needs to be filtered out
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Key features:
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- You can adjust total_thoughts up or down as you progress
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- You can question or revise previous thoughts
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- You can add more thoughts even after reaching what seemed like the end
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- You can express uncertainty and explore alternative approaches
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- Not every thought needs to build linearly - you can branch or backtrack
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- Generates a solution hypothesis
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- Verifies the hypothesis based on the Chain of Thought steps
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- Repeats the process until satisfied
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- Provides a correct answer
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Parameters explained:
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- thought: Your current thinking step, which can include:
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* Regular analytical steps
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* Revisions of previous thoughts
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* Questions about previous decisions
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* Realizations about needing more analysis
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* Changes in approach
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* Hypothesis generation
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* Hypothesis verification
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- next_thought_needed: True if you need more thinking, even if at what seemed like the end
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- thought_number: Current number in sequence (can go beyond initial total if needed)
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- total_thoughts: Current estimate of thoughts needed (can be adjusted up/down)
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- is_revision: A boolean indicating if this thought revises previous thinking
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- revises_thought: If is_revision is true, which thought number is being reconsidered
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- branch_from_thought: If branching, which thought number is the branching point
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- branch_id: Identifier for the current branch (if any)
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- needs_more_thoughts: If reaching end but realizing more thoughts needed
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You should:
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1. Start with an initial estimate of needed thoughts, but be ready to adjust
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2. Feel free to question or revise previous thoughts
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3. Don't hesitate to add more thoughts if needed, even at the "end"
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4. Express uncertainty when present
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5. Mark thoughts that revise previous thinking or branch into new paths
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6. Ignore information that is irrelevant to the current step
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7. Generate a solution hypothesis when appropriate
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8. Verify the hypothesis based on the Chain of Thought steps
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9. Repeat the process until satisfied with the solution
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10. Provide a single, ideally correct answer as the final output
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11. Only set next_thought_needed to false when truly done and a satisfactory answer is reached`
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parameters:
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type: object
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properties:
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thought:
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type: "string",
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description: "Your current thinking step"
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nextThoughtNeeded:
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type: "boolean",
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description: "Whether another thought step is needed"
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thoughtNumber:
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type: "integer"
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description: "Current thought number",
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minimum: 1
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totalThoughts:
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type: "integer",
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description: "Estimated total thoughts needed",
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minimum: 1
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isRevision:
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type: "boolean",
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description: "Whether this revises previous thinking"
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revisesThought: {
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type: "integer",
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description: "Which thought is being reconsidered",
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minimum: 1
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branchFromThought:
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type: "integer",
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description: "Branching point thought number",
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minimum: 1
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branchId:
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type: "string",
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description: "Branch identifier"
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needsMoreThoughts:
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type: "boolean",
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description: "If more thoughts are needed"
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required:
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- thought
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- nextThoughtNeeded
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- thoughtNumber
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- totalThoughts
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container:
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image: vonwig/sequential-thinking:latest
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volumes:
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- "mcp-sequentialthinking:/sequentialthinking"
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---

‎prompts/mcp/brave.md‎

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---
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mcp:
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- name: brave
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container:
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- container:
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image: mcp/brave-search:latest
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environment:
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BRAVE_API_KEY: "{{ brave.api_key }}"

‎prompts/mcp/redis.md‎

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---
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mcp:
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- container:
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image: mcp/redis:latest
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---
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‎prompts/mcp/slack.md‎

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---
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mcp:
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- name: slack
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container:
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- container:
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image: mcp/slack:latest
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environment:
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SLACK_BOT_TOKEN: "{{ slack.bot_token }}"

‎prompts/mcp/stripe.md‎

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---
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mcp:
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- name: stripe
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container:
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- container:
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image: mcp/stripe:latest
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command:
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- "--tools=all"

‎test/jsonrpc/db_t.clj‎

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[clojure.pprint :refer [pprint]]
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[clojure.test :as t]
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[jsonrpc.db :as db]
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[jsonrpc.producer :as producer]
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jsonrpc.server
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[lsp4clj.server :as server]))
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(def correct-refs
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(comment
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(pprint @db/db*))
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(comment
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(def hey
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(atom
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{:mcp.prompts/resources
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{"memo://insights"
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{:uri "memo://insights"
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:text "No Business Insights"
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:matches "resource:///thread/insights.txt"}}}))
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(jsonrpc.server/update-resources
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{:db* hey
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:producer (reify producer/IProducer (publish-resource-list-changed [_ _] (println "called")))}
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[{:resource {:uri "resource:///thread/insights.txt" :text "updated"}}]))
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(comment
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(jsonrpc.server/update-matched-resources
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{"memo://insights" {:uri "memo://insights" :text "No Business Insights" :matches "resource:///thread/insights.txt"}}
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[{:resource {:uri "resource:///thread/insights.txt" :text "updated"}}]))

‎test/secrets_t.clj‎

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(ns secrets-t
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(:require [docker]))
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(def c
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(docker/create {:image "alpine"
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:secrets ["brave.api_key"]
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:entrypoint ["/bin/sh" "-c" "cat /secret/brave.api_key"]}))
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(def c
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(docker/create {:image "alpine"
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:secrets ["brave.api_key"]
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:entrypoint ["/bin/sh" "-c" "ls -l /secret"]}))
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(def c
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(docker/create {:image "alpine"
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:secrets ["brave.api_key"]
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:entrypoint ["/bin/sh" "-c" "whoami"]}))
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(docker/start c)
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(docker/attach c)
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(docker/delete-container c)
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