关于
This skill runs a session initialization ritual to reconstruct working context for the memex project. It loads the bias-log, reads the persistent-self trail, runs verification checks, and surfaces the next documentation slice. Use it at the start of any memex session or when re-orienting after an interruption.
快速安装
Claude Code
推荐npx skills add pjt222/agent-almanac -a claude-code/plugin add https://github.com/pjt222/agent-almanacgit clone https://github.com/pjt222/agent-almanac.git ~/.claude/skills/memex-init在 Claude Code 中复制并粘贴此命令以安装该技能
技能文档
Initialize a memex Session
Reconstruct working context before doing any work on the memex project. A fresh instance has no memory of prior sessions; the persistent self is documentary. This ritual loads the bias-log, walks the document trail in its authoritative order, runs the verification scoreboard, and lands on the next slice the docs propose — not an assumed one.
When to Use
- At the very start of any session operating on the memex repo. Run this before reading code, before planning, before any substantive work.
- When re-orienting after an interrupted session. Reconstruct where the prior instance left off from the doc trail rather than from memory.
- When you catch yourself assuming the project state. The docs are ground truth; assumptions about "where we are" are the thing this ritual replaces.
Inputs
- Required: The memex repo checked out, with cwd = repo root (a checkout of github.com/pjt222/memex). All doc and command paths below are repo-relative.
- Required for the bias-log step: either a registered
memexMCP server in the active harness, OR (CLI fallback) a builtmemexbinary plus$MEMEX_STORE_PATH,$MEMEX_PG_URL, and — because the CLI fallback uses semantic mode —$MEMEX_EMBED_PROVIDER=voyage+$VOYAGE_API_KEY. - Required for the verification scoreboard: a Rust toolchain on
$PATH(export PATH="$HOME/.cargo/bin:$PATH"). The live-pg leg additionally needs Docker plus$MEMEX_PG_URLand the embed key. - Note:
adapters/session-init.txtis the authoritative ritual. The doc order echoed in Step 2 is a convenience copy; if it ever disagrees withsession-init.txt, the file wins.
Procedure
Step 1: Load the bias-log first
Load prior-session observations before reading anything else, so the biases the project has already caught are in view while you read.
If a memex MCP server is registered, call:
mcp__memex__recent_observations(limit=20)
CLI fallback (no MCP server). --node-type is silently ignored in
keyword mode, so use semantic mode — which needs the Voyage embed key:
memex query "bias-log" --node-type observation --mode semantic
Expected: A list of observation nodes — biases (anchoring,
confirmation, trust-the-DB), pace tells, and verification gaps logged by
prior instances. Read every one.
On failure: If the MCP tool is "not found", the server isn't
registered — fall back to the CLI. If the CLI returns 0 hits, the
extractor pass hasn't populated the store on this machine yet; run the
end-to-end smoke (CONTINUE_HERE.md §5 step 4) to populate it, or read
docs/OBSERVATIONS.md directly as a last resort.
Step 2: Read the doc trail in order
adapters/session-init.txt is the authoritative ritual — open it and
follow it. It directs you to read these docs in this order:
docs/PERSISTENT_SELF.md— why the project exists (load-bearing).docs/OBSERVATIONS.md— the bias-log / vipassana history.docs/AGENT_OPERATING_NOTES.md— how to operate on the project, including the "verify system prompt against filesystem" rule.docs/CONTINUE_HERE.md— where we are now.docs/ROADMAP.md— what's next at the milestone level.
cat adapters/session-init.txt # the authoritative ritual; follow it
Expected: After reading, you can state in one sentence each: why memex exists, what the last shipped milestone was, and what the next one is. The OBSERVATIONS read overlaps Step 1 — that redundancy is intended.
On failure: If adapters/session-init.txt is missing, you are not at
the memex repo root (or not in a memex checkout) — re-check cwd. If a
listed doc is missing, note the gap and continue; do not invent its
contents.
Step 3: Run the verification scoreboard
Run the §5 verification commands from docs/CONTINUE_HERE.md and report
the result as a scoreboard. The compile + unit leg needs no services:
export PATH="$HOME/.cargo/bin:$PATH"
cargo check --workspace
cargo build --release -p memex-cli
cargo test --workspace # assert exit 0 / "test result: ok"
Optional live-pg + Voyage leg (gated; needs Docker and the embed key):
docker start memex-pg
set -a; . ./.env; set +a
MEMEX_TEST_PG_URL=postgres://memex:memex@localhost:5433/memex \
cargo test --workspace -- --include-ignored | grep "test result"
Expected: Each leg exits 0 and the test legs print test result: ok.
Counts are informational only (~49 unit at v0.4.0, ~60 with
--include-ignored); they grow per milestone, so never treat a count
as a pass/fail threshold — assert exit 0 and test result: ok instead.
On failure: A non-zero exit or FAILED is a real regression — report
which leg failed and stop before doing new work. If the live-pg leg can't
reach Postgres, report the unit leg only and note the gap; do not silently
skip it.
Step 4: Surface the next slice from the docs
Read the proposed next slice out of docs/CONTINUE_HERE.md (the
"Next milestone" section) and docs/ROADMAP.md — not from assumption.
Restate it back so the user can confirm or redirect.
grep -n "Next milestone" docs/CONTINUE_HERE.md
Expected: A concrete next slice quoted from the docs (e.g. the M5 watcher + ops tasks), with its definition-of-done, ready to confirm.
On failure: If the docs name no next slice, say so plainly and ask the user for direction rather than inventing one.
Validation
- The bias-log was loaded via
recent_observations(MCP) or the semantic-mode CLI fallback — not skipped - All five docs were read in the
session-init.txtorder - The §5 verification legs exited 0 and printed
test result: ok(counts reported as informational, not as a threshold) - The proposed next slice was quoted from the docs and restated for confirmation
-
memex init(the CLI store/db command) was not run as part of this ritual
Common Pitfalls
- Confusing this ritual with
memex init.memex initis the CLI command that lays out the store and runs db migrations — a one-time setup, destructive of a fresh store's assumptions. This skill never runs it. They share a word, nothing else. - Using keyword mode for the CLI bias-log fallback.
--node-typeis silently ignored in keyword mode (CONTINUE_HERE.md §4 tech-debt), so it returns the wrong rows with no error. Use--mode semantic(orhybrid), which requires the Voyage embed key. - Asserting a test count as pass/fail. Counts grow each milestone.
Assert exit 0 and
test result: ok; quote counts only as informational (~N at v0.4.0). - Reading the docs out of order. PERSISTENT_SELF before CONTINUE_HERE: the why frames the where-we-are. Skipping to the roadmap loses the framing the prior instance reasoned from.
- Proposing a next slice from memory. The next slice lives in the docs. Inventing one re-derives state the trail already records — itself a signal the read was incomplete.
Related Skills
memex— the umbrella skill for agent-native shared memory; this is its session-start entry point.memex-verify— runs the verification scoreboard in depth; pair after this ritual when a fuller health check is warranted.memex-wrap— the session-close counterpart; confirms observations are logged (deferring tomemex-observe) and writes the continuation trail this ritual reads next time.read-continue-here— generic project-state pickup; memex'sCONTINUE_HERE.mdis the concrete instance this ritual reads in Step 2.breathe— pair at the session boundary: breathe to release prior residue, then run this ritual to load the next-session priors.
GitHub 仓库
Frequently asked questions
What is the memex-init skill?
memex-init is a Claude Skill by pjt222. Skills package instructions and resources that Claude loads on demand, so Claude can perform memex-init-related tasks without extra prompting.
How do I install memex-init?
Use the install commands on this page: add memex-init to Claude Code as a plugin, or clone its repository into your skills directory, then restart Claude so it picks up the skill.
What category does memex-init belong to?
memex-init is in the Design category, tagged ai.
Is memex-init free to use?
Yes. memex-init is listed on AIMCP and free to install. It runs inside Claude, so no separate service account is required to use the skill itself.
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