improve-sessions SKILL.md skillA
improve-sessions from tomzx/agents is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add tomzx/agents/improve-sessions@git:20261007.b35fc4bPins git:20261007.b35fc4b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- tomzx/agents
- Path
skills/improve-sessions/SKILL.md- Versions recorded
- 3
- Latest version
- git:20261007.b35fc4b, committed Oct 7, 2026
- First version recorded
- Oct 1, 2026
- Size
- 8,598 bytes
- Repository stars
- 12
- License
- MIT
Mine past AI coding sessions from the agentsview SQLite archive and produce prioritized recommendations for improving future sessions (recurring friction, corrections, repeated questions, manual loops, missing skills). Use when the user says /improve-sessions, "improve future sessions", "what should I learn from my sessions", "review my session history for improvements", "why do my sessions keep going off the rails", or wants recommendations derived from session history rather than the current…
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
BASE_DIR=!`~/.agents/scripts/get-env NOTES_DIR` TODAY=!`date +%Y-%m-%d` # Improve Sessions Reads a window of past sessions from the agentsview archive (which syncs OpenCode, Codex, Gemini, Claude, and other harnesses), identifies recurring friction patterns across them, and proposes concrete changes that make future sessions better: AGENTS.md rules, memory entries, new or improved skills, hooks, and scheduled agents. The analysis is read-only over the archive. It never advances the `sessions-memory` watermark, so it can run at any cadence without interfering with memory processing. ## Prerequisites - **agentsview archive**: a `sessions.db` produced by the agentsview daemon, resolved by the shared script in this order: explicit `--db` flag, `$AGENTSVIEW_DATA_DIR`, then `~/.agentsview/sessions.db`. If none exists, tell the user to install and run agentsview first. - **Data access** comes from the `sessions-memory` script; do not write a second parser: ```bash uv run skills/sessions-memory/scripts/fetch_sessions.py status ``` - Read-only discipline: use `fetch` and `show` only. …
Read the whole file at its exact version.
How to install
mdr add tomzx/agents/improve-sessions@sha256:f32dadfafb5b3d50The line at the top of this page pins the label git:20261007.b35fc4b, 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_pnu4fit3rbf2zbxm)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Oct 1, 2026 and Oct 7, 2026, about one every 3 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261007.b35fc4b latest | 2026-10-07 | b35fc4b | 8,598 B | A | view · diff |
| git:20261004.00bb0c5 | 2026-10-04 | 00bb0c5 | 8,616 B | A | view · diff |
| git:20261001.f6143e0 | 2026-10-01 | f6143e0 | 8,609 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 (8598 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
tomzx/agents · 12 stars · license MIT · pushed 2026-10-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_pnu4fit3rbf2zbxm GET https://markdownregistry.com/api/v1/resolve?ref=tomzx/agents/improve-sessions GET https://markdownregistry.com/api/v1/blob/f32dadfafb5b3d502dae7fb17f0dc3fc794ae8bd936a49a6dec7f673544b8278
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.