ScopeOrNope
Client change request? Scope or nope.
What it does
Freelancers lose money on scope creep because they hesitate in the moment. ScopeOrNope gives you a structured answer fast. Submit a client's change request. Get a classification: In Scope, Out of Scope, or Unclear. Get a ready-to-send response in the tone you choose: friendly, firm, concise. Track revision rounds against your limits. See scope risk across all active projects. Override the classifier when your judgment says otherwise. AI classification and response refinement on Pro.
Does the same job
all alternatives →
FreelancerGuardJun 2026 · freelancerguard.fyi · ▲4Catch client red flags. Respond without the panic.
ScopeGuard Beta V0.2.117d ago · scopeguard-beta-gray.vercel.app · ▲1Stop scope creep before it becomes unpaid work
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Dev tools · May 2026 · kilo.ai
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Hey HN, Henry here from Cactus. We open-sourced Needle, a 26M parameter function-calling (tool use) model. It runs at 6000 tok/s prefill and 1200 tok/s decode on consumer devices. We were always frustrated by the little effort made towards building agentic models that run on budget phones, so we conducted investigations that led to an observation: agentic experiences are built upon tool calling, and massive models are overkill for it. Tool calling is fundamentally retrieval-and-assembly (match query to tool name, extract argument values, emit JSON), not reasoning. Cross-attention…
Life & fun · May 2026 · github.com
- FM
Dev tools · May 2026 · github.com