agentsclimarketplace

Team memory capture

Skill meharajM/context-machine/skills/team-memory-capture

Token-efficient shared project memory skills for developers and AI coding agents.

Install
npx -y skills add meharajM/context-machine --skill team-memory-capture

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

One thing to look at

  • 0 stars0 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

What its author says it does

Copied from the file, not written here

Capture a short reusable project learning after a non-obvious fix, failed approach, setup requirement, decision, or debugging path is verified and likely to save another agent time or tokens.

The file declares its own license as MIT. That is the author’s claim about this one file, and it is not the same thing as the license GitHub reports for the repository, which is listed with the other numbers below.

SKILL.md

1.7 KB, 343 tokens by cl100k_base, as published. Nobody here has run it

Team Memory Capture

Capture only knowledge likely to prevent meaningful repeated work.

Before Writing

  1. Search with $team-memory-search for the same signature.
  2. Skip generic knowledge, obvious docs, raw transcripts/logs, temporary state, and duplicates.
  3. Redact secrets, tokens, personal paths, customer/personal data, private URLs, and exploit details.
  4. Keep the entry under 250 words; keep Reuse under 80.

Status

  • candidate: plausible but not reproduced.
  • validated: confirmed by test, CI, reproducible command, or user confirmation.
  • stale: no longer preferred.
  • contradicted: false for its stated scope.

Agent observation alone remains candidate.

Format

---
id: <YYYYMMDD-HHMM-short-slug>
status: candidate | validated | stale | contradicted
confidence: low | medium | high
scope: <repo/path/component/tool/runtime>
signature: <normalized searchable signature>
environment: <important versions or none>
last_validated: <YYYY-MM-DD or unknown>
supersedes: []
contradicts: []
---

# <Short title>

## Reuse
<First action, prerequisites, and limits.>

## Resolution
<Smallest useful cause and solution.>

## Verify
`<command/check>`

## Avoid
<Repeatable dead ends or none.>

## Evidence
<Brief test, CI, PR, commit, or confirmation.>

Publish

Default to a draft. Do not commit, push, or open a PR without explicit permission or a repo policy that allows it. Prefer one file per learning.

Keep looking

Skills are one crate of 328,083. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.