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Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
AISD_TOKENNoOptional. Your AIStorageDepot API token (in the app: Settings -> API tokens). With no token the server runs in free sample mode and serves a read-only slice of the public prebuilt library; add a token to reach your own and your team's libraries.
AISD_BASE_URLNoOptional. Self-hosted edition only: the origin of your own AIStorageDepot install, e.g. https://aisd.yourcompany.com. Defaults to the hosted service at https://www.aistoragedepot.com.

Capabilities

Features and capabilities supported by this server

CapabilityDetails
tools
{}
prompts
{}
resources
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
search_library

Keyword search over the AIStorageDepot library (prompts, rules, docs, skills, configs, templates). Step 1 of two: search_library finds items, get_item reads them.

Returns a list only — per match: title, item type, source library, and an aisd://item/ URI. Bodies are never included; call get_item to read one. Up to 200 matches; no matches returns a plain message, not an error. Where you can read several libraries, the nearest copy ranks first (personal before team/company).

Read-only, no side effects; results are live — always the current saved version. An API token is optional: with one, every library you belong to is searched; without one, a read-only sample of the public prebuilt library. Items you have set inactive are skipped, and the example/welcome libraries are never searched.

Use it whenever you need stored library material and do not already have an id; skip it and call get_item directly when you do. Items marked "/" are also offered as MCP prompts (slash commands), so a hit may be one already in your prompt list.

Limits: 120 requests/min per token, 600/min per user (anonymous: 120/min per client IP). Each call draws on a monthly quota (2,500 free, 30,000 on Plus, higher on team plans); past it reads are slowed, never blocked.

get_item

Fetch one library item's full content by its id or aisd://item/ URI. Step 2 of two: search_library returns URIs but no bodies, so this is the only way to read an item's text.

Returns a header line — title, item type, version, source library — then the body. Two notices can sit between them, each closing with a --- rule: a fill-in-template header listing the item's [field] placeholders (marking required fields and any defaults), whose values must be collected from the user before the content is used; and a "newer version exists" notice when this copy has fallen behind its source. Relay both rather than silently proceeding. Any @aisd: references in the body arrive already expanded inline.

Read-only, no side effects; reads are live — always the current saved version. An API token is optional: with one you reach every library you belong to; without one, a read-only sample of the public prebuilt library. An unknown or unreachable id returns an error result, not an empty body.

Use it as soon as you hold an id or URI — from search_library, a resource listing, or the user. It resolves exact ids only and cannot search or list, so use search_library to discover. Items marked "/" are also exposed as MCP prompts (slash commands).

Limits: 120 requests/min per token, 600/min per user (anonymous: 120/min per client IP). Each call draws on a monthly quota (2,500 free, 30,000 on Plus, higher on team plans); past it reads are slowed, never blocked.

Prompts

Interactive templates invoked by user choice

NameDescription
product-requirements-draftPrompt: “Product Requirements Draft” (in AIStorageDepot)
incident-postmortem-draftPrompt: “Incident Postmortem Draft” (in AIStorageDepot)
blog-post-outlinePrompt: “Blog Post Outline” (in AIStorageDepot)
summarize-to-key-pointsPrompt: “Summarize to Key Points” (in AIStorageDepot)
build-a-regexPrompt: “Build a Regex” (in AIStorageDepot)
draft-a-professional-emailPrompt: “Draft a Professional Email” (in AIStorageDepot)
sql-query-writerPrompt: “SQL Query Writer” (in AIStorageDepot)
customer-support-replyPrompt: “Customer Support Reply” (in AIStorageDepot)
threat-model-a-featurePrompt: “Threat Model a Feature” (in AIStorageDepot)
onboard-a-new-engineerPrompt: “Onboard a New Engineer” (in AIStorageDepot)
make-me-a-skillPrompt: “Make Me a Skill” (in AIStorageDepot)
summarize-textPrompt: “Summarize text” (in AIStorageDepot)
standup-updatePrompt: “Standup Update” (in AIStorageDepot)
test-plan-generatorPrompt: “Test Plan Generator” (in AIStorageDepot)
bug-triage-assistantPrompt: “Bug Triage Assistant” (in AIStorageDepot)
spreadsheet-formula-helperPrompt: “Spreadsheet Formula Helper” (in AIStorageDepot)
competitive-teardownPrompt: “Competitive Teardown” (in AIStorageDepot)
write-a-user-storyPrompt: “Write a User Story” (in AIStorageDepot)
rewrite-for-clarityPrompt: “Rewrite for Clarity” (in AIStorageDepot)
meeting-notes-to-action-itemsPrompt: “Meeting Notes to Action Items” (in AIStorageDepot)
design-an-api-endpointPrompt: “Design an API Endpoint” (in AIStorageDepot)
diagnose-a-slow-queryPrompt: “Diagnose a Slow Query” (in AIStorageDepot)
debug-this-errorPrompt: “Debug This Error” (in AIStorageDepot)
generate-unit-testsPrompt: “Generate Unit Tests” (in AIStorageDepot)
refactor-for-readabilityPrompt: “Refactor for Readability” (in AIStorageDepot)
explain-code-like-i-m-newPrompt: “Explain Code Like I'm New” (in AIStorageDepot)
senior-code-reviewerPrompt: “Senior Code Reviewer” (in AIStorageDepot)

Resources

Contextual data attached and managed by the client

NameDescription
Product Requirements DraftPrompt · in AIStorageDepot · fill-in template (4 fields) · prd, spec
PRD TemplateTemplate · in AIStorageDepot · template, prd, spec
Incident Postmortem DraftPrompt · in AIStorageDepot · fill-in template (5 fields) · incident, postmortem
Postmortem TemplateTemplate · in AIStorageDepot · template, incident, postmortem
Release Notes from a DiffSkill · in AIStorageDepot · release, changelog, git
Release Notes TemplateTemplate · in AIStorageDepot · template, release, changelog
Architecture Decision RecordSkill · in AIStorageDepot · adr, architecture, documentation
ADR TemplateTemplate · in AIStorageDepot · template, adr, architecture
Blog Post OutlinePrompt · in AIStorageDepot · fill-in template (4 fields) · content, outline
Summarize to Key PointsPrompt · in AIStorageDepot · fill-in template (3 fields) · summary
Build a RegexPrompt · in AIStorageDepot · fill-in template (4 fields) · regex
Draft a Professional EmailPrompt · in AIStorageDepot · fill-in template (4 fields) · email, writing
SQL Query WriterPrompt · in AIStorageDepot · fill-in template (3 fields) · sql, query
Customer Support ReplyPrompt · in AIStorageDepot · fill-in template (4 fields) · support, email, customers
Write TestsSkill · in AIStorageDepot · tests, tdd
Teach Me to MasterySkill · in AIStorageDepot · teaching, learning
Session Wrap-UpSkill · in AIStorageDepot · retrospective, maintenance
Rewrite It CleanSkill · in AIStorageDepot · refactoring, clean-code
Refactor SafelySkill · in AIStorageDepot · refactor, method
Quiz Me Before We ShipSkill · in AIStorageDepot · code-review, pull-request
Prove It WorksSkill · in AIStorageDepot · verification, testing
PR Description WriterSkill · in AIStorageDepot · review, git
Plan It VisuallySkill · in AIStorageDepot · planning, html
Interview Into a SpecSkill · in AIStorageDepot · spec, planning
Explain As You GoSkill · in AIStorageDepot · beginner-friendly, communication
Debug SystematicallySkill · in AIStorageDepot · debug, method
Threat Model a FeaturePrompt · in AIStorageDepot · fill-in template (3 fields) · security, threat-model, design
Onboard a New EngineerPrompt · in AIStorageDepot · fill-in template (4 fields) · onboarding, team, planning
Recommended Dev MCP ServersConfig · in AIStorageDepot · mcp, tooling
Make Me a SkillPrompt · in AIStorageDepot · fill-in template (2 fields) · skills, automation
Commit message skillSkill · in AIStorageDepot · example
Summarize textPrompt · in AIStorageDepot · fill-in template (2 fields) · example
Ship-it checklist (uses another skill)Skill · in AIStorageDepot · example
Files MCP serverConfig · in AIStorageDepot · example
Project guidelinesDoc · in AIStorageDepot · example
Coding rulesRule · in AIStorageDepot · example
.gitignoreFile · in AIStorageDepot · example, ignore
Standup UpdatePrompt · in AIStorageDepot · fill-in template (3 fields) · standup, status, team
Security Review ChecklistRule · in AIStorageDepot · security, review, checklist
React Component RulesRule · in AIStorageDepot · standards, react, agents-md
Go Project RulesRule · in AIStorageDepot · standards, go, agents-md
Python Project RulesRule · in AIStorageDepot · standards, python, agents-md
TypeScript Project RulesRule · in AIStorageDepot · standards, typescript, agents-md
Prompt Engineering CheatsheetDoc · in AIStorageDepot · reference, prompting
Clean Code StandardsRule · in AIStorageDepot · standards, clean-code
Test Plan GeneratorPrompt · in AIStorageDepot · fill-in template (2 fields) · tests
Bug Triage AssistantPrompt · in AIStorageDepot · fill-in template (3 fields) · debug, triage
Spreadsheet Formula HelperPrompt · in AIStorageDepot · fill-in template (3 fields) · spreadsheet, formula
Competitive TeardownPrompt · in AIStorageDepot · fill-in template (3 fields) · research, strategy
Write a User StoryPrompt · in AIStorageDepot · fill-in template (2 fields) · agile, requirements
Rewrite for ClarityPrompt · in AIStorageDepot · fill-in template (3 fields) · editing, clarity
Meeting Notes to Action ItemsPrompt · in AIStorageDepot · fill-in template (1 field) · meetings, summary
Design an API EndpointPrompt · in AIStorageDepot · fill-in template (3 fields) · api, design
Diagnose a Slow QueryPrompt · in AIStorageDepot · fill-in template (3 fields) · sql, performance
Debug This ErrorPrompt · in AIStorageDepot · fill-in template (4 fields) · debug, error
Generate Unit TestsPrompt · in AIStorageDepot · fill-in template (3 fields) · tests, tdd
Refactor for ReadabilityPrompt · in AIStorageDepot · fill-in template (3 fields) · refactor, cleanup
Explain Code Like I'm NewPrompt · in AIStorageDepot · fill-in template (3 fields) · explain, learning
Code Review PassSkill · in AIStorageDepot · review, quality
Conventional CommitSkill · in AIStorageDepot · git, commit
Weekly ChangelogSkill · in AIStorageDepot · release, changelog
Senior Code ReviewerPrompt · in AIStorageDepot · fill-in template (2 fields) · review

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