memory-bootstrap

Memory Bootstrap

Requires an enabled Aionforge Memory MCP server.

Use this skill once per project to turn an empty store into a useful substrate, so the very next session recalls real context instead of starting cold. The ongoing per-task cadence (recall → capture → track work) lives in memory-loop; this skill fills the gap before that loop has anything to recall.

It is idempotent by protocol — recall before you write, so a second run updates the substrate instead of doubling it. The two node kinds get there differently: a re-capture of byte-identical content is dropped automatically, and a reworded fact is updated by passing the original's id as supersedes (otherwise a near-duplicate is still written); work items cannot be superseded, so the backlog stays single-copy only by querying for it before creating (step 7). Aim for a focused starter set — roughly fifteen to twenty precise records — not an exhaustive dump.

Seed facts, never invent them

Every seeded memory must come from real evidence: the repository (README, docs, CI config, Cargo.toml/package.json, the commit history) or the user. Do not capture aspirations, guesses, or anything you have not checked against the repo or confirmed with the user. A bootstrapped substrate full of plausible-but-wrong facts is worse than an empty one — future agents will trust it.

Route each item to the right node (this is the most common mistake):

• A durable fact, decision, convention, or architectural choice → capture (it becomes a decaying episode).
• A task, milestone, backlog item, or follow-up → work_create → work_advance (a persistent, status-tracked work item).
• There is no "note" to store directly — notes are derived by consolidate from episodes. A free-floating "note" is either a fact (capture) or a thing to do (work_create).

Procedure

1. Bootstrapping writes many memories, so confirm the user wants it. Check server_status if the MCP connection is uncertain; if it is unavailable, say so and stop.
2. Resolve identity once: prefer AIONFORGE_AGENT_ID; otherwise use the stable agent UUID from the user or project instructions. If none exists, ask once — do not silently mint a throwaway namespace, or the substrate you seed will be orphaned from the next session. capture takes the bare UUID as agent_id; recall and work tools take the namespace form agent:<uuid>.
3. Recall first, so re-runs do not duplicate. Search the store for what may already be there ("project conventions", "architecture decisions", "dev workflow", and the project name), and work_query for an existing backlog. Seed only the gaps; when you are updating a fact that already exists, pass its id as supersedes rather than writing a near-duplicate.
4. Gather the ground truth: read the repo's README, docs, CI/workflow config, and dependency manifests, and ask the user for anything not written down (the merge model, release cadence, review norms, hard constraints). This is the evidence the next steps capture from.
5. Seed conventions as captures — one focused capture per durable convention: dev workflow, branch/merge model, CI gates, coding standards, test/review expectations, release process. Use role: assistant and a higher trust for curated foundational facts (e.g. trust: 0.9); include the project, the source (repo file or user), and the date when useful.
6. Seed architecture and product direction: capture the key decisions and their rationale, the high-level component map, and the product's purpose and direction — each as its own record, sourced from the repo or the user.
7. Stand up the backlog skeleton, querying before creating. Work items have no supersede or dedup, so a blind work_create on a re-run would mint a second epic and duplicate tasks. First work_query for an existing epic (filter level: epic, then match on title in the results — the query filters by status and level, not title). Create the project epic only if none exists, then add the handful of missing initial task children under it via parent_id, reusing the existing epic's id as the parent. New items start at todo, giving the next session a backlog to work_query instead of re-deriving.
8. Optionally open a shared space: if the user authorizes a team scope for shared project feedback, capture the cross-cutting conventions and decisions into it with target_namespace: team:<name> (and the matching teams). Default to private otherwise.
9. Verify the substrate is retrievable: do a recall pass — search the seeded topics back and work_query the backlog to confirm they return. Bootstrapping is not done until recall proves it took.
10. Summarize what you seeded: the categories covered, the work-item ids for the epic and tasks, and any receipt ids worth keeping for later audit, supersession, or forget. After several writes, check consolidation_status; run consolidate only when the approval policy and user/project rules allow mutating derived memory.