evolve SKILL.md skillA
evolve from kanevry/session-orchestrator is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add kanevry/session-orchestrator/evolve@git:20261021.728a583Pins git:20261021.728a583 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- kanevry/session-orchestrator
- Path
skills/evolve/SKILL.md- Versions recorded
- 14
- Latest version
- git:20261021.728a583, committed Oct 21, 2026
- First version recorded
- Aug 13, 2026
- Size
- 16,228 bytes
- Repository stars
- 53
- License
- MIT
Use this skill when extracting session patterns into reusable learnings. Three modes: analyze (extract from session history), review (edit/manage existing learnings), list (display active learnings). Manages .orchestrator/metrics/learnings.jsonl.
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
> **Platform Note:** State files use the platform's native directory: `.claude/` (Claude Code), `.codex/` (Codex CLI), or `.cursor/` (Cursor IDE). Shared metrics live in `.orchestrator/metrics/` (v2) with fallback to `<state-dir>/metrics/` for pre-v2.0 legacy data. See `skills/_shared/platform-tools.md`. # Evolve Skill ## Invocation Invoked as `/evolve [analyze|review|list|dialectic [--apply]]` with mode: **$ARGUMENTS** (if empty, default to `analyze` — parsed in Step 1.3). Analyze session history for patterns, review existing learnings, list active intelligence, or derive USER.md/AGENT.md peer-card updates via the dialectic mode. Every learning must be confirmed by the user before persisting. Evidence before assertions. ## Phase 0: Bootstrap Gate Read `skills/_shared/bootstrap-gate.md` and execute the gate check. If the gate is CLOSED, invoke `skills/bootstrap/SKILL.md` and wait for completion before proceeding. If the gate is OPEN, continue to Phase 1. <HARD-GATE> Do NOT proceed past Phase 0 if GATE_CLOSED. There is no bypass. Refer to `skills/_shared/bootstrap-gate.md` for the full HARD-GATE constraints. </HARD-GATE> ## Phase 1: Config & Data Loading …
Read the whole file at its exact version.
How to install
mdr add kanevry/session-orchestrator/evolve@sha256:21a10b97276fc7e8The line at the top of this page pins the label git:20261021.728a583, 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_axklvcxmbvejvrfa)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 14 versions of this file, between Aug 13, 2026 and Oct 21, 2026, about one every 5 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261021.728a583 latest | 2026-10-21 | 728a583 | 16,228 B | A | view · diff |
| git:20261002.72cfd5a | 2026-10-02 | 72cfd5a | 15,542 B | A | view · diff |
| git:20261002.44fc80e | 2026-10-02 | 44fc80e | 15,230 B | A | view · diff |
| git:20261002.d25557a | 2026-10-02 | d25557a | 14,938 B | A | view · diff |
| git:20261001.74e3d93 | 2026-10-01 | 74e3d93 | 14,639 B | A | view · diff |
| git:20260918.20a4cbf | 2026-09-18 | 20a4cbf | 14,467 B | A | view · diff |
| git:20260916.3ebf0e9 | 2026-09-16 | 3ebf0e9 | 14,425 B | A | view · diff |
| git:20260909.d4c51bd | 2026-09-09 | d4c51bd | 13,952 B | A | view · diff |
| git:20260908.1b5519d | 2026-09-08 | 1b5519d | 55,273 B | A | view · diff |
| git:20260906.9b0a555 | 2026-09-06 | 9b0a555 | 55,215 B | A | view · diff |
| git:20260903.ee8ea42 | 2026-09-03 | ee8ea42 | 54,824 B | A | view · diff |
| git:20260902.3b352d7 | 2026-09-02 | 3b352d7 | 52,367 B | A | view · diff |
| git:20260822.79aa398 | 2026-08-22 | 79aa398 | 49,127 B | A | view · diff |
| git:20260813.4ee8887 | 2026-08-13 | 4ee8887 | 48,663 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 (16228 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
kanevry/session-orchestrator · 53 stars · license MIT · pushed 2026-10-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_axklvcxmbvejvrfa GET https://markdownregistry.com/api/v1/resolve?ref=kanevry/session-orchestrator/evolve GET https://markdownregistry.com/api/v1/blob/21a10b97276fc7e87df936bbfd28cad1619d77a0e068fff01549eed30b429b7e
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.
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