agenda-evolve SKILL.md skillA
agenda-evolve from kendrick-stein/mcislab_deepread is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add kendrick-stein/mcislab_deepread/agenda-evolve@git:20260723.fb64ba4Pins git:20260723.fb64ba4 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- kendrick-stein/mcislab_deepread
- Path
skills/5-evolution/agenda-evolve/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260723.fb64ba4, committed Jul 23, 2026
- First version recorded
- Apr 28, 2026
- Size
- 15,449 bytes
- Repository stars
- 12
- License
- none declared
当积累了新的 validated insight、实验结果改变了方向判断、 或 Supervisor 说"更新研究方向""复盘 agenda"时， 根据记忆和发现演化研究议程.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
## Purpose agenda-evolve 是 MindFlow 研究议程的演化引擎。它定期审视 `Workbench/` 中积累的 validated insight、实验结果和 idea 评估，判断现有研究方向是否需要调整——新增方向、更新方向状态、暂停低优先级方向、或废弃已被证伪的方向——并相应地更新 `Workbench/agenda.md`。 该技能实现了 `references/agenda-protocol.md` 中定义的 Researcher 完全自主的议程演化权限。它将"分散在记忆和队列中的证据积累"转化为"研究方向层面的有据决策"，是 MindFlow 自我进化机制中连接 insight 与 strategy 的关键环节。 触发时机：每次 memory-distill 产出新的 validated insight 之后；收到 Supervisor 的方向性反馈之后；实验结果与当前 hypothesis 出现显著偏差时；或定期复盘（建议每两周一次）。 ## Steps ### Step 1：读取当前 Agenda 用 Read 读取 `Workbench/agenda.md` 的完整内容，记录： - 所有 Active Directions 的名称、priority、status、hypothesis、evidence、next_action、confidence - 所有 Paused Directions 的名称及 resume_condition - 所有 Abandoned Directions 的名称（用于避免重复引入已被废弃的方向） - Mission 节的完整文本（后续步骤中不得修改 Mission） 若文件不存在，用 Edit 按照 `references/agenda-protocol.md` 的模板创建初始 agenda.md，填写 Mission 留空占位符，Active/Paused/Abandoned Directions 留空，frontmatter 中 `last_updated` 填今天日期，`updated_by: agenda-evolve`。然后继续执行后续步骤。 ### Step 2：读取近期 Validated Insights 用 Read 读取 `Workbench/memory/insights.md`，筛选出满足以下任一条件的 insight 条目： 1. `status: validated`，且条目日期在今天往前 30 天以内 2. `status: validated`，且 `confidence: high`（即使超过 30 天，高置信度 insight 仍有价值） 对每条符合条件的 insight，记录： - 标题和 `claim` 字段内容 …
Read the whole file at its exact version.
How to install
mdr add kendrick-stein/mcislab_deepread/agenda-evolve@sha256:1d09c55760022636The line at the top of this page pins the label git:20260723.fb64ba4, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_rbwmfmoizjyff5uq)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Apr 28, 2026 and Jul 23, 2026, about one every 86 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260723.fb64ba4 latest | 2026-07-23 | fb64ba4 | 15,449 B | A | view · diff |
| git:20260428.bf023ec | 2026-04-28 | bf023ec | 15,470 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (15449 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
kendrick-stein/mcislab_deepread · 12 stars · license none declared · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_rbwmfmoizjyff5uq GET https://markdownregistry.com/api/v1/resolve?ref=kendrick-stein/mcislab_deepread/agenda-evolve GET https://markdownregistry.com/api/v1/blob/1d09c557600226366965cc3d0791fa013c4016675193f67d05e2cc688a7617e4
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.