PLwC
by mhoedt-ai
README.md
# PLwC — Personality Layer with Conscience
<p align="center">
<img src="plwc-icon-512.png" alt="PLwC Gateway logo" width="192">
</p>
PLwC is a governed MCP gateway for Claude Desktop and compatible local MCP
clients. It exposes **one visible MCP server**, routes all capabilities through
policy and governance checks, and provides workspace, document, sandbox,
profile, reflection and audit-oriented controls.
## Status
- Current status: **Open Beta**, based on `v0.2.0-rc18.dev9`.
- This repository is the privacy-filtered public Open Beta snapshot. Private
development history, local evidence, real profiles and workspace data are
intentionally not included.
- `v0.2.0-rc18.dev9` combines `PR-005` privacy-filtered packaging with
`RC18-ALIAS-001`: reflection marker/trust inputs are English-first while
preserving PBA2 canonical storage.
- Readiness audit result: **RC_READY_WITH_NOTES**.
- This is **not** a final public release.
- The latest package-, Desktop- and Odysseus-smoked open beta package is
`v0.2.0-rc18.dev9` with verdict `PASS`.
- The packaged MCPB is **not signed**.
PLwC is not production-certified. It is local infrastructure under
active development.
## What PLwC does
- Exposes exactly **one** visible MCP server: `plwc-gateway`.
- Provides exactly **eight** public facade tools (see below).
- Controls workspace operations (read / write / search / move / rename
/ exact replace / batch read).
- Creates and reads `DOCX`, `XLSX`, `PPTX` and `PDF` artifacts.
- Inspects, extracts, merges, splits and rotates PDFs.
- Inspects, extracts and creates ZIP archives with bounded safety
limits.
- Reads workspace raster images and returns them as MCP image content
blocks (PNG, JPEG, WEBP, first-frame GIF).
- Runs sandboxed Python and Shell snippets through Docker, with no
silent fallback to a host shell.
- Manages profiles, reflection writes, memory and persona governance,
and Governor `plan` / `apply` flows including
`reflection_condensation` with `plan_id` apply.
- Blocks protected profile and governance paths from direct workspace
writes.
- Emits structured local audit events for high-risk operations.
## Public tools
PLwC v0.2 exposes exactly these eight public facade tools:
| Tool | What it does |
|---|---|
| `plwc_status` | Reports gateway, sandbox, and profile runtime state; generates a ready-to-paste Claude Desktop config snippet. |
| `plwc_describe` | Returns a self-description of all supported tools, operations, plan types, and capability boundaries — the single source of truth for what PLwC can do in the current session. |
| `plwc_profile` | Loads, inspects, and activates profiles; compiles the configured profile into the active session context. |
| `plwc_reflection` | Writes governed reflection entries to `reflection.md` with semantic validation — rejects pure technical logs and requires a reusable user, collaboration, or system insight. |
| `plwc_governor` | Two-stage plan / apply flow for promoting insights to `memory.md` or `PERSONA.md`, condensing stale reflection candidates, and creating new profiles — all requiring explicit confirmation before any write. |
| `plwc_sandbox_run` | Executes Python or Shell snippets in an isolated Docker container with no network access and no silent fallback to a host shell. |
| `plwc_workspace_operation` | Reads, writes, lists, searches, copies, moves, and renames files within configured workspace roots; includes binary and base64 paths and an exact-replace mode. Delete is not public. |
| `plwc_document_operation` | Creates and manipulates DOCX, XLSX, PPTX, and PDF files; inspects, merges, splits, rotates, and extracts text from PDFs; handles ZIP archives; reads workspace images as MCP image content blocks. |
The 19 individual public tool names from earlier scaffolds
(`plwc_compile_profile`, `plwc_write_workspace_file`,
`plwc_governor_plan`, `plwc_write_reflection`, ...) are **no longer
public** in v0.2. Their behavior is reachable through the eight facade
tools above via `operation` / `scope` / `lang` dispatch parameters.
## Document capabilities
- DOCX Creation V2 (layouts, styles, runs, lists, tables, images,
page breaks).
- XLSX Creation V2 (multi-sheet, formatting, formulas-as-written
(not executed), freeze panes, boolean `auto_filter`, merges).
- PPTX Creation V2 (five slide layouts, content elements, tables,
images, slide sizes, plain-text speaker notes).
- PDF Creation V2 (layout-PDF builder with A4/A5/landscape/custom page
sizes, headings, paragraph runs, bullet/numbered lists, tables,
images, explicit page breaks).
- `read_image` (governed workspace image reads).
- ZIP create / inspect / extract.
- PDF inspect / extract / merge / split / rotate / extract_pdf_text.
## Security model
- One visible gateway server. No bypass MCP servers are exposed.
- Protected profile and governance files (`PERSONA.md`, `memory.md`,
`reflection.md`, `governance/config.yaml`, ...) cannot be edited
through workspace operations.
- Workspace operations are scoped to configured roots; parent
traversal, absolute host paths, UNC paths and protected segments are
rejected.
- Docker-backed Python and Shell sandbox; **no silent host-shell
fallback**.
- Fail-closed behavior on missing engines, missing Docker image, or
policy denial.
- No external URL fetching for document assets (PDF V2, PPTX V2 and
DOCX V2 image paths must be workspace-relative).
## Known limitations
The following are intentionally **not implemented** in v0.2:
- No OCR.
- No PDF redaction.
- No digital signing.
- No form filling or form creation.
- No PDF/A claim.
- No LibreOffice or Pandoc conversion.
- No macro execution (no `.docm` / `.xlsm` / `.pptm` generation).
- No external URL fetching, no network access at runtime.
- No JavaScript in PDFs.
- No HTML/CSS rendering pipeline.
- No final-release claim yet.
## Installation
For step-by-step installation, see
[`docs/QUICKSTART_CLAUDE_DESKTOP.md`](docs/QUICKSTART_CLAUDE_DESKTOP.md).
For full installation context, prerequisites and configuration
options, including local GPT and Odysseus stdio setup plus hosted ChatGPT
web/custom-app status, see [`docs/INSTALLATION.md`](docs/INSTALLATION.md).
## Documentation
- Program and software description (Dev 9 Open Beta):
[`docs/PROGRAM_AND_SOFTWARE_DESCRIPTION_OPEN_BETA.md`](docs/PROGRAM_AND_SOFTWARE_DESCRIPTION_OPEN_BETA.md)
- Install / quickstart: [`docs/INSTALLATION.md`](docs/INSTALLATION.md),
[`docs/QUICKSTART_CLAUDE_DESKTOP.md`](docs/QUICKSTART_CLAUDE_DESKTOP.md)
- Tool reference: [`docs/TOOLS.md`](docs/TOOLS.md)
- Project scope: [`docs/PROJECT_SCOPE.md`](docs/PROJECT_SCOPE.md)
- Security model and protected boundary:
[`docs/SECURITY_MODEL.md`](docs/SECURITY_MODEL.md),
[`docs/SAFE_MODE.md`](docs/SAFE_MODE.md)
- Onboarding / profile setup:
[`docs/ONBOARDING.md`](docs/ONBOARDING.md),
[`docs/FIRST_RUN.md`](docs/FIRST_RUN.md)
- Configuration and troubleshooting:
[`docs/CONFIGURATION.md`](docs/CONFIGURATION.md),
[`docs/TROUBLESHOOTING.md`](docs/TROUBLESHOOTING.md)
- Open beta / external testing - **start here:**
[`BETA_TESTING.md`](BETA_TESTING.md). Details:
[`docs/EXTERNAL_TESTER_GUIDE.md`](docs/EXTERNAL_TESTER_GUIDE.md),
[`docs/EXTERNAL_TEST_PLAN.md`](docs/EXTERNAL_TEST_PLAN.md),
[`docs/BUG_REPORT_TEMPLATE.md`](docs/BUG_REPORT_TEMPLATE.md),
[`docs/GITHUB_BETA_WORKFLOW.md`](docs/GITHUB_BETA_WORKFLOW.md)
- Audit behavior: [`docs/AUDIT_LOG.md`](docs/AUDIT_LOG.md)
## Support
If PLwC helps you, you can support development via Ko-fi:
https://ko-fi.com/mhoedtai
Ko-fi support is voluntary and not required to use PLwC.
## License
PLwC is licensed under the Apache License 2.0. See [LICENSE](LICENSE).
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Maintenance
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