* feat: add OpenCode persistent memory plugin
Add hindsight-opencode integration with:
- Three custom tools: hindsight_retain, hindsight_recall, hindsight_reflect
- Auto-retain on session.idle with document_id deduplication
- Memory injection on session start via system transform hook
- Memory preservation during context window compaction
- Sliding window retain with retainOverlapTurns support
- 4-level config hierarchy (defaults, user file, plugin options, env vars)
- Dynamic bank ID derivation (agent, project, channel, user dimensions)
- CI job, release script entry, docs page
79 tests across 6 test files.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix: address review findings for opencode integration
1. Pre-compaction retain now uses shared retainSession() helper,
respecting retainMode, documentId, and session_id metadata
consistently with idle-retain (was bypassing retention policy).
2. System transform recall is only consumed after successful injection.
If Hindsight is briefly unavailable, the plugin retries on the next
LLM call instead of permanently skipping recall for the session.
3. Config validation for retainMode and recallBudget — typos like
"full_session" or "maximum" now log a warning and fall back to
the default instead of silently changing retention semantics.
85 tests (6 new covering compaction documentId, recall retry, and
config validation).
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix: docs/tools findings from second review round
1. Remove "session" from supported dynamic bank fields in docs —
the implementation can't vary bank ID per session since it's
derived once at plugin startup.
2. Explicit tools (retain, reflect) now call ensureBankMission()
before API calls, so bankMission/retainMission are applied even
when the agent uses tools exclusively without triggering hooks.
3. Added tests for mission setup via tools path.
88 tests pass.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix: recall retry semantics and README bank scoping clarity
1. recallForContext now returns { context, ok } to distinguish
"no results" (ok=true) from "API error" (ok=false). System
transform consumes the session on ok=true even with 0 results,
so empty banks don't cause repeated queries. Only transient API
failures preserve retry.
2. README clarifies that channel/user bank dimensions are process-
scoped (set via env vars before launch), not per-session dynamic
within a running OpenCode process.
89 tests pass.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix: review fixes for opencode integration
- Rename CI job from build-opencode-integration to test-opencode-integration
to match naming convention for integrations that run tests
- Fix tsconfig module resolution to Node16 (consistent with other integrations)
- Extract shared makeConfig test helper to avoid duplication across 3 test files
* fix: remove unused PluginState import from tools.ts
---------
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
Co-authored-by: Nicolò Boschi <boschi1997@gmail.com>
* feat(api): add bank template import/export endpoints
Add POST /banks/{bank_id}/import and GET /banks/{bank_id}/export
endpoints for declarative bank setup via JSON manifests.
A template manifest (version 1) can include bank config overrides
and mental model definitions. Import creates or updates mental
models matched by id, applies config as per-bank overrides, and
returns async operation IDs for content generation.
Export dumps a bank's explicit overrides and mental models as a
manifest that can be re-imported into another bank.
Includes control plane UI: bank creation dialog now accepts an
optional template JSON to pre-configure the bank on creation.
* docs: add Template Gallery page and bank templates reference
- Template Gallery (/templates) with search, category filter, manifest
preview modal with copy-to-clipboard
- 5 starter templates: Customer Support, Research Assistant, Personal
Journal, Code Review Buddy, Meeting Notes
- Bank Templates API reference doc (developer/api/bank-templates)
- Sidebar entry under API section
* docs: add Template Gallery links to navbar and sidebar
- Top navbar: "Templates" link between Integrations and Changelog
- Sidebar: "Template Gallery" in Resources section
* fix(docs): remove emoji icons, autofocus search, fix placeholder in template gallery
* docs: rename to Bank Templates, move to Resources sidebar only
* docs: add Bank Templates to Resources navbar dropdown
* feat(api): add directives to bank template import/export
- Add BankTemplateDirective model with name, content, priority, is_active, tags
- Import creates/updates directives matched by name
- Export includes all directives (active and inactive)
- Validation: duplicate names rejected, empty name/content caught
- Tests: 24 tests covering directives create/update, existing vs new
bank import, validation, export with directives, full round-trip
* docs: add directives to bank templates docs and sample templates
* feat(api): add JSON Schema endpoint for bank template validation
- GET /v1/default/bank-template-schema returns the JSON Schema
auto-generated from the Pydantic BankTemplateManifest model
- Static schema file at docs/static/bank-template-schema.json
- Docs updated with schema endpoint, static file link, and
validation examples (Python jsonschema, Node ajv-cli)
* feat(api): live schema validation on import, fix schema endpoint path
- Move schema endpoint to /v1/bank-template-schema (system-level, not per-bank)
- Import endpoint now accepts raw JSON and validates with Pydantic manually,
returning clean 400 errors instead of raw 422s for all validation failures
- All validation (schema + semantic) returns consistent 400 with detailed messages
* docs: add interactive JSON Schema viewer to Bank Templates page
Renders the Pydantic-generated schema as a collapsible property tree
with types, required badges, defaults, and descriptions. The schema
is imported from the static bank-template-schema.json file.
* ui: add template toggle switch and browse link to bank creation dialog
- Replace always-visible textarea with a switch toggle ("Import from template")
- Textarea only shows when switch is on, keeping the dialog clean by default
- Add "Browse templates" link pointing to hindsight.vectorize.io/templates
- Reset template state when switch is toggled off or dialog is cancelled
* ui: add empty state with Add Document CTA to data view
When a bank has 0 memories, the data view (all tabs: constellation,
graph, table, timeline) shows a centered empty state with a CTA
button that opens the Add Document dialog.
* docs: replace templates with Conversation and Coding Agent
Remove generic placeholder templates. Add two practical templates
based on actual integration patterns:
- Conversation: for chat agents (LiteLLM, LangGraph, Pydantic AI,
Vercel AI SDK). Tracks user preferences, open threads.
- Coding Agent: for Claude Code/Codex. Tracks technical decisions,
project context, developer preferences. High literalism.
* docs: rename gallery to Bank Templates Hub, keep API doc as Bank Templates
* docs: register layout-template and file-json icons in navbar and sidebar
* docs: register layout-template icon in DefaultNavbarItem for dropdown items
* docs: show integration icons on template cards
Templates now have an optional `integrations` field referencing
integration IDs from integrations.json. Icons are resolved at render
time and shown in the card header next to the category badge.
* docs: add Personal Assistant template for OpenClaw, Hermes, NemoClaw
* feat: add Export Template to bank actions + map all integrations to templates
- Add "Export Template" to the bank Actions dropdown — exports config,
mental models, and directives as JSON, copies to clipboard
- Add export API route and client method
- Map remaining integrations to templates: CrewAI, AG2, Agno, Strands,
LlamaIndex, local-mcp, skills → Conversation; hindclaw → Personal Assistant
* feat: add --template flag to LoCoMo benchmark + remove schema from Hub
- LoCoMo benchmark accepts --template <path> to apply a bank template
manifest (config, mental models, directives) before ingestion
- Template is applied per-bank in both single-phase and two-phase modes
- BenchmarkRunner.apply_template() reuses the same engine methods as
the /import API endpoint
- Remove Manifest Schema section from Bank Templates Hub page
(schema stays in the API reference doc)
* refactor: remove description field from bank template manifest
* docs: remove tags, fact_types, and directives from starter templates
* docs: remove reflect_mission and disposition fields from starter templates
* build: validate template manifests against JSON Schema during docs build
* cleanup: remove unused JsonSchemaViewer component
* docs: remove retain_extraction_mode from starter templates
* ui: enable word wrap in template manifest preview
* docs: add link to Bank Templates reference doc from Hub page
* docs: convert bank templates doc to mdx with multi-language code snippets
- Convert bank-templates.md to .mdx with Tabs/CodeSnippet components
- Add example files: bank-templates.py, .mjs, .sh, .go with doc markers
- Examples cover import, dry-run, export, round-trip, and schema
- Regenerate OpenAPI spec and all client SDKs (Python, TS, Rust, Go)
* fix: migration revision collision + use typed models in benchmark template
- Rename merge migration d6e7f8a9b0c1 -> d6e7f8a9b0c2 to resolve
revision ID collision with case_insensitive_entities_trgm_index
- Update a4b5c6d7e8f9 down_revision to point to the renamed migration
- Fix f-string lint in case_insensitive migration
- BenchmarkRunner.apply_template() now validates manifest through
BankTemplateManifest Pydantic model instead of raw dict access
- Remove redundant inline imports (json, Path already at module top)
* fix(docs): add missing Go tab to dry-run code snippet
* ci: retrigger
* fix: sync skills openapi.json + fix bankId null type error in export
- Copy updated openapi.json to skills/hindsight-docs/references/
- Add null guard for bankId in Export Template onClick handler
* fix: sync generated files (memory_engine formatting, docs skill references)
* cleanup: remove obsolete migration collision workaround
* feat: add AutoGen integration for Hindsight
Adds hindsight-autogen package providing FunctionTool instances that give
AutoGen agents persistent long-term memory via retain/recall/reflect APIs.
- Package: hindsight_autogen with create_hindsight_tools() factory
- 31 unit tests covering tool creation, invocation, config fallback, errors
- Docs page and integrations.json entry
- README with quickstart and configuration reference
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix: address PR review feedback for autogen integration
- Fix install instructions to include autogen-agentchat and autogen-ext[openai]
- Add autogen.svg icon to prevent broken image in integrations grid
- Change icon reference from .png to .svg in integrations.json
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix: add sleep between retain/recall and close clients in examples
- Add time.sleep(3) between retain and recall to wait for async processing
- Close Hindsight client and model client to avoid unclosed session warnings
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix: use asyncio.sleep instead of time.sleep in async examples
time.sleep blocks the event loop; asyncio.sleep yields control.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix: address PR review feedback - validation, defaults, release script
- Add autogen to VALID_INTEGRATIONS in release-integration.sh
- Remove unused verbose config field
- Extract DEFAULT_BUDGET/MAX_TOKENS/RECALL_TAGS_MATCH constants in config.py,
import from tools.py to eliminate default duplication
- Add Literal types for budget and recall_tags_match validation
- Modernize type hints to X | None with from __future__ import annotations
- Add [tool.ruff] line-length = 120 to match monorepo convention
- Add py.typed PEP 561 marker
- Re-raise HindsightError before broad Exception catch
- Expand asyncio.sleep(3) comment explaining when/why it's needed
- Remove verbose from docs configure() reference table
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
---------
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
* refactor(llamaindex): merge two packages into single hindsight-llamaindex
Merge `llama-index-tools-hindsight` and `llama-index-memory-hindsight` into
a single `hindsight-llamaindex` package following our naming convention.
- Rename package to `hindsight-llamaindex` (Python module: `hindsight_llamaindex`)
- Move HindsightToolSpec and HindsightMemory into the same package
- Delete `llamaindex-memory/` directory
- Add CI test job for llamaindex integration
- Update docs, blog post, and integrations.json
* fix(blog): update llamaindex blog post for merged package
- Move date to 2026-03-30
- Add HindsightMemory (automatic BaseMemory) pattern
- Fix "bank must exist first" pitfall — mission auto-creates
- Align all code examples with docs page
- Update architecture diagram to show both patterns
* fix(docs): add llamaindex/openai icons, rename Codex
- Add llamaindex.png and openai.png icons
- Rename "OpenAI Codex CLI" to "Codex" in integrations.json and docs
- Use openai.png icon for Codex integration
* fix(codex): cleanup dead code and add to release lifecycle
- Remove orphaned reflect() method from client.py (leftover from dropped auto-mode)
- Remove dead retainToolCalls config default (never wired through)
- Add codex to release-integration.sh valid integrations
- Add settings.json version fallback to release script
- Add codex CI test job in test.yml
- Add codex to integrations.json registry
* docs(codex): add changelog page and link from integration docs
* feat(codex): add hosted installer script (get-codex)
Add self-contained installer at hindsight.vectorize.io/get-codex that
downloads scripts from GitHub, configures hooks, and supports local/cloud
mode selection — no git clone required.
Update docs and README to use the one-liner install:
curl -fsSL https://hindsight.vectorize.io/get-codex | bash
* chore(codex): remove install.sh in favor of hosted get-codex
* fix(docs): use /next/ prefix for codex changelog link
* fix(docs): use GitHub link for codex changelog back-link
* feat: add LlamaIndex integration for Hindsight
Add hindsight-llamaindex package providing persistent memory tools for
LlamaIndex agents via the native BaseToolSpec pattern. Includes retain,
recall, and reflect tools, a convenience factory, global config, full
test suite, docs page, blog post, and integrations.json entry.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix: address PR review feedback for llamaindex integration
- Fix ReActAgent API: from_tools() → constructor, chat() → await run()
- Add create_bank step to all quickstart examples
- Add production patterns section to docs (tags, error handling, bank lifecycle)
- Add memory scoping recommendation to README
- Add when-not-to-use section to blog post
- Add LlamaIndex compatibility tests (agent acceptance, FunctionTool.call)
- Fix self-hosted auth wording in cookbook notebook
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix: use async client methods and asyncio.run() for runnable examples
- Use await client.acreate_bank() instead of sync create_bank() to
avoid "event loop already running" errors in notebooks and async contexts
- Wrap plain Python examples in async def main() + asyncio.run(main())
so they are copy-paste runnable as scripts
- Add Jupyter notebook tip to docs showing top-level await pattern
- Bank lifecycle example in docs now uses async acreate_bank
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* fix: add async tool methods to avoid event loop conflicts
HindsightToolSpec now provides both sync and async tool implementations
using LlamaIndex's (sync_fn, async_fn) tuple pattern in spec_functions.
Async agents (ReActAgent, etc.) use aretain/arecall/areflect natively,
avoiding the "Timeout context manager should be used inside a task"
error that occurred when sync _run_async() was called from within an
active event loop.
- Add aretain_memory, arecall_memory, areflect_on_memory async methods
- Extract shared kwargs builders (_retain_kwargs, _recall_kwargs, etc.)
- spec_functions now uses tuples: [("retain_memory", "aretain_memory"), ...]
- Tests verify tools have both sync fn and async fn set
- Notebook verified end-to-end with nbclient against local Hindsight
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* chore: remove blog post from integration PR
The blog post will be pulled in separately from its own PR.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* Address PR review: add context label, document_id auto-gen, bank mission, graceful errors
- Add `retain_context` param (default: "llamaindex") as source label on retain ops
- Auto-generate `document_id` as `{session_id}-{timestamp_ms}` when not provided
- Add `retain_async` param (default: True) for non-blocking retain processing
- Add `mission` param for automatic bank creation/management on first use
- Change error handling from raising HindsightError to graceful log + return message
- Add per-operation timeout constants in _client.py
- Add `context` and `mission` fields to config.py and configure()
- Update docs: document as standalone package (not LlamaHub), new params, patterns
- Tests: 51 passing (up from 34), covering all new features
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
* Restructure to LlamaIndex namespace packages + add BaseMemory implementation
Tools package (llama-index-tools-hindsight):
- Restructured from hindsight_llamaindex/ to llama_index/tools/hindsight/
- Import: from llama_index.tools.hindsight import HindsightToolSpec
- Follows PEP 420 implicit namespace package convention
- Removed retain_async param (client.retain() doesn't support async_processing)
Memory package (llama-index-memory-hindsight):
- New package: llama_index/memory/hindsight/
- HindsightMemory(BaseMemory) for automatic memory
- put() auto-retains user/assistant messages to Hindsight
- get(input) auto-recalls relevant memories, prepends as system message
- Graceful error handling, bank mission management, document_id generation
- 28 unit tests passing
Both packages follow LlamaIndex community conventions for future LlamaHub submission.
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
---------
Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com>
- Add AG2 integration doc with quick start, configuration, GroupChat example, and API reference
- Add to sidebar, versioned sidebar, and integrations hub
- Add AG2 icon
* feat: add Strands Agents SDK integration with Hindsight memory tools
* fix: add strands docs to versioned docs so build link check passes
* fix(strands): run hindsight client calls in thread pool to avoid event loop conflict with Strands
* doc: add Claude Code + Telegram + Hindsight blog post
* doc: add fabioscarsi to blog authors
* doc: update fabioscarsi title to Contributor
* doc: remove horizontal rule dividers from blog post
* doc: update cover image and add image frontmatter for claude-code-telegram blog post
* doc: remove horizontal rule dividers
* doc: align Hindsight setup steps with PR #661 README
* fix: move marketplace.json to repo root and update source path
* doc: add Claude Code integration page, sidebar, and integrations hub entry
* doc: update versioned docs to 0.4.19
---------
Co-authored-by: Ben <ben.bartholomew@vectorize.io>
Rename hindsight-openclaw-pro → HindClaw and update description to
reflect the current architecture: server-side Hindsight extensions
(hindclaw-extension on PyPI), Terraform provider for infrastructure
management, and the hindclaw-openclaw gateway plugin.
Link points to https://github.com/mrkhachaturov/hindclaw.
