Claude Code transcript - page 1/4

First some background about this new project: there is an annual performing arts festival held in the Scottish city of Edinburgh called the "Edinburgh Festival Fringe". It is characterized by the very large number of performers and venues and diversity of artists. The underlying problem I'd like to solve is how to select one or two shows to buy tickets for from the thousands that are available. Almost all the performers are unknown to me. The parameters that I do know that could drive show selection are things like: location of the venue (too far from the center of town is problematic due to travel time and road congestion); date of performance (I will only be in Edinburgh for two days, while the festival lasts several weeks and not all shows are presented on every day); time of performance (many shows begin quite late at night and due to family issues we can not reasonably attend a performance that begins later than about 8pm). While there is a public web site that allows some querying over the performance event data, it lacks the capability to filter based on these criteria. However, there is also a way to get API access to the underlying data. I would like to build a tool that makes a copy of the event data locally, fetched via the API and then allows querying with the semantics I need to identify the shows for me.

Thinking

This is a fun, well-scoped project. Before I start building, let me nail down the crux and a couple of design choices.

The crux: API access. Everything depends on the specifics of the Fringe API. The Edinburgh Festival Fringe does publish a developer API (historically at api.edinburghfestivalcity.com), which typically requires an API key + secret and returns show/performance data as JSON. To build the fetcher correctly I'll need to know:

  • Do you already have credentials (key/secret or token)? If so, we'll want to put them somewhere safe (env var / gitignored file), not in code.
  • Do you have a link to the API docs, or should I look them up to confirm the current endpoints, auth scheme, and the shape of the event data (especially how venue location, dates, and times are represented)?

That last point matters because your three filters — venue distance from centre, performance date, and start time — depend entirely on which fields the API exposes (e.g. does it give venue lat/long, or just an address? are performances listed as individual dated instances or as a date range + schedule?).

Let me also pin down two design choices so I build the right thing:

AskUserQuestion
{
  "questions": [
    {
      "question": "What language/stack should I build this in?",
      "header": "Stack",
      "multiSelect": false,
      "options": [
        {
          "label": "Python (Recommended)",
          "description": "Great for API fetching + local data querying. Store fetched data in SQLite or JSON; query with a small CLI. Minimal dependencies, easy to run."
        },
        {
          "label": "Node/TypeScript",
          "description": "If you prefer JS tooling. Fetch to SQLite/JSON, query via a CLI or small local web page."
        },
        {
          "label": "You choose",
          "description": "Pick whatever you judge best-suited for a personal data-fetch-and-query tool."
        }
      ]
    },
    {
      "question": "How do you want to query the local data?",
      "header": "Interface",
      "multiSelect": false,
      "options": [
        {
          "label": "CLI with filter flags (Recommended)",
          "description": "e.g. `fringe search --day 2026-08-15 --before 20:00 --max-distance 3km`. Fast, scriptable, easy to iterate on."
        },
        {
          "label": "Local web page",
          "description": "A small local UI with dropdowns/sliders for date, time, and distance. More effort, nicer for browsing results."
        },
        {
          "label": "Just SQL / a notebook",
          "description": "Load data into SQLite and let you run ad-hoc SQL queries directly. Maximum flexibility, least hand-holding."
        }
      ]
    },
    {
      "question": "How should we handle venue 'distance from centre'?",
      "header": "Distance",
      "multiSelect": false,
      "options": [
        {
          "label": "Geocode + straight-line distance (Recommended)",
          "description": "Use venue coordinates (from API if present, else geocode the address) and filter by km from a chosen centre point like the Royal Mile."
        },
        {
          "label": "Curated area allowlist",
          "description": "Group venues into 'central / walkable / far' by area or postcode manually. Simpler, no geocoding, but coarser."
        },
        {
          "label": "Decide after seeing the data",
          "description": "Inspect what location fields the API actually returns first, then choose the approach."
        }
      ]
    }
  ]
}
The user doesn't want to proceed with this tool use. The tool use was rejected (eg. if it was a file edit, the new_string was NOT written to the file). To tell you how to proceed, the user said:
The user wants to clarify these questions.
    This means they may have additional information, context or questions for you.
    Take their response into account and then reformulate the questions if appropriate.
    Start by asking them what they would like to clarify.

    Questions asked:
- "What language/stack should I build this in?"
  (No answer provided)
- "How do you want to query the local data?"
  (No answer provided)
- "How should we handle venue 'distance from centre'?"
  (No answer provided)

Note: The user's next message may contain a correction or preference. Pay close attention — if they explain what went wrong or how they'd prefer you to work, consider saving that to memory for future sessions.

Sure — what would you like to clarify? Happy to talk through any of it before I lock down choices.

To make that easier, here's the thinking behind what I was asking, so you can tell me where you want to steer:

  • Stack — mostly about what you're comfortable running and maintaining. If you have a preference (or an existing toolchain on this machine), that overrides my default.
  • Interface — how you personally want to poke at the results. This affects how much I build. A CLI is quickest; a web page is nicer to browse but more work.
  • Distance — the trickiest one, and genuinely dependent on what the API returns. I flagged it because "distance from centre" could mean precise geocoded km, or just a rough central/far bucketing — and the right call depends on data we haven't seen yet.

A few things that might be underneath your hesitation — tell me if any of these are the real question:

  1. Do you want me to design the whole thing now, or first go look at the actual API and data before committing to any approach? (I lean toward: inspect the API first, then decide — especially for distance.)
  2. Do you already have API credentials/docs, or is figuring out API access itself part of the job?
  3. Something about scope — e.g. is this a throwaway two-day-trip helper, or something you'd want to reuse in future years?

What's on your mind?

Ok yes, let's use Python for this. I do have API access and will add that as environment variables. The current API docs are at: https://api.edinburghfestivalcity.com/documentation/events and https://api.edinburghfestivalcity.com/documentation/venues . The record schema does include lat/long for the venue.

Thinking

Let me read the API docs to understand the actual schema before designing anything.

ToolSearch
{
  "query": "select:WebFetch",
  "max_results": 3
}
[
  {
    "type": "tool_reference",
    "tool_name": "WebFetch"
  }
]
WebFetch
{
  "url": "https://api.edinburghfestivalcity.com/documentation/events",
  "prompt": "Extract the full API details for the events endpoint: base URL, authentication scheme (how the API key/secret/signature is passed), request parameters (filtering, pagination, date/time filters), and the complete response record schema including every field name and type. Pay special attention to fields describing performance date, performance start time, performances/dates listing, venue reference, category/genre, and any location fields. Reproduce field names verbatim."
}
WebFetch
{
  "url": "https://api.edinburghfestivalcity.com/documentation/venues",
  "prompt": "Extract the full API details for the venues endpoint: base URL, authentication scheme, request parameters, and the complete response record schema including every field name and type. Pay special attention to venue id, name, address, postcode, latitude, longitude, and any fields that link venues to events. Reproduce field names verbatim."
}
# Edinburgh Festivals Venues API Details

## Base URL
`https://api.edinburghfestivalcity.com/venues`

## Authentication
The documentation page does not specify an authentication scheme for the venues endpoint.

## Request Parameters

**Festival Selection:**
- `festival`: Festival ID (fringe, demofringe, jazz, book, international, tattoo, art, hogmanay, science, imaginate, film, mela, storytelling)
- `code`: Venue number from Fringe list
- `year`: Festival year (e.g., 2015) or `*` for all years

**Search Filters:**
- `name`: Full text search on venue name
- `post_code`: Exact postcode match

**Geographic Search:**
- `lat`: Latitude coordinate
- `lon`: Longitude coordinate
- `distance`: Radius (format: Xmiles or Xkilometers)

**Change Tracking:**
- `modified_from`: Returns venues changed since specified Europe/London time

**Pagination:**
- `size`: Results per response (default 25, max 100)
- `from`: First result index

**Formatting:**
- `pretty`: Set to 1 for human-readable output

## Response Schema

Core fields (guaranteed for all venues):
- `id`: Unique venue identifier
- `name`: Venue name
- `festival`: Festival full name
- `festival_id`: Festival identifier
- `year`: Festival year
- `code`: Internal identifier
- `website`: Venue website
- `address`: Physical address
- `post_code`: Postal code
- `position`: Object containing `lat` and `lon`
- `phone`: Contact phone
- `email`: Contact email
- `description`: Venue description
- `access_description`: Accessibility information
- `performance_spaces`: Array of objects with `name`, `capacity`, `wheelchair_access`, `age_limited`, `age_limit`
- `event_count`: Number of unique events
- `performance_count`: Total performances
- `status`: in-use, not-in-use, or deleted
- `updated`: Last modification timestamp
# Edinburgh Festivals Events API Details

## Base URL
`https://api.edinburghfestivalcity.com/events`

## Endpoints
- `/events` - filterable list of events
- `/events/{UUID}` - specific event by unique identifier

## Authentication
The documentation does not specify an authentication scheme or how API credentials are passed.

## Request Parameters

**Festival & Genre Filters:**
- `festival` - ID values: fringe, demofringe, jazz, book, international, tattoo, art, hogmanay, science, imaginate, film, mela, storytelling
- `genre` - varies by festival/year
- `country` - artist/company origin
- `code` - festival-specific event code
- `year` - defaults to current year

**Text Search:**
- `title`, `description`, `artist` - match words/phrases

**Date Filters:**
- `date_from`, `date_to` - Europe/London timezone

**Price Filters:**
- `price_from`, `price_to` - minimum full price thresholds

**Accessibility:**
- `has_audio_description=1`, `has_captioning=1`, `has_signed=1`, `has_other_accessibility=1`

**Venue Search:**
- `venue_name`, `venue_code`, `post_code`

**Geographic:**
- `lat`, `lon`, `distance` (format: "Xmiles" or "Xkilometers")

**Synchronization:**
- `modified_from` - returns changed/deleted events

**Pagination:**
- `size` (default 25, max 100), `from` (index offset)

**Display:**
- `pretty=1` - human-readable format

## Response Schema

**Core Event Fields:**
- `id` (unique identifier, recommended over `url`)
- `title`, `sub_title`, `description`, `description_teaser`
- `artist`, `artist_type`, `performers_number`
- `festival`, `festival_id`, `genre`, `genre_tags`
- `code` (internal identifier)
- `country`, `age_category`, `non_english`
- `status` (empty/active/cancelled/deleted)
- `year`, `updated`, `url`, `website`

**Location & Venue:**
- `latitude`, `longitude`
- `venue` object containing:
  - `id`, `name`, `address`, `post_code`, `code`
  - `position` (lat/lon)
  - `phone`, `email`, `web_address`, `description`, `disabled_description`
- `performance_space` object:
  - `name`, `age_limit`, `age_limited`, `capacity`, `wheelchair_access`

**Performances Array:**
Each performance object includes:
- `id` (alphanumeric, unique across all events/time)
- `type`, `price_type`, `price`, `concession`, `price_string`
- `start`, `end` (datetimes)
- `duration_minutes`, `is_at_fixed_time` (boolean)
- `title`

**Accessibility:**
- `disabled` object containing:
  - `audio`, `audio_dates`
  - `captioning`, `captioning_dates`
  - `signed`, `signed_dates`
  - `other_services`, `other_services_dates`, `other_services_information`

**Media:**
- `images` object with hash-keyed image entries:
  - `hash`, `type` (thumb/hero), `orientation` (landscape/portrait/square)
  - `versions` with multiple resizes
  - `original` (height, width, mime, url)

**Additional:**
- `warnings`
Thinking

The event schema is great for our needs — performances[].start/end give per-performance datetimes, venue.position gives lat/lon, and there's even native lat/lon/distance filtering. The one thing the docs pages didn't show is the auth scheme. Let me grab that.

WebFetch
{
  "url": "https://api.edinburghfestivalcity.com/documentation",
  "prompt": "How does authentication work for this API? Describe exactly how the API key and secret are used to authenticate a request — is it a query parameter, header, or a signature/HMAC? If there is a signature, what is the exact algorithm (e.g. what string is signed, which hash, HMAC or not) and what are the parameter names (e.g. key, signature)? Reproduce any example request URLs verbatim."
}
WebFetch
{
  "url": "https://api.edinburghfestivalcity.com/documentation/authentication",
  "prompt": "Describe exactly how requests are authenticated: the parameter names (key, signature, etc.), the exact signature algorithm (what string is hashed, HMAC or plain hash, which hash function), and reproduce any example signed request URLs verbatim."
}
The server returned HTTP 404 Not Found.

The response body was not retrieved. If this URL requires authentication, use an authenticated tool (e.g. `gh` for GitHub, or an MCP-provided fetch tool) instead of WebFetch.
# Edinburgh Festivals Listings API Authentication

Based on the provided documentation, **specific authentication details are not included** on this page.

The documentation states: "You will need to [register](/login) for an account in order to create an access key for your project" and mentions that "After you have [logged in](/login) to your account you will be able to create an access key from your profile."

However, the page does not specify:
- Whether the API key is passed as a query parameter, HTTP header, or other method
- How the key is used in requests
- Whether signatures or HMAC authentication is required
- The algorithm or parameter names for authentication

To learn the exact authentication mechanism, you would need to consult additional documentation pages like "[Authentication](/documentation/querying#authentication)" or "[Event search](/documentation/querying)" referenced in the navigation, which are not included in the provided content.

The docs pointed to /documentation/querying#authentication. Let me fetch that.

WebFetch
{
  "url": "https://api.edinburghfestivalcity.com/documentation/querying",
  "prompt": "Describe exactly how requests are authenticated. What are the parameter names (e.g. key, signature)? Is there an HMAC signature? If so, what exact string is signed (the request path? path plus query string?), which hash algorithm (SHA1/SHA256), and is it HMAC keyed with the secret? Reproduce any example signed request URLs and any code examples verbatim."
}
# Edinburgh Festivals Listings API Authentication

## Parameter Names
The API uses two parameters for authentication:
- `key` - your access key
- `signature` - the HMAC signature

## HMAC Signature Details

**Hash Algorithm:** SHA1

**What Gets Signed:** The full API request path and query string, including the access key but excluding the server domain. Per the documentation: *"Build the full API request URL, including your access key but excluding the server domain - eg `/events?festival=book&key=12345`"*

**Key:** Your secret token

**Important Note:** *"You should calculate the signature after URL-encoding any parameters"*

## Example Signed Request URL

```
https://api.edinburghfestivalcity.com/events?festival=jazz&key=12345678&signature=e471178c45d33d7a37f99f74f8ff59d97749e7bf
```

## Code Examples

**PHP:**
```php
$api_key    = '12345678';
$secret_key = '135fa25acs33';
$query      = '/events?filter=that&key='.$api_key;
$signature  = hash_hmac('sha1', $query, $secret_key);
$url        = 'https://api.edinburghfestivalcity.com'.$query.'&signature='.$signature;
```

**Python:**
```python
import hmac
import hashlib
api_key     = '12345678'
secret_key  = '135fa25acs33'
query       = '/events?filter=that&key=' + api_key
signature   = hmac.new(secret_key, query, hashlib.sha1).hexdigest()
url         = 'https://api.edinburghfestivalcity.com' + query + '&signature=' + signature
```
Thinking

I now have everything I need. Auth is HMAC-SHA1 over the path+query string (including key=, excluding the domain), appended as &signature=.... And the data is well-suited to your filters:

  • Per-performance datetimes — each event has a performances[] array with start/end, so we can filter by exact day and start time.
  • Venue coordinatesvenue.position (lat/lon) is present, so distance is a clean haversine calc, no geocoding.
  • Server-side geo filter too — the API itself accepts lat/lon/distance, but I'll compute distance locally so you can re-filter the cached data freely without re-fetching.

Here's the design I recommend:

Storage — SQLite file (single file, easy to re-query, supports incremental sync via the API's modified_from). Store both the raw event JSON and a flattened one-row-per-performance table — that's the natural grain since you're picking specific showings.

Two commands - fringe fetch — pulls all festival=fringe events for the year (paginated, size=100) + venues, into SQLite. - fringe search — queries locally with flags like: fringe search --day 2026-08-15 --before 20:00 --max-distance 3km --genre comedy Filtering on day, earliest/latest start time, max distance from centre, genre, price, text — sorted by start time or distance.

Distance — haversine from a configurable centre point (default: Royal Mile area, ~55.9497, -3.1875), overridable via flag.

Secrets — read FRINGE_API_KEY / FRINGE_API_SECRET from env (you mentioned you'll set these).

Two things to confirm before I write code:

  1. Festival year — default to 2026? (The 2026 Fringe runs this August, so the data should be populated by now.)
  2. Does the CLI + SQLite + haversine shape above match what you want, or would you rather a local web page / plain SQL access?

If that all looks right, say go and I'll build it.

Ok yes this all sounds agreeable. I would assume it defaults to 2026 but we will know when data is returned since it'll contain absolute performance dates. Let me pause this session to set the auth environment variables now.

Sounds good. Set these two and you're ready:

  • FRINGE_API_KEY — your access key
  • FRINGE_API_SECRET — your secret token

Quick tip: you can set them for this session directly from the prompt using the ! prefix, e.g.:

! export FRINGE_API_KEY=your_key_here

Though note that env vars I need for running the tool are best set where my Bash tool will see them. The most reliable options:

  • Add them to your shell profile (~/.bashrc) and start a fresh session, or
  • Put them in a gitignored .env file in the project (I'll have the tool load it), or
  • Just tell me the values here and I'll wire them in (least preferred — they'd land in the transcript).

The .env approach is my recommendation since it keeps the credentials with the project, out of git, and my code can load them deterministically. If you go that route, create /home/david/projects/play/richhall/.env with:

FRINGE_API_KEY=...
FRINGE_API_SECRET=...

Take your time — ping me when you're set and I'll start building. I'll make sure .env is gitignored regardless.

Caveat: The messages below were generated by the user while running local commands. DO NOT respond to these messages or otherwise consider them in your response unless the user explicitly asks you to.

/exit exit