template-comprehensive-assessment

Solid

Full checkout audit for the Research Project Template — tests, architecture, docs, manuscript, pipeline. USE WHEN user asks for comprehensive assessment, full repo review, health check across projects, audit everything, or pre-merge sanity sweep for template exemplars — even without naming docs/prompts or a skill. Not for single failing stage only.

Data & Documents 18 stars 1 forks Updated today Apache-2.0

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Quality Score: 84/100

Stars 20%
43
Recency 20%
100
Frontmatter 20%
70
Documentation 15%
100
Issue Health 10%
80
License 10%
100
Description 5%
100

Skill Content

# Comprehensive assessment ## Natural invoke - "Audit the whole repo for template_active_inference, template_autoresearch_project, template_code_project, template_prose_project, and template_template" (example names only — the authoritative public roster is [`docs/_generated/active_projects.md`](../../_generated/active_projects.md)) - "Full health check — tests, docs, manuscript, pipeline" - "What's broken across all active projects?" ## Inputs to confirm - **Project(s)** — names from [`docs/_generated/active_projects.md`](../../_generated/active_projects.md) or "all active". - **Scope** — single project vs multi-project (one pytest process per project test dir). ## Workflow Work through: 1. **Tests** — appropriate pytest invocations; one project test dir per project. Coverage: infra ≥60%, project ≥90% unless CI exception. No mocks ([`docs/rules/testing_standards.md`](../../rules/testing_standards.md)). 2. **Architecture** — thin orchestrators in `scripts/`; algorithms in `projects/<n>/src/` or `infrastructure/`. No cross-project imports. 3. **Documentation** — meaningful dirs have accurate AGENTS.md + README.md; links resolve; link `_generated/active_projects.md`, do not duplicate roster. 4. **Manuscript** — Pandoc-crossref + `.bib` → [`docs/guides/manuscript-semantics.md`](../../guides/manuscript-semantics.md). Registry `labels.yaml` + `[[FIG:]]` → [manuscript-cross-references](../manuscript-cross-references/SKILL.md). Validate markdown; PDF/logs if outputs exist....

Details

Author
docxology
Repository
docxology/template
Created
11 months ago
Last Updated
today
Language
Python
License
Apache-2.0

Integrates with

Ollama · AI pytest · Testing

Similar Skills

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End-to-end publication-readiness audit for public template exemplars — tests, no-mocks, methods contracts, claims, evidence, figures, references, rendered outputs, and deterministic regeneration. USE WHEN preparing a template or project for release, DOI deposit, peer review, or a publication sign-off.

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Standards-compliant code for the Research Project Template — infrastructure or project src/, thin orchestrators, type hints, no mocks. USE WHEN implementing an algorithm, utility, analysis method, optimizer, new module in projects/*/src or infrastructure/, or user says add code following template architecture — even without docs/prompts. Not for end-to-end feature spanning manuscript + pipeline (use template-feature-addition).

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Use when auditing rendered templates via local advisory review. Triggers on keywords «template», «audit», «render», «generated docs», «AGENTS.md», «paraphrase», «cue placement», «local advisory», «template-render», «audit-template». Session-bound under Claude Code subscription — no API key, no CI gate, no blocking. Step 1 runs deterministic probes; Step 2 asks the current session to semantic-check for paraphrase / cue-placement bugs (P2/P3/P5 from Wave 6 D-2 taxonomy, not in CI per Decision 3).

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