## (daily refresh, 1)

- aider: rotation re-verification, every cited reference live, stalled status unchanged (no commits since 2026-05-22, v0.86.0 still newest).
- ante: recorded v0.2.14 (October 21, native MiniMax provider, offline default port 9931) and v0.2.15 (October 23, authenticated remote MCP with headers and OAuth sign-in).
- atomic-agent: recorded v0.6.10 with desktop-v0.0.4 (October 21, Studio images and video pages, image.generate through OpenRouter).
- auto-dev: rotation re-verification, every cited reference live, JetBrains counters refreshed (Xiuper 660, Sketch 4,529), commit and release records unchanged.
- avante-nvim: tagged train at v0.4.6 (October 23) on release-engineering bodies only; v0.4.2 stays the newest feature release.
- copilot-cli: recorded the stable dist-tag reaching 1.0.103 (October 22) with the prerelease train at 1.0.104-2, and refreshed the monthly download window to 5,819,608.
- crush: recorded v0.98.2 (October 23): keanu theme, OpenRouter sticky-routing headers, OAuth re-sign-in fixes, parallel-tool-call crash fix.
- deepseek-harness: recorded the dsh-v0.2.1-rc.3 prerelease (October 23): More menus for plugin browsing, unsent-draft recovery, API-key adapter list refreshes.
- goose: recorded v1.56.0 (October 23): automatic thinking levels, resumable delegate subagents, GOOSE_MAX_CONCURRENT_SUBAGENTS, OSC 7501 status, IO Intelligence provider, Boa code-mode runtime.
- grok-build: rotation re-verification, every cited reference live (changelog still 403s to non-browser agents), npm train at v1.0.70 with stable and alpha converged, downloads 249,296, API prices unchanged.
- harness-feature-matrix: updated the LongHorizon-Harness reading paragraph for the v0.1.8 revival.
- jcode: recorded v0.99.1 (October 22): OpenAI rejected-tool-schema fix, TUI server-recovery, Muse login, Venice AI provider.
- juggler: recorded v0.7.8 (October 23): auto-retry for dropped connections and provider errors, Simplified Chinese translation.
- kilo-code: recorded v7.8.17 stable (October 23) after the v7.8.16 prerelease (HTTP(S)-only browser and MCP OAuth URLs), and jetbrains v7.1.12 (October 22).
- kimi-code: recorded the kimi-k3 output price cut on OpenRouter to $0.239/$10.80 (seventeenth move) and the kimi-k2.7-code cache-hit cut to $0.15, appended the Price history row.
- longhorizon-harness: rotation re-verification, every cited reference live, and recorded v0.1.8 (October 21) ending the eight-week release silence, rewriting Status, the silence caution, and the bottom line.
- mimo-code: rotation re-verification, every cited reference live, Token Plan and pay-as-you-go prices unchanged, push date refreshed, releases/latest marker now v0.1.15.
- oh-my-pi: recorded the npm train reaching 18.12.6 (October 21): Bedrock native compaction, OpenAI 12-hour cache retention, prompt-cache-persistent axis.
- om-o: recorded the train reaching v5.1.44 (October 23): senpi 2026.10.21-3 engine, incremental memory sync, first-prompt memory-read fix.
- omnigent: recorded v0.19.0 (October 20, MCP registry and gateway) and v0.19.1 (October 21, eMudhra CA-compromise dependency bump).
- openhands: recorded the train through v1.33.0 (October 23): verify-openhands --mars-web/--lock-to-cloud, pinned automations, MCP install options.
- pi: recorded v1.4.0 (October 21): image input for classifier models in codemode models.classify().
- qwen-code: recorded v0.26.0 stable (October 21): daemon skill and extension refresh, runtime-broker warm session creation.
- zerostack: rotation re-verification, every cited reference live, push refreshed to 2026-10-23, crates.io at 3,722 total, v1.8.5 still newest.
- harnesses: category index one-liners updated for the DeepSeek Harness rc.3 tag and the LongHorizon-Harness revival.
- anyjev: the 0.4.1 board's same-day regeneration (229 configurations) moved the L0 row from twenty-seventh to twenty-ninth at unchanged scores; the lm6q and Tacitus rows held seventh and eighteenth.
- anthropic-structured-outputs: rotation re-verification, all five references re-fetched live, the supported-model list unchanged since Haiku 5.5 joined.
- baml: the 0.22.3 nightly train continues through the 20261022 build (published 2026-10-23), pushed 2026-10-24, open issues 364, npm month 972,279 (ending 2026-10-22), still no stable 0.22.3.
- cua-s1: host pushes current to 2026-10-24, the cua-s1 component untouched, the host's cua-spacesd v0.8.0 release not touching it.
- decision-index: the 0.4.1 board regenerated the same day to 229 configurations with the named rows' ranks and scores unchanged (GLiDE V1.2 71.52 first, Jev 1.14 forty-first at 60.24).
- guardrails: pushed 2026-10-24 (branch activity), the default branch still holding at the August hub-retirement merge.
- instructor: monthly PyPI downloads re-read at 8,516,567, flat for a third consecutive check.
- jevbench: rotation re-verification with the boards moved to revision v1.7.47 (197 ranked open-weights, 44 API rows, Chon-1.0-12B the capability leader at 85.3 yet twenty-eighth by composite, H2O-Lightning-4B twelfth by capability, both Jev rows now unranked references with the API row fifteenth at 70.7) and the v1.7.0 protocol announced (a 10-second per-decision limit, landing not before 2026-10-24).
- kev: pushed 2026-10-23 (fine-tune-side fixes, no new checkpoint or release), Kev 27B still forty-sixth at 59.56 on the 229-row 0.4.1 board.
- laya: PyPI 0.4.14 (2026-10-23) carries #1315's 82 English function words into all four SDK ports and the integration fail-closed fixes; pushed 2026-10-23.
- nimble: the 0.4.1 board's same-day regeneration moved v3 from seventy-ninth to eightieth and v2 from 112th to 114th at unchanged scores; pushed 2026-10-24 (branch activity, no default-branch commit).
- ollaya: v0.17.0 (2026-10-23) and the library grown to twenty-six families with Ollaya's first-party coba and sura lines (both distilled from pplx-decider:flash); pushed 2026-10-24.
- outlines: rotation re-verification, all seven references re-fetched live, repository unchanged since 2026-09-21.
- semif: rotation re-verification, all seven references re-fetched live, repository unchanged since 2026-09-23.
- strands-decider-2b: pushed 2026-10-23 (release CI now publishing GitHub releases with the PyPI artifacts), the adverse 0.4.1 reading moved from rank 178 to 181 of 229 at unchanged 20.72.
- system1-arena: rotation re-verification, all five references re-fetched live, repository unchanged since 2026-10-16.
- tool-eval-bench: TandemLLM joined the recognized backends (2026-10-18 push), with the Retry-After, queued-request, and query-parameter fixes recorded.
- valen: serving consolidated into dual inference protocols (/v1/systemone and /v1/decisions on one head), the 2026-10-21 free no-key hosted decision API and docs site recorded (Pricing rewritten), the 2026-10-18 JevalKit toolkit and leaderboard, and three rows on the 0.4.1 Decision Index (4B 131st at 37.57, 2B 176th, 0.8B 193rd); pushed 2026-10-24.
- hybrid-execution: TypeChat's reopen trigger re-checked and unfired (no tagged release ever, npm still 0.1.4 of 2026-08-21), MoJev flat at 30 stars with no independent traction, drawgent still without a primary mirror; all three rejections stand.
- hybrid-execution: the feature matrix and category index re-synced (JevBench v1.7.47 cells, the 229-configuration Decision Index cells, the Ollaya 26-family cell, the push-signal maintenance cells, and the four stale one-liners).
- memory: basic-memory - corrected the registry-lag record: PyPI moved to 0.24.1 on 2026-10-23 in sync with the v0.24.1 tag, ending the two-month pin at 0.23.2.
- memory: claude-mem - recorded v15.0.2 (October 23): observer model calls disable reasoning by default so reasoning tokens stop consuming the output budget; npm in sync at 15.0.2; TeamBrain still unpriced on cmem.ai/pricing at re-fetch.
- memory: cognee - recorded the v1.6.6rc1 pre-release (October 23): Obsidian, Asana, and OneNote connectors, hardened Drive and Asana sync, breaking changes on dataset-delete history purging and run_info; v1.6.5 remains latest stable.
- memory: everos - recorded v1.5.0 (October 21, async ingestion via `async_mode` on /add, configurable embedding dims, startup index validation) and v1.5.1 (October 22, query-embedding concurrency default 4 to 16); PyPI in sync at 1.5.1.
- memory: funes - recorded v1.9.1 (October 20), a small maintenance release on the weekly train.
- memory: gbrain - recorded the release train's continuation to v0.60.422.0 (October 24, CI ceilings only, no memory behavior change).
- memory: hindsight - recorded v1.1.0 (October 21): server-side LLM and credential selection per call, Cloudflare Clef and OpenAI Decisions API decision-model providers, decision-model-ranked recall, webhook delivery ids; npm client downloads refreshed to 199,868.
- memory: memanto - rotation re-verification complete, every cited URL live; recorded v0.2.30 (October 23): `memanto connect` sets up the MCP server for Claude Code, Codex, Cursor, and GitHub Copilot with pre-approved tools; PyPI 0.2.30, npm lagging at 0.2.29.
- memory: memmachine - rotation re-verification complete, no facts changed (PyPI still 0.4.0, thin-discussion record unchanged).
- memory: memvid - rotation re-verification complete, no facts changed; registries still frozen at 2.0.160 and no push since 2026-07-14, now over three months quiet.
- memory: metaclaw - rotation re-verification complete, no facts changed; dormancy record holds (no push since 2026-06-07, no release since v0.4.1 in April).
- memory: okf-agent-memory - recorded v0.7.0 (October 20): bundle quality scorecards (0-100 with letter grades) and pre-pull quality gating via `--min-score` with atomic rollback.
- memory: openviking - recorded v0.5.2 (October 23): working memory off by default, LangChain integration split into `langchain-openviking`, session-privacy extraction with privacy-tree MCP tools, Pi extension tools renamed `openviking_*`.
- memory: plur - rotation re-verification complete, every cited URL live; recorded v0.22.0 (October 22) shipping the enterprise first-install command in @plur-ai/plur-enterprise and v0.22.1 (October 22) fixing stale sign-in cleanup; pricing still unpublished.
- skillspector: release train moved to v2.13.1 (2026-10-23), a patch on the v2.13.0 maintenance branch with three backported security fixes and false-positive fixes; repo state refreshed (164 open issues, pushed 2026-10-23) [glm-5.3-flash]
- skillopt: volatile refresh, the 2026-10-23 pushes landed three fix commits (Sleep harvest checkpointing, generated Codex replay exclusion, dsh 0.2.x executor bridge), main at 372 commits past v0.2.0 with 58 open issues and PRs [glm-5.3-flash]
- skills-md: volatile refresh, repo push moved to 2026-10-23, npm 0.10.83 unchanged, pricing re-verified unchanged at the repriced levels [glm-5.3-flash]
- snyk-agent-scan: volatile refresh, default branch pushed 2026-10-22 (managed-mode hooks installation fixes, certifi bump), v0.6.9 still the newest release [glm-5.3-flash]
- agent-native: npm stable crossed to 0.3.50 (dispatch at 0.40.39, published 2026-10-23), weekly downloads fell to 4,392 (window 2026-10-16 to 10-22), catalog re-counted at 24 skills unchanged [glm-5.3-flash]
- opencode-skills-and-plugins: rotation re-verification reversed the 2026-10-16 slash-command reading (the rewritten docs state OpenCode 1 uses no metadata keys for slash commands or auto-selection) and recorded the v2 skills redesign (autoinvoke opt-outs, @skill-id prompt loads, HTTP catalogs, single-file skills); host release v1.19.4, ecosystem count 43 plugins [glm-5.3-flash]
- skills-feature-matrix: the OpenCode explicit-invocation cell corrected and the frontmatter cell moved to partial on the doc reversal; no other cells moved [glm-5.3-flash]
- agent-skills-open-standard: rotation re-verification, every cited URL re-fetched live, all claims held [glm-5.3-flash]
- skills: rejected five VoltAgent/awesome-agent-skills additions (career-ops, placecall, vovk, slide-wright, cc-tree) on standing families [glm-5.3-flash]
- chonkie: refreshed repository activity (pushed 2026-10-23); PyPI 1.7.0 and 1,255,276 trailing-month downloads re-verified unchanged
- code-graph-rag: recorded PyPI 0.3.2 (2026-10-24, 34 releases total, the 0.3 line opening after the 0.2 line ended at 0.2.24) and refreshed the repository activity (pushed 2026-10-24, 538 open issues)
- docling: recorded PyPI 2.142.0 (2026-10-22) and 2.142.1 (2026-10-23, 231 releases total) and refreshed the repository activity (pushed 2026-10-23, 913 open issues)
- knowhere: rotation re-verification re-fetched every cited URL live (pricing, product and docs pages, self-hosted stack, Show HNs, PyPI squat all unchanged) and recorded releases v1.2.27 through v1.2.30 (2026-10-22 to 2026-10-24), pushed 2026-10-24
- langchain: refreshed the repository activity (17,059 commits, pushed 2026-10-24)
- lightrag: corrected the stale push date (pushed 2026-10-22) and aligned the open-issue count at 403 across sections
- llamaindex: refreshed the repository activity (pushed 2026-10-23, 1,051 open issues counting pull requests)
- open-codebase-index: recorded npm 0.38.0 (2026-10-23, 36 versions total) and a second consecutive trailing-month install decline (7,613 to 2026-10-12, 6,785 to 2026-10-18, 5,662 to 2026-10-22), pushed 2026-10-23
- pageindex: recorded the SDK train at 0.4.5 (2026-10-22) and 0.4.6 (2026-10-23, 52 releases total) and refreshed the repository activity (pushed 2026-10-23, 151 open issues)
- ragflow: refreshed the repository activity (pushed 2026-10-23, 1,337 open issues) and re-checked the advisory record unchanged at eight, v1.0.0-rc2 still latest
- unstructured: recorded PyPI 0.27.34 (2026-10-22, 246 releases total) and refreshed the repository activity (pushed 2026-10-24)
- r2r: rotation re-verification re-fetched every cited URL live (dormancy unchanged: docs 404, company site unreachable, PyPI 3.6.6, launch footprint unchanged, open issues 129 to 131)
- retrieval: refreshed the feature matrix maintenance row to 2026-10-24 (Code-Graph-RAG, Docling, Knowhere, open-codebase-index, PageIndex, Unstructured cells); no membership change

## (daily refresh, 2)

- gito: note created, admitted from the kodustech list scan, MIT PR reviewer on any provider including local models and coding-agent CLIs, 452 stars, 8 sources, no independent quality evidence found and stated
- code-review: matrix column added for Gito, thirteen to fourteen members
- coderabbit: rotation re-verified, all prices unchanged, Grok Build Plugin Marketplace and Cursor Origin listings added
- greptile: recorded the $50M Series B led by Menlo Ventures at a $750M valuation (October 19) and Pro's restructure to $1 per credit with no seat fees
- git-lrc: recorded v0.6.16 (local review server CSRF fix) and v0.6.17 (Go toolchain bump for GO-2026-6809)
- openqodex: recorded v0.14.0 (lockfile checks, outside advisories uncounted, graph query exports); npm weekly fell to 1,112, trailing month 6,941 adopted as the adoption window
- roborev: recorded v0.73.0 (test-value review type, Muse Code agent support)
- kodus: pushed October 23, four routine service releases, no material change
- qodo: pushed October 24, v0.48.0 still latest, no material change
- code-review: no credible dedicated code-review awesome list has appeared; kodustech/awesome-ai-code-review stale since 2026-06-28
- context7: recorded the Admin MCP server (second remote endpoint for teamspaces, libraries, rules, Docs7 and Ask sites, 2026-10-23), ctx7 0.8.2, SDK 0.6.0, and the trailing-month npm figure (2,508,160 to 2026-10-22)
- graft: recorded the renamed npm package at v0.25.0 (skill folders, skill-run reporting, learning-sync fixes) and refreshed growth numbers; Trail Brain pricing re-verified unchanged
- graphify: recorded releases v0.9.94 and v0.9.95 (a two-release security pass on ingestion and install) and refreshed volatile numbers; hosted plans re-verified unchanged
- wrenai: recorded Apache Ossie joining the context import/export surface and wren-core-py 0.8.2 (DISTINCT ON fix); volatile numbers refreshed
- repowise: rotation re-verification, every cited URL re-fetched with claims unchanged, volatile numbers refreshed
- rtk: rotation re-verification, every cited URL re-fetched with claims unchanged, stable still v1.0.1 with dev-1.1.0 at rc.573, volatile numbers refreshed
- augment-code: rotation re-verification, every cited URL re-fetched with claims unchanged, blog still ending at the October 8 acquisition announcement
- context-engines: matrix cells updated for Context7 delivery (Admin MCP) and Repowise languages (26 to 28); no membership change
- context-engines: entroly, headroom, jevgrep, repomix, and sol-pi re-checked on push signals, nothing new to record
- context-engines: mapped source unchanged since its 2026-10-22 check, scan carried over, no new entrants
- airut: recorded the v0.27.1 release (2026-10-24); README architecture claims and counters re-verified unchanged
- claude-code-action: fully re-verified in rotation with every cited URL re-fetched; release train moved to v1.0.261 (2026-10-23), the v1 announcement still holds the Latest badge, counters refreshed
- run-gemini-cli: fully re-verified in rotation with every cited URL re-fetched; the stalled action repo holds (last push 2026-08-21, releases stopped at v0.1.22), counters refreshed
- github-agentic-workflows: release train refreshed to v0.93.3 (2026-10-24, prerelease) with v0.93.2 (October 23) the newest stable; no new advisory since the October 14 batch and the README notice still live
- trigger-dev: recorded the v4.8.0 and v4.8.1 releases (both 2026-10-23), current version moved from v4.7.6
- claude-code-hooks: the 33-event surface, five handler types, fail-open if-filter, and matcher version-gating re-verified against the live reference
- n8n: counters re-verified (61.2k forks, pushed 2026-10-24)
- rivet-agents: v0.5.3 still the newest release, counters re-verified
- executions: no credible dedicated entrant source appeared; matrix, index page, and membership verified matched at twelve
- protocols: acp SDK train moved to Rust 3.5.0 (2026-10-22) and TypeScript 2.0.1 then 2.0.2 (2026-10-22/23), both bug-fix releases after the breaking 2.0.0; agents list re-counted at 46
- protocols: uhp implementing product's v0.36.0 went stable (2026-10-23) and the train reached v0.36.3 (2026-10-24), spec unchanged at its 2026-10-19 fifth version
- protocols: ag-ui downloads refreshed (core 9,514,765 plus client 5,567,762 in the month ending 2026-10-22); release/2026-10-21 and the 1.0.3 SDKs unchanged
- protocols: agent-host-protocol figures refreshed (crate 322,294 lifetime, npm 617,300 for 2026-09-24 to 2026-10-23); the note's missing 2026-10-22 Changes bullet restored
- protocols: anp re-verified from the release train (v1.2 still latest, pushed 2026-10-22); spec hub agent-network-protocol.com hung unreachable all run
- protocols: a2ui pushed 2026-10-24 with the release train and spec table unchanged
- protocols: mcp rotation re-verification, spec revision re-confirmed at 2026-07-28, no dead sources
- protocols: a2a rotation re-verification, spec still v1.0.1, CLI train still v0.3.1, no dead sources
- protocols: matrix prose figures refreshed (AG-UI about 15.1M combined downloads month ending 2026-10-22, AHP roughly 940k combined as of 2026-10-24)
- people-and-publications: armin-ronacher - added Pi 1.0 and the Pi Durable package (2026-10-01) to Status with the announcement as a reference, and the Pricing section (output free).
- people-and-publications: andrej-karpathy - identified the Bear blog's intermittent 404s as client-dependent serving; post list and GitHub record unchanged.
- people-and-publications: indydevdan - Monday streak to 19 through the 2026-10-19 Pi Durable news-agent video; Pricing and Price history added ($299 phase 1, $599 phase 2, as of 2026-10-24).
- people-and-publications: owain-lewis - latest upload now the 2026-10-12 production-workflow video (18 uploads); recorded the $67/month Skool community funnel and the first Google Cloud sponsorship; Pricing and Price history added.
- people-and-publications: matrix cadence and commercial-model cells synced to the indydevdan and owain-lewis revisions.
- protocols: the awesome-mcp-servers 2026-10-23 wave's memory-server cluster resolved at coordinator level on the memory category's 294-star thin-tail floor: open-memex (6 stars), MemCore (1), swarmmemo (2), IHMT-MEMORY (38), compound-memory (1) rejected, and synapse-memory and alethech unverifiable (404); reopen on traction or coverage
- protocols: agentkitai/agentlens (24 stars, pushed 2026-10-18, tamper-evident audit log) rejected at coordinator level on the thin-record profile, far below every candidate category's floor with no coverage; reopen on traction or independent coverage
- protocols: gmansystems/add-agent-stack-directory rejected as a directory listing under the content family
- protocols: ANP's spec hub agent-network-protocol.com unreachable this run with v1.2 confirmed from the release train; re-test before treating the source as dead
- people-and-publications: the Pricing-section question rides the existing queue line; three rotation fixes this run leave 14 notes without the section, update appended to the queue

## (daily refresh, 3)

- openharness: note created, admitted from the 2026-10-23 cross-category handoff on the standalone-ADE precedent, Autonomous's free MIT native command center running fourteen existing coding CLIs in tmux panes and worktrees across end-to-end-encrypted linked machines with phone, web, and desk-device clients, 1,358 stars as of 2026-10-24, launch echo only (Product Hunt mid-October, 213 upvotes seven hours in per Reveneau), vendor-only benchmarks stated
- openharness: recorded the $149 Harness Device and $299 Harness Pro desk hardware beside the free app, Price history seeded
- swarm-orchestrator: note created, admitted from the code-review worker's handoff as an orchestration kind (the v12 PR auditor is a different program by its own README), the solo-maintained evidence-carrying coding agent with worktree workers, merge queue, and offline-verifiable signed bundles, npm 14.4.0 with the README lagging at 13.1.9, 112 stars and 672 downloads in the month to 2026-10-22 with zero independent coverage stated
- orchestration: feature matrix extended to seventy-seven columns with both notes in sorted position, counts and enumeration updated, a reading paragraph added, two choosing entries, and the new columns' references
- orchestration: category index entries added for both, list at seventy-seven, Changes appended
- bifrost: repo pushed 2026-10-24, releases still through the 2026-10-20 patches, description unchanged.
- experiential: repository and org live again after the 404 stretch (2026-10-10 through at least 2026-10-16), pushed 2026-10-24; PyPI at 0.7.218, 221 releases.
- experiential: pricing page rebuilt into flat plan prices, Free $0, Pro $20, Max $200, Ultra $2,000 with fixed credit grants (500/2,000/20,000/200,000 credits at 1¢), DeepSeek V4.1 Flash, GPT-6 Luna, and Jev at no per-token charge on every plan, the credit ladder, first-2,000-credit cap, and discount band schedule gone; price history row appended.
- litellm: repo pushed 2026-10-24; releases and PyPI unchanged (v1.106.2 latest, v1.107.0-rc.2 train head).
- magnitude: repo pushed 2026-10-24, nothing new past @magnitudedev/cli@0.2.10.
- llm-gateway: repo pushed 2026-10-24, v1.22.0 still latest.
- localai: security-only patch v4.12.1 (2026-10-23) hardened the external URL policy against SSRF; repo pushed 2026-10-24.
- ollama: v0.40.10 (2026-10-23) added NVIDIA Nemotron 3.5 Bolt E4B (Gemma 4-based vision-language model, 128K context, DFlash drafter); v0.40.11-rc0 cut 2026-10-24.
- kimi-code: kimi-k3's seventeenth recorded OpenRouter move, main listing output $11.936 to $10.80 with input $0.239 held, Relace taking the input floor at $0.2023/$7.70, kimi-k2.7-code's cache leg down to $0.15; price history row appended.
- openrouter: pricing page re-verified unchanged as of 2026-10-24 (5.5% Standard, 8% Business, BYOK $25,000 then 5%).
- openrouter: section-root -pro flag resolved, the serving-tier fact has been in the note body since 2026-10-23 with its own Changes bullet, evidence re-verified live (gpt-6.1-sol-pro priced identically to gpt-6.1-sol at $2/$10, created timestamps 4 seconds apart, OpenAI flex/fast/ultrafast and Azure endpoints with dated snapshots).
- model-access: link, front-matter, matrix, and category-index checks clean; membership unchanged.
- cross-category: ivy-tendril - carried candidate resolved: admit to orchestration, note not written (cross-category is report-only, coordinator to route)