AGENT SKILL

compound-memory

Orchestrate governed persistent project memory across immutable evidence, llm-wiki, line-memory, reviewed session candidates, generated outputs, and bounded context packs.

License 许可
MIT
所属仓库
jmagly/aiwg
最近更新
2026-11-14
Stars
★ 229
Forks
36

01 前言 Front Matter

name
compound-memory
triggers
[ "use compound project memory", "ingest sources into persistent memory", "review memory candidates", "maintain line memory and wiki", "build a memory context pack", "capture an output into memory" ]
namespace
aiwg
platforms
[ "all" ]
description
Orchestrate governed persistent project memory across immutable evidence, llm-wiki, line-memory, reviewed session candidates, generated outputs, and bounded context packs.

03 SKILL.md 正文

Compound Memory

Use this driver for the persistent compounding-memory pattern. It coordinates existing capabilities; it does not replace their storage, review, indexing, or promotion mechanics.

Start with readiness:

aiwg compound-memory status --json

Governed workflows

  1. Ingest — preserve the source unchanged, calculate its identity and digest, then route long-form material through memory-ingest and llm-wiki. Route session transcripts through aiwg sessions import and extract.
  2. Retrieve/use — query llm-wiki or the artifact index for linked detail; use aiwg compound-memory context <task> --budget <characters> --json to merge relevant line facts and wiki evidence. Add --no-touch for inspection. Never inject the complete stores into startup context.
  3. Write/capture output — register the output and its source/context-pack lineage before proposing any extracted facts as session candidates. Run aiwg compound-memory capture-output <file> ... --json first, review the immutable digest and minimized references, then repeat with --confirm --operation-id <preview-operation-id>. This creates registration and index receipts only; it never promotes knowledge.
  4. Manage — use exact-version candidate review and preview promotion to the declared memory or line-memory consumer. One reviewed candidate may produce independent receipts for both consumers.
  5. Review/update — independently accept, reject, or defer proposed facts. Start from aiwg compound-memory review --limit 50 --json, then inspect and decide through the exact-version sessions commands. Workspace identity changes require a separate explicit review gate. For canonical context, run aiwg compound-memory update <target> <key> <value> --source-ref <ref> --reviewer <id> --reason <reason> --json, review its diff/conflicts, then repeat with the exact operation ID and --confirm. This never refreshes provider adapters.
  6. Maintain — preview pruning, deduplication, contradiction repair, orphan repair, and index refresh. Confirm only the reviewed mutations. Preserve lifecycle tombstones and source-purge dependent dispositions. The compound command's confirmation may replay pending output registrations; all other actions remain delegated to their owning review workflows.

Until the compound-memory lifecycle ADR is accepted, do not invent a new automatic promotion path. Use the existing commands and receipts named above, and treat generated/model output as untrusted proposed knowledge rather than ground truth.

References

  • @$AIWG_ROOT/agentic/code/addons/compound-memory/docs/overview.md
  • @$AIWG_ROOT/agentic/code/addons/line-memory/skills/line-memory/SKILL.md
  • @$AIWG_ROOT/agentic/code/addons/llm-wiki/skills/llm-wiki/SKILL.md
  • @$AIWG_ROOT/agentic/code/addons/semantic-memory/skills/memory-ingest/SKILL.md

04 同仓库更多 Skills