8000 docs: list the prompt-injection layers and the setup budget as built by adeelahmad · Pull Request #349 · adeelahmad/lense · GitHub
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docs: list the prompt-injection layers and the setup budget as built - #349

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claude/project-thread-13qujm
Oct 11, 2026
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Requested by Adeel · project thread

Description

Before: the README listed flagging instruction-like text (#329), asking before the browser acts on what the assistant wrote (#333) and the budget in setup (#281) under "In progress", though they merged, and didn't mention #338, #343, #344 or #347.

After: "Stay private and safe" describes the prompt-injection layers: text marked as data, instruction-like text flagged by free patterns or an optional local classifier fetched only when picked (#329, #347), sending out or the browser acting waits for a yes (#309, #333), chat-room answers have self-built links broken up (#338), agents get the archive as data over MCP (#343), and what was caught goes into the audit log (#344). "See what it costs" adds the overall budget with soft and hard limits that setup asks for after a cloud model (#281). "In progress" drops what merged and adds #337, #341 and #346.

Motivation and Context

Keeps the README honest as PRs merge, per Adeel's ask to update the README and feature list.

Types of changes

Documentation only.

Checklist:

  • The title is a Conventional Commit.
  • My code follows the code style of this project.
  • I added or updated tests. (n/a: text only)
  • Docs updated; mkdocs build --strict clean locally.
  • Changelog entry (n/a: no behaviour change)

Done questions (AGENTS.md)

  • Goal: README matches what is merged; merged on green.
  • Agents: n/a, docs only.
  • Zero setup: n/a.
  • Fewest clicks: n/a.
  • Configurable: n/a.
  • Light: n/a; the classifier is described as fetched only when picked.
  • Private and secure: n/a.
  • Cost: n/a.
  • User decides: n/a.
  • Upgrades: n/a.
  • Honest: only merged work listed as built; open PRs labelled in progress.
  • Tests, docs and generated files: docs build strict.
  • Open standards; dependencies unchanged.
  • Reported in the project thread. Refine later: keep moving items as the remaining PRs merge.

🤖 Generated with Claude Code

https://claude.ai/code/session_01HDx7PPUauyjMn1LZs8JAsS


Generated by Claude Code

"Stay private and safe" now covers flagging instruction-like text (patterns or the optional local classifier, #329,
#347), asking before the browser acts on what the assistant wrote (#333), breaking up links in chat-room answers
(#338), the archive as data over MCP (#343) and the audit log of what was caught (#344). "See what it costs" adds the
overall budget asked for in setup (#281). "In progress" drops what merged and adds #337, #341 and #346.

Co-Authored-By: Claude Opus 5.5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01HDx7PPUauyjMn1LZs8JAsS
@adeelahmad
adeelahmad merged commit 0587117 into main Oct 11, 2026
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@adeelahmad
adeelahmad deleted the claude/project-thread-13qujm branch October 11, 2026 00:44
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