Name: model-spec
Author: zzwwbs

Imported from zzwwbs/social-science-researcher (adapters/codex/overlays/.agents/skills/model-spec/SKILL.md). Install upstream with npx skills add zzwwbs/social-science-researcher --skill model-spec. Copyright stays with the author.

model-spec

Purpose

Generate a quantitative model specification ladder and robustness plan.

Inputs

analysis_context

Outputs

variable_operationalization.md
model_spec_ladder.md
robustness_plan.md
quant_assumption_log.md

Accepted Forms

model-spec
/model-spec

Natural Language Examples

None

Required Policies

quant-rigor

Profile Keys Read

None

Constraints

None

Process Steps

Parse the analysis context into constructs, design assumptions, and threats
Define variable operationalization and build a model ladder
Produce robustness and assumption logs

Failure Handling

If context parsing fails, request a structured variable and design summary

# after Install: the listing is in your workspace's routing pool - a plan picks it for its slot curl -s -X POST https://api.opensmartroute.ai/api/v1/route -H 'Authorization: Bearer $OSR_API_KEY' -H 'Content-Type: application/json' -d '{"text": "...", "plan": true}'

Install model-spec and it becomes one more candidate the router can pick - when it fits.

A listing is a routing target with a manifest: what it does, which domains it covers, what it costs and who publishes it. Once installed it sits beside your own models and tools, is scored like any other candidate for each request, and shows up in the trace when it wins. Ratings come from workspaces that installed it, one per account.

{ "ocm": "1", "id": "zzwwbs-social-science-researcher-model-spec", "kind": "skill", "name": "model-spec", "description": "Generate a quantitative model specification ladder and robustness plan", "publisher": "zzwwbs", "version": "1.0.0", "capabilities": { "domains": [ "general" ], "tags": [ "skill-md", "github" ], "languages": [ "en" ] }, "quality_prior": 0.6, "examples": [ "Generate a quantitative model specification ladder and robustness plan" ], "primary": false, "metadata": { "source": { "provider": "github", "repository": "https://github.com/zzwwbs/social-science-researcher", "path": "adapters/codex/overlays/.agents/skills/model-spec/SKILL.md", "ref": "e341b89c5fef5cdb0ef71647280bb22e4236aeee", "url": "https://github.com/zzwwbs/social-science-researcher/blob/e341b89c5fef5cdb0ef71647280bb22e4236aeee/adapters/codex/overlays/.agents/skills/model-spec/SKILL.md", "key": "zzwwbs/social-science-researcher/adapters/codex/overlays/.agents/skills/model-spec/SKILL.md" } }, "instructions": "# model-spec\n\n## Purpose\nGenerate a quantitative model specification ladder and robustness plan.\n\n## Inputs\n- analysis_context\n\n## Outputs\n- variable_operationalization.md\n- model_spec_ladder.md\n- robustness_plan.md\n- quant_assumption_log.md\n\n## Accepted Forms\n- model-spec\n- /model-spec\n\n## Natural Language Examples\n- None\n\n## Required Policies\n- quant-rigor\n\n## Profile Keys Read\n- None\n\n## Constraints\n- None\n\n## Process Steps\n- Parse the analysis context into constructs, design assumptions, and threats\n- Define variable operationalization and build a model ladder\n- Produce robustness and assu", "cost": { "context_tokens": 177 } }

model-spec

About

model-spec

Purpose

Inputs

Outputs

Accepted Forms

Natural Language Examples

Required Policies

Profile Keys Read

Constraints

Process Steps

Failure Handling

Use it

Install model-spec and it becomes one more candidate the router can pick - when it fits.

Manifest

Reviews