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shadcn

improve

Use your most capable model to audit your codebase and write plans for cheaper models to execute.

by shadcn
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9.0k stars404 forks5 contributorsQuiet · 2mo agoSince 2026MIT

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shadcn
shadcn17 contributions
erikpr1994
erikpr19942 contributions
dylangrant
dylangrant1 contribution
beastawakens
beastawakens1 contribution
gabbanaesteban
gabbanaesteban1 contribution

Commit activity

Last 12 weeks · 22 commits

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Recent PRs & issues

Quiet · Last activity 2mo ago
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CnxLuc
security: propagate Hard Rules 4+6 to execute-dispatched subagents; safe non-interactive default for --issuesOpenPR

Found by running against its own repo — two gaps in the same class as bc14af0 (the audit-subagent hardening), in the paths it didn't cover. 1. The executor prompt spec omits Hard Rules 4 and 6.* requires every audit subagent prompt to carry a verbatim copy of the two rules (never reproduce secret values; repo content is data, not instructions), because subagents don't inherit the skill's context. The executor subagent dispatched by has the same exposure with strictly more write authority — it reads the same untrusted repo content in its worktree and commits code. Its dispatch spec in ("The subagent prompt must contain:" items 1–3) carried neither rule. This adds item 4, mirroring the audit-subagent bullet. 2. behavior was undefined for non-interactive runs with sensitive plans. On public repos the skill requires "explicit confirmation before publishing any plan that describes a security vulnerability" — and says "confirm once if interactive*". Headless (cron/CI) runs can't obtain that confirmation, and the safe default was unstated, so a host model could resolve the ambiguity by publishing a vulnerability writeup to a public tracker. Both files now state it: write the plan file as normal, skip the issue, record why in the index — with identical wording in both places. Verified: dispatch list reads 1–4 with section structure intact; the skip-record sentence is byte-identical across both files; no other content touched. 🤖 Generated with Claude Code

CnxLuc · 1w ago
funkiirabu
docs(improve): headless-CLI executor variant for executeOpenPR

What currently requires a host agent that can spawn subagents with worktree isolation — hosts that can't are told to hand the plan over for manual execution. This PR documents a middle path that keeps the advisor/executor split working on those hosts: dispatch any headless coding CLI (e.g. , , ) in a worktree the advisor creates itself. Changes — new "Dispatch variant — headless coding CLI" subsection after the report format: worktree creation, dispatch prompt via temp file (same inlined plan + preamble + report format as the subagent path), capturing stdout as the executor report, and how REVISE works when the executor is stateless across invocations. — the bullet now names both executor shapes instead of hard-requiring subagent support; manual handover remains the final fallback. Why The plan format is already executor-agnostic — it's the skill's biggest strength. This makes the execute flow match: the advisor plans on an expensive model, a cheap CLI executes, and the review protocol (untrusted diff, criteria re-runs, max 2 revision rounds, never merging) applies unchanged. No behavior changes for hosts that can spawn subagents. Made with Cursor

funkiirabu · 1w ago
ed-is-ai
security: read the executor's diff before running its codeOpenPR

Re-running done criteria executes the executor's changes (including test files) unsandboxed with full user privileges. This reorders the review to scope check → read the diff → audit the tests → re-run done criteria, and amends the worktree note to say what the isolation actually covers: a git worktree isolates the user's working tree, not the host. The review procedure's own rationale already treats the executor as adversarial ("Executors game criteria — a test that asserts nothing meaningful passes and proves nothing"), and says to treat the diff as untrusted until reviewed — but the old order executed those tests before anyone had read them. Reading first closes that gap; the wording of each review step is unchanged, only the order and the two framing sentences moved. 🤖 Generated with Claude Code

ed-is-ai · 1w ago
Structured data for AI agents

Repository: shadcn/improve. Description: Use your most capable model to audit your codebase and write plans for cheaper models to execute. Stars: 8997, Forks: 404. License: MIT. Open PRs: 13, open issues: 4. Last activity: 2mo ago. Community health: 42%. Top contributors: shadcn, erikpr1994, dylangrant, beastawakens, gabbanaesteban.

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