Files
shannon/llms.txt
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George FloresandClaude Opus 5 af1ed2a563 README update
Documentation pass over the README and supporting docs, incorporating the
Aug 19 review with Parathan.

README:
- Dark/light banner and Discord/Keygraph buttons via <picture>
- Add a Common Questions section at the bottom of the page
- State one consistent position on model support and provider breadth
- Name the OpenAI Responses API alongside Chat Completions
- Frame local and self-hosted models as technically supported but not
  recommended, since capability varies once the harness opens every
  provider and model
- Describe SARIF as machine-readable output rather than a CI feature

Docs:
- ai-providers: drop the Claude-preference claim; explain that capability
  varies and the model should be evaluated against your own targets
- configuration: correct rating semantics stale since v2.2.0, since
  severity is now recorded in both exploitative and analysis-only runs
- safety: reframe the model-support caveat in the same terms
- worker: correct the stale rationale on the SARIF analysis-mode gate

CI/CD documentation is intentionally omitted until the GitHub Marketplace
action lands, so the README does not ship a hand-rolled npx wrapper that
is about to be replaced.

llms.txt and llms-full.txt regenerated from source, with one deliberate
exception: the "Is Shannon free?" and "Is Shannon free for startups and
nonprofits?" questions are kept in the llms-full.txt copy of the README
but not in the README itself. That section exists for agents, so a naive
regeneration of llms-full.txt would drop them; re-add them if you rebuild
the file from source.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-19 18:26:34 -07:00

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# Shannon
> Shannon is an autonomous AI pentesting project by Keygraph. This repository contains Shannon, the AGPL-3.0 open-source white-box pentesting CLI. The Keygraph platform is Keygraph's commercial continuous pentesting and AppSec platform.
Use this file as the concise entry point for AI agents and LLMs reading this repository. For a single combined context file, use [llms-full.txt](llms-full.txt).
## Start Here
- [README](README.md): Main project overview, editions, quick start, Shannon capabilities, Keygraph platform positioning, common questions, safety notes, licensing, and support links.
- [Full Combined Context](llms-full.txt): README and documentation combined into one file for agents that need maximum local context.
## Shannon
- [Development](docs/development.md): Source-build workflow, common CLI commands, repository paths, and output locations.
- [Configuration](docs/configuration.md): Authenticated testing, login flows, rules of engagement, report filters, credential precedence, and rate-limit settings.
- [AI Providers](docs/ai-providers.md): Anthropic, OpenAI, xAI, AWS Bedrock, any other Pi-supported provider, and custom gateway setup.
- [Platforms and Networking](docs/platforms.md): Windows/WSL2, Linux, macOS, Docker networking, local applications, and custom hostnames.
- [Workspaces and Resuming](docs/workspaces.md): Workspace storage, naming, resuming interrupted scans, and examples.
- [Safety and Limitations](docs/safety.md): Authorized-use requirements, non-production guidance, mutative effects, model caveats, scope limits, cost, and performance.
- [Coverage and Roadmap](docs/coverage-roadmap.md): Current Shannon coverage and roadmap direction.
## Keygraph Platform
- [Keygraph platform](docs/keygraph-platform.md): Commercial continuous pentesting and AppSec platform, including black-box and white-box pentesting, parsed-code SAST, source-to-sink analysis, remediation workflows, CI/CD gating, SLA tracking, reporting, and enterprise deployment.
## External Links
- [Keygraph website](https://keygraph.io): Company and commercial product information.
- [Keygraph demo](https://cal.com/team/keygraph/shannon-pro): Demo and trial contact path.
- [Community Discord](https://discord.gg/cmctpMBXwE): Community support and discussion.
## Optional
- [Sample Juice Shop report](sample-reports/shannon-report-juice-shop.md): Shannon sample report for OWASP Juice Shop.
- [Sample c{api}tal API report](sample-reports/shannon-report-capital-api.md): Shannon sample report for c{api}tal API.
- [Sample crAPI report](sample-reports/shannon-report-crapi.md): Shannon sample report for OWASP crAPI.