OnlyTerp

Ladder-aware Cline Anthropic caching — verify the rolling read/write ladder on the wire, then add the tools breakpoint and tune TTL. Updated for the 2026-08 AI-SDK monorepo.

Ladder-aware Roo Code Anthropic caching — verify the rolling read/write ladder on the wire, then close the real gaps (Vertex 4-block budget, MiniMax path).

Ladder-aware Continue Anthropic caching — verify the rolling ladder on the wire, then enable it by default and add TTL coverage.

Aider uses 5min TTL by default and works around long pauses with keepalive pings. Wire up the 1h TTL beta instead.

Aider's --cache-prompts is off by default. Flip it on for supported models.

Cline OpenAI native provider sends no prompt_cache_key. Add a stable per-task key so cached_tokens stops being zero.

Cline's system prompt includes a timestamp that may be recomputed per request, invalidating the system-prompt cache.

Continue's prompt caching is opt-in via config and off by default. Flip the default to systemAndTools.

Prepare a 1-page brief for an upcoming meeting by combining calendar context, recent threads with attendees, and relevant docs

Build human-readable release notes from a range of commits or merged PRs

Weekly LLM cost breakdown by provider / gateway / skill, posted to private DM

Sweep inbox (email + Slack + Telegram DMs) and produce a prioritized action list with suggested replies

Produce a weekly "What's new in Hermes" digest by summarizing merged PRs + active issues from NousResearch/hermes-agent

Run `hermes backup`, encrypt, upload to remote storage, prune old backups

Classify inbound Telegram DMs, autoreply low-stakes, escalate high-stakes to you

Audit dependencies across configured repos for security advisories, open triage issues

Use ast-grep for structural (AST-aware) code search and refactoring instead of plain ripgrep when the intent depends on code structure — not just text matching. Triggers on refactors, codemods, "find all X that don't Y", or any search where naive grep would…

Guides proactive /compact usage with preservation instructions to prevent context rot in long Cascade sessions. Triggers when context reaches ~50% of window, before large tool outputs, or when the user mentions "context", "compact", "drift", or "forgetting".

Use when any non-trivial task (>20 LOC or >1 file) would otherwise be done without a persistent plan. Produces and maintains a markdown plan file that survives session compaction and restarts. Based on the Manus-style planning pattern popularized by…

Turn a feature branch into a clean, reviewable PR. Squash WIP commits, polish messages, verify green checks, draft PR description. Invoke right before opening a PR.

Scan a diff, branch, or working tree for leaked secrets, API keys, tokens, private keys, and PII before commit. Blocks the operation on CRITICAL findings, warns on MEDIUM. Pairs with the pre_commit hook.

Fill test coverage gaps to hit the project's target (AGENTS.md says ≥80% on src/). Reads existing tests to match style, prioritizes public-API and error paths, runs the suite after every batch.

Read the project wiki (vault/) before starting any non-trivial task. Surfaces relevant decisions, ownership, incidents, and glossary entries for the task at hand.

Maintain the project wiki in vault/. Use at the end of any session that produced a decision, fact, or state change. Extracts entities, updates topic pages, adds cross-links, never deletes. Pairs with the post_cascade_response_with_transcript hook.

Reverse-engineer a website into an evidence-cited "dossier" so you can build or update a site adapter in one shot. Use this whenever the task is to ADD or UPDATE support for a site/terminal in an extension or scraper — a new memecoin terminal (GMGN, Padre,…

How to load and end-to-end test the PaperTrench Manifest V3 Chrome extension on Windows

GPU-native real-time screen capture via DXGI Desktop Duplication. Gets frames from the GPU compositor, uses DXGI dirty-rect metadata as change hints, refines coalesced rectangles into readable crop PNGs, and emits WSL-usable JSON paths. Use to watch the…