org-memory-synthesis
Skill0 starsChanged 13 days agoApache-2.0View on GitHub
Synthesize org-memory — fold new events into recent.md, promote cross-repo patterns to decisions.md and rules.md, and audit for staleness, cross-file conflicts, and drift. Invoke whenever the user asks "synthesize org-memory", "fold events", "is recent.md stale", "audit org-memory", or any phrasing like "did we synthesize org-memory" — even if they do not explicitly type the slash command.
In this repository17 other files it gives its agents.
- check-inboxSkill
- check-inboxSkill
- debriefSkill
- debriefSkill
- doctorSkill
- doctorSkill
- oacpSkill
- oacpSkill
- org-memory-synthesisSkill
- review-loop-authorSkill
- review-loop-authorSkill
- review-loop-reviewerSkill
- review-loop-reviewerSkill
- self-improveSkill
- self-improveSkill
- wrap-upSkill
- wrap-upSkill
The file
We split this skill into the rules it gives an agent
11 rules. About 0 are common, 5 are distinctive, and 6 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈5
Distinctive · estimate
This author's own choices. Worth a look.
6
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 16
Use this skill when:
- Distinctive: line 79
Use one shell read across the listed event files:
- Distinctive: line 110
If all edits are mechanical and uncontroversial, proceed after the proposal.
- Very specific: line 115
Use Codex's normal file-editing flow (apply_patch for manual edits) and keep the change set limited to:
- Very specific: line 122
Place new decisions.md entries at the top of the file under the correct ## YYYY-MM-DD heading so newest-first order is preserved.
- Distinctive: line 211
Do not delete superseded entries.
- Very specific: line 212
Do not promote skill-specific rules to rules.md.
- Distinctive: line 214
Do not edit sibling memory trees or project-scoped memory directories.
- Very specific: line 215
Do not drop the marker in recent.md.
- Very specific: line 216
Do not replace the Step 7D sort -rc check with a prose claim.
- Very specific: line 220
Use command ls, command grep, and command tail to bypass shell aliases.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
/org-memory-synthesis — Org-Memory Synthesis
Org-memory ($OACP_HOME/org-memory/) is the cross-project SSOT that the OACP
session-init hook auto-loads. It drifts if events accumulate unfolded and
topical files (decisions.md, rules.md) are not curated. This skill does the
full 3-file pass — synthesis then audit — so the curated layer stays
trustworthy.
When to use
Use this skill when:
- The user asks whether org-memory is current
- A wrap-up or housekeeping flow needs to fold recent events
- Cross-file inconsistency or stale entries surface during another task
- An upstream skill hands off the org-memory pass
Files & paths
| Path | Role |
$OACP_HOME/org-memory/recent.md | Rolling current-state, target ≤150 lines, auto-loaded by session-init hook |
$OACP_HOME/org-memory/decisions.md | Architectural decisions (cross-repo, 3+ pattern threshold) |
$OACP_HOME/org-memory/rules.md | Standing conventions (cross-repo, 3+ pattern threshold) |
$OACP_HOME/org-memory/events/YYYYMMDD-HHMMSS-<slug>.md | Raw event files with YAML frontmatter (date, agent, project, type, related) |
recent.md header carries <!-- Last event folded in: <filename> -->. Use it
to scope incremental synthesis cheaply. OACP_HOME defaults to $HOME/oacp
per the OACP CLI; check the workspace marker if unsure.
Setup
Resolve the workspace and helper before reading event bodies:
OACP_ROOT="${OACP_HOME:-$HOME/oacp}"
test -d "$OACP_ROOT/org-memory" || {
echo "ERROR: org-memory not found. Run: agent-memory org init --home \"$OACP_ROOT\"" >&2
exit 1
}Synthesis flow
1. Scope the work
List event filenames newer than the marker in recent.md. Filenames are
lex-sortable on the YYYYMMDD-HHMMSS- prefix, so an awk '$0 > m' filter is
the comparison:
OACP_ROOT="${OACP_HOME:-$HOME/oacp}"
RECENT="$OACP_ROOT/org-memory/recent.md"
EVENTS_DIR="$OACP_ROOT/org-memory/events"
MARKER=$(command grep -m1 "Last event folded in:" "$RECENT" \
| sed -E 's/.*Last event folded in:[[:space:]]+([^[:space:]]+).*/\1/')
if [ -z "$MARKER" ]; then
echo "WARN: no marker in $RECENT header; listing ALL events (full pass)" >&2
command ls "$EVENTS_DIR" | sort
else
command ls "$EVENTS_DIR" | sort | awk -v m="$MARKER" '$0 > m'
fi- Empty output means org-memory is current; jump to Step 7 for the audit-only pass.
- Missing marker in older
recent.mdmeans the inline shell lists all events and warns; do a full pass and tell the user the read cost.
2. Batch-read new event bodies
Use one shell read across the listed event files:
cd $OACP_HOME/org-memory/events && for f in <newline-separated names from step 1>; do echo "=== $f ==="; command tail -n +9 "$f"; echo; donetail -n +9 skips the YAML frontmatter. Use the frontmatter for routing; fold
the body into the curated files.
3. Categorize each event
The event's type: frontmatter field drives placement:
type | Default placement in recent.md | Promotion candidate? |
event | Current State | Rarely — only milestones with durable cross-project bearing |
rule | Standing Rules | Promote to rules.md if cross-repo (3+ repos in related:) or generalizable convention |
decision | Active Decisions | Promote to decisions.md if architectural or cross-repo |
Cross-repo signal: count distinct repos in the event's related: field. 3+ is
the promotion threshold. Skill-specific rules that affect only one skill's flow
stay in recent.md Standing Rules; promoting them adds rules.md noise without
cross-repo benefit.
4. Propose a 3-file diff to the user
Present the intended changes as three sections: recent.md, decisions.md,
and rules.md. For each promotion, include a one-line rationale tied to the 3+
pattern threshold, cross-repo signal, or convention class. Note recent.md
line-budget impact so it stays under 150 lines.
If all edits are mechanical and uncontroversial, proceed after the proposal. Pause for judgment calls where local context cannot resolve the truth.
5. Apply edits
Use Codex's normal file-editing flow (apply_patch for manual edits) and keep
the change set limited to:
$OACP_HOME/org-memory/recent.md$OACP_HOME/org-memory/decisions.md$OACP_HOME/org-memory/rules.md
Place new decisions.md entries at the top of the file under the correct
## YYYY-MM-DD heading so newest-first order is preserved. Step 7D will
mechanically verify order.
6. Update the markers
Two header lines in recent.md must stay present:
<!-- Last event folded in: <newest event filename from step 1> --><!-- Last curated: YYYY-MM-DD by <who> -->
A dropped marker forces the next pass to re-scan all events, defeating the incremental design.
7. Audit pass — ALWAYS run after synthesis
Six checks, in order. The audit catches what synthesis alone misses.
A. Cross-file consistency. For items appearing in both recent.md and a
curated file, compare key facts such as product structure, paths, versions, and
status claims. Surface mismatches with file references.
B. Supersession check. Scan decisions.md for Supersedes X annotations.
For each X, verify X is also marked as superseded with a pointer back.
Asymmetric supersession reads as if both entries are active.
C. Stale-status check. Find entries with status claims like "Filed #N", "Pending review", or "Q1 target". For GitHub issue refs where the repo can be inferred, verify state:
gh issue view <N> --repo <owner>/<repo> --json state,closedAt,updatedAtAnnotate stale claims inline rather than removing them, for example:
Status: #15 still OPEN P3, not actioned.
D. Chronological order in decisions.md. Section headers must run
newest-first, top-to-bottom so the freshest decisions are read first. Run
the mechanical check — do not self-report:
DECISION_HEADERS="$(mktemp)"
command grep -nE '^## 20' "$OACP_HOME/org-memory/decisions.md" \
| awk '{print $2}' >"$DECISION_HEADERS" || true
if [ ! -s "$DECISION_HEADERS" ]; then
echo "No dated decision headers found" >&2
command rm -f -- "$DECISION_HEADERS"
exit 1
fi
ORDER_RC=0
LC_ALL=C sort -rc "$DECISION_HEADERS" || ORDER_RC=$?
command rm -f -- "$DECISION_HEADERS"
test "$ORDER_RC" -eq 0Exit zero means descending order is correct. If sort -rc reports disorder or
no dated headers exist, repair with one edit operation. The mechanical check is
the verification; never substitute self-reporting.
E. Category drift. Conventions filed under decisions.md should move to
rules.md, and architectural decisions filed under rules.md should move to
decisions.md. If unclear, leave the item where the historical event-author
put it and mention the ambiguity.
F. Migration leftovers. Content duplicated with another memory tree, such as a domain-specific memory store, should be trimmed to a single pointer.
8. Surface findings, apply, ask
Apply uncontroversial fixes directly: annotations, chronological re-sort, and strict duplicate removal. Pause and ask on judgment calls such as pricing/status conflicts or ownership ambiguity.
9. Suggest commit; do not auto-commit
Typical commit message:
org-memory: synthesize <N> events + audit pass
- <N> events folded into recent.md (<M> to decisions.md, <K> to rules.md)
- <audit findings summary>Let the user decide commit timing. The skill never commits automatically.
Anti-patterns
- Do not delete superseded entries; annotate them. History is load-bearing.
- Do not promote skill-specific rules to
rules.md. - Do not auto-commit.
- Do not edit sibling memory trees or project-scoped memory directories.
- Do not drop the marker in
recent.md. - Do not replace the Step 7D
sort -rccheck with a prose claim.
Workarounds
- Use
command ls,command grep, andcommand tailto bypass shell aliases. gh issue viewin Step 7C may need authenticated GitHub CLI access; if auth is missing, report the unchecked refs instead of inventing status.recent.mdtarget is ≤150 lines;decisions.mdandrules.mdgrow over time. Trim by annotation or consolidation, not by deleting history.
Notes
- The skill operates on
$OACP_HOME/org-memory/only. - Step 1's scope-the-work shell is inlined directly in this file (and in the
Claude top-level
SKILL.md) — there is no separate helper script. shared/INTENT.mdis the source of truth for runtime-agnostic behavior.
Learned from runs
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