Mindtickle Contract-Fixture Development Loop
SkillDev toolsBuild a fast, secret-free local development loop for a Mindtickle adapter using frozen tenant-contract fixtures. Use when developing without live learner data. Trigger with "set up Mindtickle local development".
Use Mindtickle Contract-Fixture Development Loop in Claude, ChatGPT or Ahel Desktop
Free. Sign in, add Mindtickle Contract-Fixture Development Loop and connect your AI. About a minute.
Also: Claude Code · Cursor · Codex
Then ask your AI: use the Mindtickle Contract-Fixture Development Loop skill
Details
Instructions available. Your AI can read the instructions. Execution depends on the setup they require.
Account requirements not reviewed. Check the skill instructions before use; Ahel provides instructions and does not run this skill.
No other account needed.
Add Ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.
What this skill tells your AI
The instructions your AI receives, as published by jeremylongshore/tons-of-skills-marketplace in skills/.curated/mindtickle-local-dev-loop/SKILL.md and read by Ahel’s review.
Overview
Make adapter development deterministic by separating domain behavior from the tenant transport and exercising only sanitized, versioned fixtures locally.
Prerequisites
- An authorized tenant contract digest and sanitized success and failure examples
- A product-specific adapter boundary from
mindtickle-sdk-patterns - A secret scanner and repository policy for generated or confidential artifacts
Tool Discipline
Use Read, Glob, and Grep to inspect code and fixtures, WebFetch only to refresh approved contract sources, and Write or Edit for local adapters, fixtures, tests, and documentation.
Current Contract
Public Mindtickle pages establish API families but not a public emulator or universal SDK. Local mode must therefore emulate the frozen customer contract, identify synthetic values clearly, and fail closed when an unrecorded operation appears.
Authentication
Local mode accepts no real credential. Represent auth outcomes with synthetic fixtures and reserve any tenant smoke test for a separately approved integration lane.
Instructions
- Record the contract digest, fixture provenance, sanitization method, and supported operation list.
- Route domain code through the adapter interface; reject direct network calls outside the transport module.
- Add deterministic fixtures for success, empty results, pagination, validation, authorization, throttling signal, timeout ambiguity, and schema drift.
- Validate fixtures against internal schemas and scan them for secrets and identifying data.
- Provide a fake clock, stable identifiers, bounded randomness, and deterministic retry scheduling.
- Run focused tests after every change and compare normalized outputs rather than vendor-specific ordering unless documented.
- Fail the local server when code requests an unknown route, tenant, or fixture instead of silently returning a generic response.
- Document the exact command, expected test count, contract expiry, and handoff to the integration lane.
Approval Boundaries
Do not copy production responses wholesale, enable fallback network access, or accept real tokens in local mode.
Output
Return the adapter boundary, fixture inventory and digest, sanitization receipt, deterministic commands, test results, unsupported operations, and contract refresh date.
Error Handling
| Condition | Response |
|---|---|
| Fixture contains sensitive data | Quarantine and replace it with a minimal synthetic case. |
| Contract and fixture diverge | Fail tests and update through the authorized contract-change workflow. |
| Code attempts live access | Block the request and report the calling path. |
Example
contract-sha256=...; fixtures=8; synthetic=true; secrets=0; tests=24-pass; network=blocked
Resources
Next Steps
Promote the same fixtures to CI and keep the live smoke lane explicitly opt-in.
Signals
- GitHub stars
- 3k
- Forks
- 415
- Last commit
- Oct 2026
Advanced
- Item type
- skill
- Key
mindtickle-local-dev-loop- Source
- github.com/jeremylongshore/tons-of-skills-marketplace
github.com/jeremylongshore/tons-of-skills-marketplace