## (daily refresh, 1)

- assistant-runtimes: open-webui - recorded v0.12.4 (2026-10-25, opt-in skill lazy loading, compaction surfaced and extended in chats, administrator control hiding, MCP 2026-07-28 support, and unlisted security fixes pending CVE assignment), with rotation re-verification and refreshed adoption numbers
- assistant-runtimes: zeroclaw - rotation re-verification: every cited URL re-fetched live, v0.8.6 confirmed still the latest release, open issues refreshed to 1,060
- assistant-runtimes: hermes - adoption numbers refreshed (51,167 open issues, pushed 2026-10-26); Portal tiers re-checked unchanged (Free $0, Plus $20, Super $100, Ultra $200)
- assistant-runtimes: nanobot - adoption numbers refreshed (867 open issues, pushed 2026-10-26)
- assistant-runtimes: nanoclaw - adoption numbers refreshed (1,024 open issues, pushed 2026-10-26)
- assistant-runtimes: openclaw - adoption numbers refreshed (7,845 open issues as of 2026-10-26)
- assistant-runtimes: openworker - adoption numbers refreshed (pushed 2026-10-26)
- assistant-runtimes: qwenpaw - adoption numbers refreshed (1,142 open issues and PRs, pushed 2026-10-26)
- assistant-runtimes: anything-llm - adoption numbers refreshed (351 open issues, pushed 2026-10-25); Cloud tiers re-checked unchanged (Basic $50, Pro $99, Enterprise custom)
- assistant-runtimes: private-gpt - open issues-and-PRs count refreshed to 12
- assistant-runtimes: openwork - pricing re-checked unchanged (the seventeenth-churn state holds: Free $0 with free Cloud for up to 5, Team $10, Enterprise custom, grandfather clause present, no add-ons)
- assistant-runtimes: matrix status cells moved (Open WebUI to v0.12.4, ZeroClaw to 1.1k open issues), stars row left at its 2026-10-14 counts
- autokernel: corrected the star-history chart markup (the light-theme source carried the dark-theme parameter).
- deepanalyze: corrected the star-history chart markup (the light-theme source carried the dark-theme parameter).
- karpathy-autoresearch: corrected the star-history chart markup (the light-theme source carried the dark-theme parameter).
- autoresearchclaw: corrected the star-history chart markup (the dark-theme source was missing the theme=dark parameter).
- autocontext: moved the status to the October 24 security and dependency commits on main (the note had main frozen at 2026-09-29).
- kapso: moved the status to the October 25-26 feature-branch pushes (wp6-observability, wp3-experience); main and the release train unchanged.
- local-deep-research: moved the status to the October 26 push; releases and PyPI still at v1.10.7.
- mole: moved the status to the October 25 unreleased verifier, executor, and budget fixes on main; v0.2.1 still latest.
- openresearch: moved the status to the October 26 OpenCode-facing fixes and the issue count to 141; v0.2.21 still latest.
- dexter: rotation re-verification, status unchanged, every cited URL re-fetched live.
- agent-laboratory: rotation re-verification, status unchanged, every cited URL re-fetched live.
- aiscientist: rotation re-verification, status unchanged, every cited URL re-fetched live.
- futurehouse-robin: rotation re-verification, status unchanged, every cited URL re-fetched live.
- nanoresearch: rotation re-verification, status unchanged, every cited URL re-fetched live.
- automated-research: chart-markup check clean across all 28 picture blocks after the fixes; matrix and index verified against the 32-member category, no membership change.
- qodo: recorded v0.49.0 (October 25), the host-only hardening continued (GitHub polling allowlist, litellm.extra_headers, flipped Jira default), gpt-6.1-sol default, doctor command, --json-output; rotation re-verified, every cited URL live, prices unchanged, badges refreshed
- kodus: volatile re-check, push moved to October 26 with no release after selfhosted-2.2.6
- openqodex: volatile re-check, pushed October 26 with no release after v0.14.0, npm figures held (1,112 weekly, 6,941 trailing month)
- roborev: volatile re-check, push moved to October 26 with v0.73.0 still the latest release
- graphite-diamond: rotation re-verified, every cited URL live, no factual drift, prices unchanged
- entroly: full rotation re-verification, every cited URL re-fetched; recorded main's post-1.0.87 PAC-KV cache-aligned compression and receipt-backed MemoryGraph with three new FastMCP tools, unreleased; npm 681 in the month to 2026-10-22
- sol-pi: full rotation re-verification, all citations intact; pushes since 2026-10-18 resolved as non-default-branch activity, note untouched
- jevgrep: full rotation re-verification, all citations intact; trailing-month npm downloads 24,293 (2026-09-23 to 2026-10-22), about double the prior figure
- rtk: recorded v1.1.0 going stable (2026-10-25), candidate train concluded, stable moves v1.0.1 to v1.1.0
- repowise: recorded v0.59.0 (2026-10-25) adding per-function coverage, CRAP score, and an untested-complexity finding to the health suite
- graft: recorded main's unreleased Claude Code workspace MCP connector (trail mcp passthrough) and the learnings/always-follow/skills display regrouping (2026-10-26)
- repomix: pushes on 2026-10-25 resolved as two bug fixes with no release, no note-visible fact change, note untouched
- context-engines: matrix Graft delivery cell updated for the in-development workspace MCP connector; no membership change
- context-engines: front matter, internal links, matrix row widths, index membership/sort, and star-history chart markup (dark source only carries theme=dark) all verified clean
- control-planes: cc-safety-net corrected the star-history chart light source (it carried theme=dark; only violation across the category's 18 charts).
- control-planes: arifos repo claims an F1 fix with deployment pending while the live self-measurement stamp stays at 2026-10-21 (10/13 pass, failing F1 and F8) and PyPI trails at 1!2026.10.17; tags reached v2026.10.26.
- control-planes: hol-guard release train moved to v3.57.0 (2026-10-25, PyPI in step); coverage-contract page refused fetchers this run, renewal state stands as last read 2026-10-25.
- control-planes: settlebridge rotation re-verified, all cited URLs fetch, all facts unchanged, license metadata still unresolved.
- control-planes: sidjua rotation re-verified, all cited URLs fetch, stall unchanged, freeze banner and missed July reopen still live.
- control-planes: tinyagi rotation re-verified, all cited URLs fetch, stall unchanged, forks moved to 505.

## (daily refresh, 2)

- crit: corrected the star-history chart light-source markup (the light source carried theme=dark).
- slop-grader: corrected the star-history chart light-source markup (the light source carried theme=dark).
- pr-lens: corrected the star-history chart light-source markup (the light source carried theme=dark).
- verbatim-citation-gate: corrected the star-history chart light-source markup (the light source carried theme=dark).
- reviewbench: corrected the star-history chart light-source markup; recorded the Fletcher onboarding (PR 99, merged 2026-10-26, eighteen third-party entrants total) and refreshed the activity line.
- phoenix: recorded the arize-phoenix 20.26.1 release (2026-10-25).
- plannotator: recorded the v0.28.31 release (2026-10-26).
- langfuse: activity line refreshed to pushed 2026-10-26, v4.70.0 still the newest release.
- kiln: activity line refreshed to pushed 2026-10-25, v1.2.0 still the newest release.
- kitaru: activity line refreshed to pushed 2026-10-26, PyPI 0.27.2 and TypeScript 0.6.0 still the newest releases.
- deepeval: activity line refreshed to pushed 2026-10-23; Python 4.3.1 still newest, monthly PyPI downloads re-measured at about 2.6 million.
- evaluation-review: matrix Phoenix maturity cell refreshed to v20.26.1; FrontierHarness Eval, deepeval, and Better Harness fully re-verified in rotation with every cited URL re-fetched and live.
- github-agentic-workflows: release train refreshed to v0.93.5 stable (2026-10-25) and v0.93.6 prerelease (2026-10-26), README advisory notice live and no new advisory since the October 14 batch, forks 601 to 603.
- n8n: fully re-verified in rotation with every cited URL re-fetched, claims unchanged, per-tool human approval for agent tool calls recorded against the current agents docs and pricing page, counters refreshed (61.3k forks, 26,000+ commits).
- copilot-automations: fully re-verified in rotation with all five docs sources re-fetched, all claims re-confirmed unchanged.
- executions-feature-matrix: n8n guardrails cell updated with the agents layer's per-tool tool-call approvals.
- harnesses: opencode - recorded the v1.x train reaching v1.19.4 (October 22, a bundled Bun 1.4.4 runtime-security bump), the v2 tagged-release gap standing
- harnesses: cline - refreshed the marketplace install count to 5,736,752 (2026-10-26)
- harnesses: junie - recorded Junie Lite (announced October 2, 2026) as the named free tier in Pricing, AI Pro and AI Ultimate prices re-verified unchanged
- harnesses: om-o - extended the release train through v5.1.48 (October 25): Stop pauses its workflow run, stalled turn-end subscribers time out, warm memory prompts cache Git reads
- baml: baml-language 0.23.0 released 2026-10-26 (no stable 0.22.3 ever shipped), pushed 2026-10-26, open issues 366; chart light-source markup corrected
- laya: 0.4.16 tagged 2026-10-25 (Rust and .NET batch prediction and router batch APIs, min_confidence abstention gate) but not on PyPI as of 2026-10-26; pushed 2026-10-26
- ollaya: v0.18.0 (2026-10-25) added the d1-omni, gliclass-v4, and d3 families, jeeves:9b on Jeeves v2, decider tags on Mapika's 10-20 update, MLX phases, parity smoke tiers, desktop build, and site redesign; library count to 29
- tool-eval-bench: TC-89 payment-claim classification fixes, plain-mode parallel printing fix, and filelock/certifi bumps pushed 2026-10-26
- valen: modular ONNX variants with Python (v0.2.0), JS, and C++ SDKs and qualified F32/Q8_0 GGUFs on a custom CPU runtime (llama.cpp/Ollama unsupported) pushed 2026-10-25/26
- cua-s1: the cua-spaces-v0.16.0 release and 10-26 pushes verified not touching the cua-s1 component (last touched 2026-10-20)
- clm: rotation re-verification, all references live; Decision Index 0.4.1 at 229 configurations (CLM 6.49, rank 221), checkpoint counts refreshed (4,913 downloads, 786 likes)
- decider: rotation re-verification, all references live; 0.4.1 rows re-ranked at 229 configurations (31B still nineteenth), JevBench rows unchanged, stale 25.8 caution corrected to 23.65
- jev: rotation re-verification, all references live; JevBench v1.7.48 standings updated (Jev 1.13.0 fourteenth on the API composite at 71.4, Jev 1.14.0 seventeenth at 70.2, both reference-badged, 48 API rows, 227 ranked open-weights); Red Hat thread 168 points
- jevlike: rotation re-verification, all references live, repository still frozen, nothing material moved
- jevbench: out-of-rotation board re-fetch at unchanged revision v1.7.48 (227 ranked open-weights, 48 API rows, capability and composite leaders unchanged)
- decision-index: chart light-source markup corrected
- system1-arena: chart light-source markup corrected
- hybrid-execution: matrix cells moved for baml, laya, ollaya, tool-eval-bench, valen, and jevbench, board paragraph updated; index Ollaya count to 29 families
- memory: fixed the star-history chart light source carrying theme=dark in eleven notes (deja, gbrain, hindsight, longmemory, memanto, memmachine, memvid, openviking, plur, screenpipe, tencentdb-agent-memory)
- agentmemory: engine pin moved to iii v0.25.0 on main with an upgrade guide and v0.9.31 in preparation, DeepSeek Harness gained a bundled native capture plugin, trailing-month downloads refreshed to 35,114
- claude-mem: recorded v15.2.0 (browser install funnel scans 30 days of history and uploads filtered owner prompts to CMEM Cloud by default on fresh installs, new caution) and v15.2.1 (npm OIDC trusted publishing fixing a broken publish path since v13.26.1), npm in sync at 15.2.1
- gbrain: recorded v0.60.463.0 (RLS backfill guarding every Postgres table, closing the four v273 derivation tables left RLS-off and anon-key reachable on Supabase) and v0.60.462.0 (fact-extraction write race that silently dropped same-entity facts)
- openviking: rule service exposing openviking_rule_search and a CodeBuddy Code CLI host adapter landed on main pending release, python-sdk refreshed to 0.1.17
- memU: README host matrix grew Cola and pi adapters plus a generic memu-agent JSONL-dialect detector, push date refreshed to 2026-10-26
- letta: letta-code release line refreshed to v0.34.24 (2026-10-25), pricing ladder re-verified unchanged
- memory-feature-matrix: memU's integration cell moved to the Cola and pi adapters plus the generic detector

## (daily refresh, 3)

- litellm: v1.106.4 went stable 2026-10-25 with v1.105.5, v1.104.7, and v1.103.9 patched the same day, v1.107.0-rc.2 still the train head, PyPI latest 1.106.4, repo pushed 2026-10-26.
- plano: star-history chart light-scheme source corrected (it carried theme=dark; only the dark source may).
- orchestration: corrected star-history chart markup in 13 notes, the light source carried the dark-theme parameter and now points at the plain chart URL (coordinator handoff check)
- agent-manager: recorded v0.44.0 (2026-10-25) as the latest release
- agent-swarm: recorded v2.6.0 (2026-10-26) on the v2 release train
- parallel-code: recorded the v5.0.0 major (2026-10-25), the first release after the v4 line, task briefs replacing Steps and a per-project Markdown Kanban board added
- openrig: recorded v0.7.2 (2026-10-25) on the release train
- sim: recorded v0.9.33 (2026-10-25) on the release train and refreshed the push date
- orca: recorded v1.4.241 (2026-10-26) as the latest desktop release
- squad: re-verified in rotation, all cited sources live, push refreshed to 2026-10-26, npm month refreshed to 13,000 downloads
- scion: re-verified in rotation, all cited sources live, push refreshed to 2026-10-26
- raven: re-verified in rotation, all cited sources live, push refreshed to 2026-10-26, v0.2.5 still latest
- happy-coder: re-verified in rotation, all cited sources live, push refreshed to 2026-10-26
- worktrunk: re-verified in rotation, all cited sources live, push refreshed to 2026-10-26, v0.81.0 still latest
- looptroop: re-verified in rotation, all cited sources live, commits-through refreshed to 2026-10-26, v0.6.1 still latest
- flowise: re-verified in rotation, all cited sources live, npm month refreshed to 10,271 downloads
- vibe-kanban: re-verified in rotation, all cited sources live, post-shutdown commit count refreshed to eleven with the 2026-10-26 local-CI-script commit, npm still 0.1.44
- helmor: re-verified in rotation, all cited sources live, no claims changed
- metagpt: re-verified in rotation, all cited sources live, no claims changed
- the-perfect-orchestrator: re-verified in rotation, all cited sources live, no claims changed
- orchestration: scanned kaushikb11/awesome-llm-agents, unchanged since 2026-10-25 (one metrics-only commit), no additions
- people-and-publications: deeplearning-ai-andrew-ng - Batch recency refreshed to issue 376 (2026-10-23), after issue 375 (2026-10-16); both issue URLs fetched this run.
- people-and-publications: mario-zechner - Added pi v1.3.0 (2026-10-15) and v1.4.0 (2026-10-21) to the release record (releases page and GitHub releases API fetched this run); 2026-10-13 star and fork figures keep their as-of date.
- people-and-publications: people-and-publications-feature-matrix - Moved the Mario Zechner cadence cell to pi's latest v1.4.0 (2026-10-21); no membership change, columns stay at thirty-three.
- people-and-publications: boris-cherny - Rotation re-verification clean: all 8 cited URLs fetch, blog root still newest at 2026-09-19, about page unchanged (Anthropic, Claude Code creator).
- people-and-publications: lars-faye - Rotation re-verification clean: RSS unchanged (newest essay 2026-07-22), course page still $199 with early-bird waitlist ahead of Q4 2026 enrollment, no price move.
- people-and-publications: matt-pocock - Rotation re-verification clean: releases still top out at v1.3.1, site skills changelog still v1.3, newest main-branch commit 2026-10-19 (atom feed); no material change, volatile figures keep their as-of dates.
- people-and-publications: per-run checks clean, no membership change: all internal links resolve, no type fields, mandatory tags and readability present, no star-history charts in the category (chart markup handoff satisfied by absence), matrix columns sorted case-insensitively at header width, index entry list complete and alphabetical, as-of dates sane.
- protocols: ag-ui - volatile refresh: repository pushed 2026-10-25; release/2026-10-21, SDK 1.0.3, and the npm month ending 2026-10-22 (core 9,514,765 / client 5,567,762) all unchanged.
- protocols: langchain-agent-protocol - rotation re-verification: every cited URL live with no dead sources; OpenAPI stays 0.1.6, PyPI stays 0.0.20, repository pushed 2026-10-26; the LangGraph Platform pricing URL now redirects to langchain.com/pricing.
- protocols: pic-standard - corrected the star-history chart light-source markup (dark-theme parameter removed).
- protocols: uhp - release train moved to v0.37.0 stable (2026-10-26) with a v0.37.1 rc series behind it; spec stays at its 2026-10-19 fifth version and the conformance suite at 2026.10.19.post3; corrected the star-history chart light-source markup (dark-theme parameter removed).
- protocols: webmcp - rotation re-verification: every cited URL live with no dead sources; draft stays at its 2026-10-20 revision with no commits behind it since 2026-10-20; open issues refreshed to 136.
- protocols: chart markup audit per coordinator handoff found the light-source dark-theme defect only in pic-standard and uhp; both fixed (every other chart already carried theme=dark on the dark source only).
- code-graph-rag: fixed star-history chart markup (light source carried theme=dark), pushed 2026-10-26, 547 open issues, PyPI 0.3.13 (2026-10-25, 35 releases).
- graphrag: rotation re-verification re-fetched every cited URL, all unchanged; pushed 2026-10-26, 57 open issues, PyPI 3.3.0 still latest.
- langchain: pushed 2026-10-26, 17,076 commits.
- open-codebase-index: pushed 2026-10-26, npm 0.38.1 (2026-10-25, 37 versions), trailing-month downloads unchanged.
- pageindex: pushed 2026-10-26, 152 open issues, SDK paused at 0.4.7.
- ragflow: pushed 2026-10-26, 1,356 open issues, v1.0.0-rc2 still latest, advisory record unchanged at eight.
- unstructured: pushed 2026-10-25, PyPI paused at 0.27.34.
- tree-sitter-chunking: rotation re-verification re-fetched every cited URL, all live, claims unchanged.
- retrieval-feature-matrix: volatile cells aligned (code-graph-rag PyPI 0.3.13, open-codebase-index npm 0.38.1 and pushed 2026-10-26, pageindex pushed 2026-10-26).

## (daily refresh, 4)

- artifact-fs - rotation re-verification, every cited URL alive, main still quiet since 2026-08-12 with the push date holding at 2026-10-21 branch activity, rc tags and the 57-commit count re-confirmed, Artifacts pricing unchanged
- nemoclaw - rotation re-verification, every cited URL alive, still exactly one prerelease and self-declared alpha, push advanced to 2026-10-26 on CI and E2E-runner fixes
- nono - rotation re-verification, every cited URL alive, v0.80.0 still newest with the post-release proxy-fix train, open issues and PRs 249 to 275
- agentmeasure - volatile refresh, open issues 11 to 10, pushed 2026-10-26 on the claims ledger's delegation roll-up with new bill findings
- agentsview - recorded the docs' token-usage contract back at schema version 6 (the seventh flip; version 5 held 2026-10-21 through 10-25) and added the ClickHouse mirror to the surfaces line (synced since v0.44.0, read-only serve UI), open issues and PRs 131 to 125
- ccusage - volatile refresh, pushed 2026-10-26 with only pricing-snapshot and CI housekeeping landing since v20.0.44, forks 890 to 889
- codeburn - rotation re-verification, every cited URL live, unreleased post-v0.9.27 fixes landed 2026-10-26 (a daily-cache merge fix and Zstandard-compressed Codex rollout reads), pushed moved, forks 901 to 892, trailing-month downloads 38,716 to 26,823
- coucou - corrected the star-history chart light source (it carried theme=dark)
- ctx - recorded v2.3.0 (2026-10-25): archive exports select conversations by workspace and time window with a dry-run preview, restored conversations carry creator-supplied archive labels, a daemon status view across registered data roots, and security-advisory dependency upgrades
- token-monitor - recorded v0.79.0 (2026-10-25: OmO Native and standalone Senpi token tracking with session details, the macOS Notch Panel graduated to a standard display mode) and the README's coverage move to 47-plus tools, forks 318 to 322, open issues 141 to 149, pushed 2026-10-26
- tokscale - recorded unreleased post-v4.20.1 fixes (Cursor events counted once across snapshots, pre-5.6 OpenAI cache writes inherit the input rate, legacy OpenCode and MiMo replay guards, V2 providers config model names), open issues 98 to 100, pushed 2026-10-26
- session-analytics: matrix cells moved for agentsview (ClickHouse beside PostgreSQL in Deployment) and Token Monitor (47-plus tools in Kind and agents covered), the reading prose's schema line to version 6, and the index one-liner plus the Claude Code Agent Monitor comparison line moved to 47-plus
- evoskill: v2.0.0 released 2026-10-26 tagged on the v2 branch (main stays v1), the benchmark adaptor, container-per-attempt solver, and stateful evolver named in the release body with the SpreadsheetBench v2 (40.4%) and tau-bench banking (51.6%) held-out numbers, Status and the release caution rewritten, every cited URL re-fetched
- headcount: rotation re-verification, every cited URL live, all claims held (16 departments, 172 skills, 184 cited sources, pushed 2026-10-18)
- skillopt: the 2026-10-25 pushes landed six commits (offline reproducibility checker, keyless Parallel search, Sleep fixes), main at 378 commits past v0.2.0, open issues and PRs down to 52, v0.2.0 still newest
- agent-native: volatile check found no movement (npm 0.3.51, the weekly window unchanged, pack repo unpushed since 2026-10-22), note untouched
- snyk-agent-scan: corrected the star-history chart light source (it had carried theme=dark since creation)
- skills: EvoSkill runtimes, versioning, and permissions cells moved in the feature matrix for the v2.0.0 release
- skills: morluto/rea rejected on the standing single-skill exclusion (the indexed subject is one skill directory inside the rea.tools product, reading 387,014 stars as of 2026-10-26)
- skills: chrisryugj/kordoc rejected on the standing single-skill exclusion (a Korean HWP conversion CLI indexed at one skill, 2,775 stars)
- skills: nexscope-ai/eCommerce-Skills rejected on the standing pack exclusion (150+ ecommerce skills, 1,258 stars, quiet since 2026-08-26)
- skills: Aurite-ai/agent-verifier rejected on the standing single-skill exclusion (45 stars, zero independent coverage)
- skills: harshmaur/apify-reddit-scraper rejected on the standing single-skill and vendor in-product directory exclusions
- fluent: rotation re-verification, every cited URL re-fetched and all claims confirmed (v0.6.0 still newest, no push since 2026-10-11)
- machinist: volatile refresh on the 2026-10-26 push (branch pushes, main still at 176 commits past v0.4.0 with newest main commit 2026-10-21, no release past v0.4.0)
- fusion: corrected the star-history chart light source (it carried theme=dark)
- zeroshot: corrected the star-history chart light source (it carried theme=dark)
- software-factory: ahmadyan/awesome-software-factory (2 stars, single-day push, maintainer self-promotes Agentastic.dev) rejected as a dedicated source, below the bar the varun1505 list cleared
- spec-driven-development: corrected the star-history chart light-source markup in pdd-kit, superpowers, arc-kit, intent-router, archcore, and vibe-coding-prompt-template
- pdd-kit: recorded the v0.38.0 release (2026-10-25, custom verbs in config.yaml, report format v20, lint recognizes undo and redo) and refreshed the repository facts
- ai-dlc: moved the status as-of to 2026-10-26; v2.11.1 still the newest stable with the preview train continuing
- ai-unified-process: recorded the aiup-core v3.1.x patch train through v3.1.9 and moved pushed to 2026-10-25
- bmad-method: refreshed the open-issues figure (49 to 79 as of 2026-10-26); v6.12.4 remains the newest release
- cc-sdd: rotation re-verification of every cited source, all alive, no facts changed
- spec-driven-develop: rotation re-verification of every cited source, all alive, the subject still quiet since 2026-07-26
- gsd: moved the status as-of to 2026-10-26; v1.18.0 still newest, npm figures byte-identical
- openspec: refreshed open issues (185 to 204) and pushed (2026-10-26); v1.15.0 still newest
- spec-kitty: moved the status as-of to 2026-10-26; v4.0.0rc7 still the newest prerelease, PyPI figure byte-identical for a sixth read
- spec-driven-development: vostride/agent-qa (895 stars, FSL-1.1-ALv2, self-published benchmark tables) surfaced by the mapped source and routed to evaluation-review on the primary-artifact rule (it authors and runs acceptance tests, not spec contracts)