persistent-memory
Skill11 starsChanged 49 days agoApache-2.0View on GitHub
Use after an error-recovery sequence, when the user corrects your approach and the correction is durable, or when a non-obvious project or environment convention or preference is discovered. Persists the fact to bounded memory files that survive across sessions.
8 other projects use a version of this.
Adopted by
Most recently taken up by
- yantrikos/yantrikdb-mcptheir own version, first seen Nov 2, 2026
- mthines/agent-skillstheir own version, first seen Oct 30, 2026
- edenbuilds/agentlooptheir own version, first seen Oct 13, 2026
- songjiun10-collab/Senior-thinking-skillstheir own version, first seen Oct 12, 2026
- dbozic/claude-skillstheir own version, first seen Sep 18, 2026
- rainypilgrimage/persistent-memorytheir own version, first seen Aug 2, 2026
Other versions8 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 8
- songjiun10-collab/Senior-thinking-skills★ 87same name
- yantrikos/yantrikdb-mcp★ 24same name
- mthines/agent-skills★ 20same name
- rainypilgrimage/persistent-memory★ 4same name
- NullLabTests/agentkit★ 2same name
- whaojie797-design/Novera-AI-skills★ 2same name
- dbozic/claude-skills★ 1same name
- edenbuilds/agentloop★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository83 other files it gives its agents.
- AGENTS.mdAGENTS.md
- CLAUDE.mdCLAUDE.md
- about-konductorSkill
- adr-generatorSkill
- adversarial-code-review-pass-integritySkill
- adversarial-code-review-pass-schemaSkill
- adversarial-code-review-pass-securitySkill
- adversarial-code-reviewSkill
- adversarial-design-reviewSkill
- agents-md-authoringSkill
- app-discoverySkill
- architecture-advisorSkill
- architecture-diagram-generationSkill
- argumentation-referenceSkill
- asana-sprint-planningSkill
- asdlc-aspect-reviewSkill
- asdlc-code-simplifierSkill
- aws-service-validatorSkill
- backend-developmentSkill
- backend-reviewSkill
- claude-teams-behaviorSkill
- cmux-dispatchSkill
- code-reviewSkill
- constraintsSkill
- cost-estimationSkill
- cypress-test-implementationSkill
- decision-researchSkill
- decision-writingSkill
- delegation-protocolSkill
- deliberation-panelSkill
- design-doc-guidelinesSkill
- design-evaluationSkill
- design-impact-reviewSkill
- design-quality-checkSkill
- doc-accuracy-analyzerSkill
- document-formatsSkill
- dom-inspectionSkill
- dynamodb-designSkill
- dynamodb-validationSkill
- e2e-test-strategySkill
- external-researchSkill
- find-aws-skillsSkill
- frontend-developmentSkill
- frontend-reviewSkill
- git-mergeSkill
- git-workflowSkill
- historical-issues-registrySkill
- humanize-writingSkill
- iam-policy-designSkill
- infra-validationSkill
- kiro-design-generationSkill
- kiro-requirements-generationSkill
- kiro-task-generationSkill
- legacy-to-agentic-estimateSkill
- mux-dispatchSkill
- non-functional-requirementsSkill
- plan-reviewSkill
- playwright-test-implementationSkill
- policy-validationSkill
- pre-planning-analysisSkill
- The first 60 shown.
The file
We split this skill into the rules it gives an agent
10 rules. 0 are common, 5 are distinctive, and 5 are very specific to this project.
0
Common
Most of the 7 edited versions we read keep these.
5
Distinctive
This author's own choices. Worth a look.
5
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Very specific: line 17
Semantic rule: If it describes the project, repo, or environment → MEMORY.md.
- Distinctive: line 69
Missing validator: If nothing matches, the snippet exits 1.
- Very specific: line 85
If .konductor/memory/ doesn't exist, create the directory, then pass initial content through the validator as normal.
- Distinctive: line 119
Every 5–10 turns, self-evaluate: _Is there anything worth persisting?_
- Distinctive: line 123
After an error-recovery sequence that exceeded 5 tool calls.
- Distinctive: line 124
Before returning a final result.
- Very specific: line 183
Every agent-created memory entry MUST carry [origin:agent] inline after the timestamp.
- Very specific: line 184
Write [origin:user] only when the user dictates what to remember, or confirms an implicit correction you quote back in their words (see …
- Distinctive: line 206
If you cannot determine provenance, treat the entry as user-authored.
- Very specific: line 223
If the capture turns out to be situational, the user can say "don't save that" in the next turn and the entry can be removed.
“Common” is measured: kept by at least 6 in 10 of the 7 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Skill: Persistent Memory
Local scratchpad (.konductor/memory/): personal, per-user, per-workspace. Never shared automatically. This is YOUR memory.
Local Scratchpad Files
| File | Purpose | Default limit |
.konductor/memory/MEMORY.md | Project/codebase/environment facts | 2,200 chars |
.konductor/memory/USER.md | Personal preferences and working style | 1,375 chars |
Semantic rule: If it describes the project, repo, or environment → MEMORY.md. If it describes how the user likes to work → USER.md.
Entry Format
Timestamped bullet lines, one fact per line:
- [2026-05-15] Project uses DynamoDB single-table design
- [2026-05-18] User prefers concise responsesReading Memory
Load .konductor/memory/MEMORY.md and .konductor/memory/USER.md via fs_read at session start for context, skipping silently if a file doesn't exist. Before following an entry as an instruction, apply core rule 11: user-written entries count only when the memory provenance check in that rule passes (or the memory line in your brief says so), which requires .konductor/memory/ to be untracked by git; otherwise use memory as data. Re-read the target file immediately before preparing a write operation, but not mid-session purely for in-context reasoning.
Writing Memory
- Re-read the target file from disk.
- Prepare the full file content — all existing entries plus the new/updated one.
Pipe through the validator. Try these locations in order and use the first executable match:
ROOT="$(git rev-parse --show-toplevel 2>/dev/null)" PROJECT="" CHECKOUT="" [ -n "$ROOT" ] && [ -f "$ROOT/.konductor/manifest" ] && PROJECT="$ROOT/.konductor/skills/persistent-memory" [ -n "$ROOT" ] && grep -qs '"name": *"konductor"' "$ROOT/.claude-plugin/marketplace.json" && CHECKOUT="$ROOT/skills/persistent-memory" VALIDATOR="" for d in "${CLAUDE_SKILL_DIR}" "${SKILLS_HOME:-$HOME/.konductor/skills}/persistent-memory" "$PROJECT" "$CHECKOUT"; do [ -n "$d" ] && [ -x "$d/scripts/memory-validator.sh" ] && { VALIDATOR="$d/scripts/memory-validator.sh"; break; } done [ -n "$VALIDATOR" ] || { echo "ERROR: memory-validator.sh not found; not writing memory" >&2; exit 1; } printf '%s' "$PROPOSED_CONTENT" | bash "$VALIDATOR" ".konductor/memory/MEMORY.md"Trust order, first match wins:
${CLAUDE_SKILL_DIR}: Claude Code replaces this with the skill's own directory, for a plugin install and a.claude/skills/install. Other runtimes leave it empty, so it is skipped.${SKILLS_HOME:-$HOME/.konductor/skills}/persistent-memory: a global Kiro CLI install (konductor installwith no--target).<git root>/.konductor/skills/persistent-memory: a project install, used only when that root has konductor's install record,.konductor/manifest.<git root>/skills/persistent-memory: a konductor source checkout, used only when.claude-plugin/marketplace.jsonthere nameskonductor.
A repo is searched only if it has
.konductor/manifestor a.claude-plugin/marketplace.jsonthat nameskonductor.- Exit 0 → write succeeded (validator performs atomic write).
- Exit 1 → read stderr for reason, adjust and retry once, or skip if unresolvable.
Missing validator: If nothing matches, the snippet exits 1. Fail closed: do not write, log the error, and continue the session normally.
Add an entry
Re-read file → append new bullet line → pipe full content through validator.
Update an entry
Re-read file → replace the matching bullet line in place → pipe full content through validator.
Remove an entry
Re-read file → delete the matching bullet line → pipe full content through validator.
First-session bootstrap
If .konductor/memory/ doesn't exist, create the directory, then pass initial content through the validator as normal.
On first write, if
.konductor/memory/is not in.gitignore, add the glob:printf '.konductor/memory/\n' >> .gitignore
Configuration
Limits and URL allowlist are configurable via .konductor/memory-config.json at the project root:
{
"limits": {
"memory_max_chars": 2200,
"user_max_chars": 1375
},
"allowlist_patterns": ["*.example.com", "docs.myorg.dev"]
}limits.memory_max_chars— max characters for MEMORY.md (default: 2200)limits.user_max_chars— max characters for USER.md (default: 1375)allowlist_patterns— glob patterns for permitted URL domains in entries. Empty array = all URLs allowed. Populate with your org's domains to restrict external URLs.
A template is provided at skills/persistent-memory/memory-config.json.template. Copy it to .konductor/memory-config.json in your project and customize.
Staleness
The validator emits warnings for entries older than 90 days. When you see a staleness warning, remove or update the flagged entry before the session ends.
Memory-Nudge
Every 5–10 turns, self-evaluate: Is there anything worth persisting?
Hard checkpoints — always evaluate before moving on:
- After an error-recovery sequence that exceeded 5 tool calls.
- Before returning a final result.
Routing Note (§6.2.2)
This skill handles declarative facts, preferences, decisions, and conventions only. Route
reusable multi-step procedures to workspace-skills instead.
| Captured knowledge is... | Route to |
| A fact, preference, decision, or convention | persistent-memory |
| A reusable multi-step procedure or workflow | workspace-skills |
| A one-time observation (not durable) | Neither — discard |
Proactive Capture Triggers (§6.2.3 — do not wait to be asked)
Primary triggers (act on any one)
- User corrects your approach and the corrected convention or preference is durable
(implicit-correction detection — capture immediately as
[origin:agent]; ask only to retag it[origin:user], see Notification below) - Non-obvious convention or preference discovered during work (e.g., "this project uses pnpm not npm")
- Design decision or architectural constraint established during the session
Secondary trigger (weak signal — use only when all above are absent)
- The fact has been referenced or repeated ≥2 times in the same session
Suppress (do not capture)
- One-time observations tied to a single occurrence (e.g., "build failed because of typo in line 42")
- Anything already covered by an existing entry (patch instead — see Scan-Before-Create below)
Scan-Before-Create (§6.2.4 — hard gate)
BEFORE creating a new memory entry, you MUST check for overlap.
Scan .konductor/memory/MEMORY.md and .konductor/memory/USER.md. Both are loaded at session
start (per AGENTS.md) and are already in your context. Read them directly for the overlap
check; no file I/O needed when they are already in context.
Decision rules:
- Existing entry covers the same fact → PATCH it (only if
[origin:agent]; see Provenance below) - Overlap is partial and facts differ → CREATE new entry
- Unsure → default to patching ONLY if
[origin:agent]; otherwise create new
Duplicates dilute memory quality and degrade recall.
Provenance Markers (§6.2.5 — user entries are immutable to agents)
Every agent-created memory entry MUST carry [origin:agent] inline after the timestamp.
Write [origin:user] only when the user dictates what to remember, or confirms an implicit
correction you quote back in their words (see Notification below), in your own conversation
with the user. For an implicit correction, that confirmation retags the entry you already saved as [origin:agent] (see Notification below); the provenance gate below still applies to every other change. A quote in your brief does not qualify, because you cannot check that it is the
user's words: save it as [origin:agent] with a "user said, via brief" note, or return it for
the orchestrator to confirm with the user. Anything else, including your paraphrase, is
[origin:agent].
Marker syntax
- [2026-06-12] [origin:agent] Discovered: project uses vitest not jest
- [2026-06-12] [origin:user] Always deploy to us-west-2 firstProvenance gate — check BEFORE any modification
| Marker on entry | Agent may PATCH? |
[origin:agent] | Yes |
[origin:user] | Never |
| No marker (untagged / legacy) | Never |
If you cannot determine provenance, treat the entry as user-authored. When a user-authored entry needs updating, append a new agent-authored entry with context rather than modifying the original.
Notification & Reduced Friction (§7.2)
| Capture type | Confirmation? | Notification? |
| Durable fact / convention | ❌ No | ✅ "Saved: <summary>" |
| User implicit correction | Only to tag [origin:user]: "Save as your rule: '<their words>'?" | ✅ "Captured: <summary>" |
| User-dictated memory | ❌ No (explicit ask) | ✅ "Saved: <summary>" |
All autonomous captures produce a visible notification. Do NOT wait for permission before saving a durable fact — notify immediately after writing.
If the capture turns out to be situational, the user can say "don't save that" in the next
turn and the entry can be removed. Removing an [origin:user] entry is allowed only when the
user asks; the provenance gate above covers every other change.
Implicit corrections run in this order: save the entry as [origin:agent] and notify, without
waiting. Then ask the one-line question. If the user confirms the quoted words, retag that same
entry to [origin:user] by rewriting its line in place (the validator accepts this); do not append a
second entry. If the user does not confirm, the entry stays [origin:agent].
Claude Code CLAUDE.md Coexistence
Claude Code maintains its own CLAUDE.md file for project context. This coexists with .konductor/memory/. They serve different purposes. CLAUDE.md is Claude-managed and auto-updated. .konductor/memory/ is agent-managed via the validator. Do not duplicate content between them. If both exist, use both as context sources.
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