session-harvest SKILL.md skillA
session-harvest from jmagly/aiwg is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add jmagly/aiwg/session-harvest@git:20260907.6379b50Pins git:20260907.6379b50 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- jmagly/aiwg
- Path
agentic/code/addons/aiwg-utils/skills/session-harvest/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260907.6379b50, committed Sep 7, 2026
- Size
- 3,512 bytes
- Repository stars
- 229
- License
- MIT
Extract cited decisions, requirements, risks, entities, and relationships from session history and review exact candidate versions before memory promotion.
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
# Harvest Session Knowledge Use `session-explore` to locate the relevant normalized sessions, then preview candidate extraction in the explicitly authorized workspace: ```sh aiwg sessions extract <session-id> --workspace <workspace> --dry-run --json ``` Omitting the session ID scans the authorized workspace. Use `--page-size` and `--max-documents` for bounded extraction and retain the partial receipt when a limit is reached. Preserve a supplied `--db` throughout. The structural extractor recognizes labels such as `Decision:`, `Requirement:`, `Risk:`, `Entity:`, and `Relationship: subject | predicate | object`; it is not a general semantic guarantee. A useful discussion may produce no structural candidates. Summarize that discussion with citations if requested, without fabricating accepted candidates or claiming it was promoted. When candidate persistence is authorized, run the same extraction without `--dry-run`. Inspect candidates and their exact evidence before review: ```sh aiwg sessions candidates --workspace <workspace> --state pending --json …
Read the whole file at its exact version.
How to install
mdr add jmagly/aiwg/session-harvest@sha256:164f61817b37dbd5The line at the top of this page pins the label git:20260907.6379b50, 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_nygpqhhe3ktgiywk)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Sep 7, 2026.
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 (3512 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
jmagly/aiwg · 229 stars · license MIT · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_nygpqhhe3ktgiywk GET https://markdownregistry.com/api/v1/resolve?ref=jmagly/aiwg/session-harvest GET https://markdownregistry.com/api/v1/blob/164f61817b37dbd5f5913dd0fd28833708d0d7a51df82f47723be31e5a5026a7
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.