$git clone https://github.com/Habitat-Thinking/ai-literacy-superpowersA set of Claude Code and GitHub Copilot plugins providing the AI Literacy framework's complete development workflow — harness engineering, agent orchestration, literate programming, CUPID code review, and the three enforcement loops
| 1 | # ai-literacy-superpowers |
| 2 | |
| 3 | [](LICENSE) |
| 4 | [](https://github.com/Habitat-Thinking/ai-literacy-superpowers/actions/workflows/lint-markdown.yml) |
| 5 | [](.claude-plugin/marketplace.json) |
| 6 | [](ai-literacy-superpowers/) |
| 7 | [](model-cards/) |
| 8 | [](diagnostic-legibility/) |
| 9 | [](#skills-37) |
| 10 | [](#agents-16) |
| 11 | [](#commands-28) |
| 12 | [](HARNESS.md) |
| 13 | [](observability/snapshots/2026-07-21-snapshot.md) |
| 14 | [](https://claude.ai/claude-code) |
| 15 | [](https://github.com/features/copilot) |
| 16 | [](HARNESS.md) |
| 17 | [](assessments/2026-05-11-assessment.md) |
| 18 | |
| 19 | A plugin marketplace for [Claude Code](https://claude.ai/claude-code) and [GitHub Copilot CLI](https://github.com/features/copilot) shipping opinionated tools for the AI Literacy framework — harness engineering, agent orchestration, decision archaeology, governance, and model evaluation. |
| 20 | |
| 21 | Add the marketplace, install the plugin(s) you want, and you have a fully operational habitat for AI-assisted development. |
| 22 | |
| 23 | New to the project? Start with [ONBOARDING.md](ONBOARDING.md) or browse the [docs site](https://habitat-thinking.github.io/ai-literacy-superpowers/). |
| 24 | |
| 25 | --- |
| 26 | |
| 27 | ## Plugins in this marketplace |
| 28 | |
| 29 | | Plugin | Version | What it does | Docs | |
| 30 | | ------ | ------- | ------------ | ---- | |
| 31 | | **`ai-literacy-superpowers`** | v0.66.2 | The flagship. Harness engineering, agent orchestration, literate programming, CUPID code review, compound learning, and the three enforcement loops. **37 skills, 16 agents, 28 commands.** | [docs](docs/plugins/ai-literacy-superpowers/index.md) | |
| 32 | | **`model-cards`** | v0.1.0 | Researches and authors Mitchell-extended model cards from a model name. Tiered source strategy (provider docs → HuggingFace → arXiv → web), refusal-on-unconfirmed-existence honesty rule. | [docs](docs/plugins/model-cards/index.md) | |
| 33 | | **`diagnostic-legibility`** | v0.11.0 | Hosts agents accountable for maintaining human understanding. Ships the `diagnostic-legibility` agent — builds and self-challenges two models of a codebase scope (architectural moving parts and domain concepts) via a five-question retained-challenge cycle, then cross-checks the two collections against each other via a five-question per-direction cycle. The `/diagnose` command surfaces the mutually-corrected models on demand as a readable report. The `ConceptualPipelineMap` template adds a standalone, presentation-agnostic flow-perspective data model; the agent's `scope-resolution` mode answers "what does my task touch?"; its `pipeline` mode traces control flow within that bound and cross-checks all three collections; the `/pipeline-map "<task>"` command renders the task-scoped map as a self-contained HTML flowchart (pinned, SHA-verified Mermaid inlined; no CDN); and `--predict-change` adds an opt-in change-site prediction (which stages the task will modify and where it will insert new ones), disclosed as a prediction, never a directive. | [docs](docs/plugins/diagnostic-legibility/index.md) | |
| 34 | |
| 35 | The bulk of this README documents the **`ai-literacy-superpowers`** plugin specifically — its skills, agents, commands, hooks, templates, enforcement loops, and pipelines. For `model-cards`, see [its README](model-cards/README.md) and [its docs](docs/plugins/model-cards/index.md). Future sister plugins will land in this marketplace under `<plugin-name>/` with their own docs at `docs/plugins/<plugin-name>/`. |
| 36 | |
| 37 | --- |
| 38 | |
| 39 | ## Installation |
| 40 | |
| 41 | ### 1. Add the marketplace (once) |
| 42 | |
| 43 | ```bash |
| 44 | # Claude Code |
| 45 | claude plugin marketplace add Habitat-Thinking/ai-literacy-superpowers |
| 46 | |
| 47 | # GitHub Copilot CLI |
| 48 | copilot plugin marketplace add Habitat-Thinking/ai-literacy-superpowers |
| 49 | ``` |
| 50 | |
| 51 | ### 2 |