Pandoscope

Agentic engineering instrument: high-level commands that let any AI agent run a Pandoscope-powered project as a self-improving software factory. It stamps templates, installs skills, orchestrates build, review, and memory, and hardens itself by turning every failure into a regression test.

Install

Every surface delivers the same Python implementation at the same version (see docs/releasing.md):

uvx pandoscope --help   # Python (uv)
npx pandoscope --help   # Node — a launcher shim that bootstraps uv

Agent-native: install the repository as a Claude Code plugin to get the pandoscope-stamp skill:

/plugin marketplace add pandoscope/pandoscope
/plugin install pandoscope@pandoscope

Commands

pandoscope stamp [DIRECTORY]

Render the agentic-engineering-template scaffold into a project directory (wraps copier copy).

pandoscope stamp my-project \
  -d agentic_project_name="My Project" \
  -d agentic_repo_owner=me \
  --defaults

More commands land as the tool grows.

Glossary

Ubiquitous language lives in docs/glossary/, one file per term. Resolve a term and its transitive dependencies with uvx disambiguate <term>.

• The instrument: Pandoscope
• The actors: Principal, Pando, Pando cell, Org
• Building blocks: Pandoscope template, Org genome, Template stamp, Agent session
• Memory: Memory repo, Decision-memory, Session-memory, Evidence-memory, Decision record, Preference set, Record contract
• Decisions: Grilling