Commit graph

15 commits

Author SHA1 Message Date
Teknium
0f82c757e0
feat(hooks): add duration_ms to post_tool_call + transform_tool_result
Plugin hooks fired after a tool dispatch now receive an integer
duration_ms kwarg measuring how long the tool's registry.dispatch()
call took (time.monotonic() before/after). Inspired by Claude Code
2.1.119 which added the same field to PostToolUse hook inputs.

Wire points:
- model_tools.py: measure dispatch latency, pass duration_ms to
  invoke_hook("post_tool_call", ...) and invoke_hook("transform_tool_result", ...)
- hermes_cli/hooks.py: include duration_ms in the synthetic payload
  used by 'hermes hooks test' and 'hermes hooks doctor' so shell-hook
  authors see the same shape at development time as runtime
- shell hooks (agent/shell_hooks.py): no code change needed;
  _serialize_payload already surfaces non-top-level kwargs under
  payload['extra'], so duration_ms lands at extra.duration_ms for
  shell-hook scripts

Plugin authors can now build latency dashboards, per-tool SLO alerts,
and regression canaries without having to wrap every tool manually.

Test: tests/test_model_tools.py::test_post_tool_call_receives_non_negative_integer_duration_ms
E2E: real PluginManager + dispatch monkey-patched with a 50ms sleep,
hook callback observes duration_ms=50 (int).

Refs: https://code.claude.com/docs/en/changelog (2.1.119, Apr 23 2026)
2026-04-24 17:08:06 -07:00
Teknium
54e0eb24c0
docs: correctness audit — fix wrong values, add missing coverage (#11972)
Comprehensive audit of every reference/messaging/feature doc page against the
live code registries (PROVIDER_REGISTRY, OPTIONAL_ENV_VARS, COMMAND_REGISTRY,
TOOLSETS, tool registry, on-disk skills). Every fix was verified against code
before writing.

### Wrong values fixed (users would paste-and-fail)

- reference/environment-variables.md:
  - DASHSCOPE_BASE_URL default was `coding-intl.dashscope.aliyuncs.com/v1` \u2192
    actual `dashscope-intl.aliyuncs.com/compatible-mode/v1`.
  - MINIMAX_BASE_URL and MINIMAX_CN_BASE_URL defaults were `/v1` \u2192 actual
    `/anthropic` (Hermes calls MiniMax via its Anthropic Messages endpoint).
- reference/toolsets-reference.md MCP example used the non-existent nested
  `mcp: servers:` key \u2192 real key is the flat `mcp_servers:`.
- reference/skills-catalog.md listed ~20 bundled skills that no longer exist
  on disk (all moved to `optional-skills/`). Regenerated the whole bundled
  section from `skills/**/SKILL.md` \u2014 79 skills, accurate paths and names.
- messaging/slack.md ":::info" callout claimed Slack has no
  `free_response_channels` equivalent; both the env var and the yaml key are
  in fact read.
- messaging/qqbot.md documented `QQ_MARKDOWN_SUPPORT` as an env var, but the
  adapter only reads `extra.markdown_support` from config.yaml. Removed the
  env var row and noted config-only nature.
- messaging/qqbot.md `hermes setup gateway` \u2192 `hermes gateway setup`.

### Missing coverage added

- Providers: AWS Bedrock and Qwen Portal (qwen-oauth) \u2014 both in
  PROVIDER_REGISTRY but undocumented everywhere. Added sections to
  integrations/providers.md, rows to quickstart.md and fallback-providers.md.
- integrations/providers.md "Fallback Model" provider list now includes
  gemini, google-gemini-cli, qwen-oauth, xai, nvidia, ollama-cloud, bedrock.
- reference/cli-commands.md `--provider` enum and HERMES_INFERENCE_PROVIDER
  enum in env-vars now include the same set.
- reference/slash-commands.md: added `/agents` (alias `/tasks`) and `/copy`.
  Removed duplicate rows for `/snapshot`, `/fast` (\u00d72), `/debug`.
- reference/tools-reference.md: fixed "47 built-in tools" \u2192 52. Added
  `feishu_doc` and `feishu_drive` toolset sections.
- reference/toolsets-reference.md: added `feishu_doc` / `feishu_drive` core
  rows + all missing `hermes-<platform>` toolsets in the platform table
  (bluebubbles, dingtalk, feishu, qqbot, wecom, wecom-callback, weixin,
  homeassistant, webhook, gateway). Fixed the `debugging` composite to
  describe the actual `includes=[...]` mechanism.
- reference/optional-skills-catalog.md: added `fitness-nutrition`.
- reference/environment-variables.md: added NOUS_BASE_URL,
  NOUS_INFERENCE_BASE_URL, NVIDIA_API_KEY/BASE_URL, OLLAMA_API_KEY/BASE_URL,
  XAI_API_KEY/BASE_URL, MISTRAL_API_KEY, AWS_REGION/AWS_PROFILE,
  BEDROCK_BASE_URL, HERMES_QWEN_BASE_URL, DISCORD_ALLOWED_CHANNELS,
  DISCORD_PROXY, TELEGRAM_REPLY_TO_MODE, MATRIX_DEVICE_ID, MATRIX_REACTIONS,
  QQBOT_HOME_CHANNEL_NAME, QQ_SANDBOX.
- messaging/discord.md: documented DISCORD_ALLOWED_CHANNELS, DISCORD_PROXY,
  HERMES_DISCORD_TEXT_BATCH_DELAY_SECONDS and HERMES_DISCORD_TEXT_BATCH_SPLIT
  _DELAY_SECONDS (all actively read by the adapter).
- messaging/matrix.md: documented MATRIX_REACTIONS (default true).
- messaging/telegram.md: removed the redundant second Webhook Mode section
  that invented a `telegram.webhook_mode: true` yaml key the adapter does
  not read.
- user-guide/features/hooks.md: added `on_session_finalize` and
  `on_session_reset` (both emitted via invoke_hook but undocumented).
- user-guide/features/api-server.md: documented GET /health/detailed, the
  `/api/jobs/*` CRUD surface, POST /v1/runs, and GET /v1/runs/{id}/events
  (10 routes that were live but undocumented).
- user-guide/features/fallback-providers.md: added `approval` and
  `title_generation` auxiliary-task rows; added gemini, bedrock, qwen-oauth
  to the supported-providers table.
- user-guide/features/tts.md: "seven providers" \u2192 "eight" (post-xAI add
  oversight in #11942).
- user-guide/configuration.md: TTS provider enum gains `xai` and `gemini`;
  yaml example block gains `mistral:`, `gemini:`, `xai:` subsections.
  Auxiliary-provider enum now enumerates all real registry entries.
- reference/faq.md: stale AIAgent/config examples bumped from
  `nous/hermes-3-llama-3.1-70b` and `claude-sonnet-4.6` to
  `claude-opus-4.7`.

### Docs-site integrity

- guides/build-a-hermes-plugin.md referenced two nonexistent hooks
  (`pre_api_request`, `post_api_request`). Replaced with the real
  `on_session_finalize` / `on_session_reset` entries.
- messaging/open-webui.md and features/api-server.md had pre-existing
  broken links to `/docs/user-guide/features/profiles` (actual path is
  `/docs/user-guide/profiles`). Fixed.
- reference/skills-catalog.md had one `<1%` literal that MDX parsed as a
  JSX tag. Escaped to `&lt;1%`.

### False positives filtered out (not changed, verified correct)

- `/set-home` is a registered alias of `/sethome` \u2014 docs were fine.
- `hermes setup gateway` is valid syntax (`hermes setup \<section\>`);
  changed in qqbot.md for cross-doc consistency, not as a bug fix.
- Telegram reactions "disabled by default" matches code (default `"false"`).
- Matrix encryption "opt-in" matches code (empty env default \u2192 disabled).
- `pre_api_request` / `post_api_request` hooks do NOT exist in current code;
  documented instead the real `on_session_finalize` / `on_session_reset`.
- SIGNAL_IGNORE_STORIES is already in env-vars.md (subagent missed it).

Validation:
- `docusaurus build` \u2014 passes (only pre-existing nix-setup anchor warning).
- `ascii-guard lint docs` \u2014 124 files, 0 errors.
- 22 files changed, +317 / \u2212158.
2026-04-18 01:45:48 -07:00
Teknium
fb903b8f08
docs: document register_command() for plugin slash commands (#10671)
* feat: implement register_command() on plugin context

Complete the half-built plugin slash command system. The dispatch
code in cli.py and gateway/run.py already called
get_plugin_command_handler() but the registration side was never
implemented.

Changes:
- Add register_command() to PluginContext — stores handler,
  description, and plugin name; normalizes names; rejects conflicts
  with built-in commands
- Add _plugin_commands dict to PluginManager
- Add commands_registered tracking on LoadedPlugin
- Add get_plugin_command_handler() and get_plugin_commands()
  module-level convenience functions
- Fix commands.py to use actual plugin description in Telegram
  bot menu (was hardcoded 'Plugin command')
- Add plugin commands to SlashCommandCompleter autocomplete
- Show command count in /plugins display
- 12 new tests covering registration, conflict detection,
  normalization, handler dispatch, and introspection

Closes #10495

* docs: add register_command() to plugin guides

- Build a Plugin guide: new 'Register slash commands' section with
  full API reference, comparison table vs register_cli_command(),
  sync/async examples, and conflict protection docs
- Features/Plugins page: add slash commands to capabilities table
  and plugin types summary
2026-04-15 19:55:25 -07:00
N0nb0at
b21b3bfd68 feat(plugins): namespaced skill registration for plugin skill bundles
Add ctx.register_skill() API so plugins can ship SKILL.md files under
a 'plugin:skill' namespace, preventing name collisions with built-in
Hermes skills. skill_view() detects the ':' separator and routes to
the plugin registry while bare names continue through the existing
flat-tree scan unchanged.

Key additions:
- agent/skill_utils: parse_qualified_name(), is_valid_namespace()
- hermes_cli/plugins: PluginContext.register_skill(), PluginManager
  skill registry (find/list/remove)
- tools/skills_tool: qualified name dispatch in skill_view(),
  _serve_plugin_skill() with full guards (disabled, platform,
  injection scan), bundle context banner with sibling listing,
  stale registry self-heal
- Hoisted _INJECTION_PATTERNS to module level (dedup)
- Updated skill_view schema description

Based on PR #9334 by N0nb0at. Lean P1 salvage — omits autogen shim
(P2) for a simpler first merge.

Closes #8422
2026-04-14 10:42:58 -07:00
Teknium
79198eb3a0 docs: context engine plugin system + unified hermes plugins UI
New page:
- developer-guide/context-engine-plugin.md — full guide for building
  context engine plugins (ABC contract, lifecycle, tools, registration)

Updated pages (11 files):
- plugins.md — plugin types table, composite UI documentation with
  screenshot-style example, provider plugin config format
- cli-commands.md — hermes plugins section rewritten for composite UI
  with provider plugin config keys documented
- context-compression-and-caching.md — new 'Pluggable Context Engine'
  section explaining the ABC, config-driven selection, resolution order
- configuration.md — new 'Context Engine' config section with examples
- architecture.md — context_engine.py and plugins/context_engine/ added
  to directory trees, plugin system description updated
- memory-provider-plugin.md — cross-reference tip to context engines
- memory-providers.md — hermes plugins as alternative setup path
- agent-loop.md — context_engine.py added to file reference table
- overview.md — plugins description expanded to cover all 3 types
- build-a-hermes-plugin.md — tip box linking to specialized plugin guides
- sidebars.ts — context-engine-plugin added to Extending category
2026-04-10 19:15:50 -07:00
Teknium
c58e16757a
docs: fix 40+ discrepancies between documentation and codebase (#5818)
Comprehensive audit of all ~100 doc pages against the actual code, fixing:

Reference docs:
- HERMES_API_TIMEOUT default 900 -> 1800 (env-vars)
- TERMINAL_DOCKER_IMAGE default python:3.11 -> nikolaik/python-nodejs (env-vars)
- compression.summary_model default shown as gemini -> actually empty string (env-vars)
- Add missing GOOGLE_API_KEY, GEMINI_API_KEY, GEMINI_BASE_URL env vars (env-vars)
- Add missing /branch (/fork) slash command (slash-commands)
- Fix hermes-cli tool count 39 -> 38 (toolsets-reference)
- Fix hermes-api-server drop list to include text_to_speech (toolsets-reference)
- Fix total tool count 47 -> 48, standalone 14 -> 15 (tools-reference)

User guide:
- web_extract.timeout default 30 -> 360 (configuration)
- Remove display.theme_mode (not implemented in code) (configuration)
- Remove display.background_process_notifications (not in defaults) (configuration)
- Browser inactivity timeout 300/5min -> 120/2min (browser)
- Screenshot path browser_screenshots -> cache/screenshots (browser)
- batch_runner default model claude-sonnet-4-20250514 -> claude-sonnet-4.6
- Add minimax to TTS provider list (voice-mode)
- Remove credential_pool_strategies from auth.json example (credential-pools)
- Fix Slack token path platforms/slack/ -> root ~/.hermes/ (slack)
- Fix Matrix store path for new installs (matrix)
- Fix WhatsApp session path for new installs (whatsapp)
- Fix HomeAssistant config from gateway.json to config.yaml (homeassistant)
- Fix WeCom gateway start command (wecom)

Developer guide:
- Fix tool/toolset counts in architecture overview
- Update line counts: main.py ~5500, setup.py ~3100, run.py ~7500, mcp_tool ~2200
- Replace nonexistent agent/memory_store.py with memory_manager.py + memory_provider.py
- Update _discover_tools() list: remove honcho_tools, add skill_manager_tool
- Add session_search and delegate_task to intercepted tools list (agent-loop)
- Fix budget warning: two-tier system (70% caution, 90% warning) (agent-loop)
- Fix gateway auth order (per-platform first, global last) (gateway-internals)
- Fix email_adapter.py -> email.py, add webhook.py + api_server.py (gateway-internals)
- Add 7 missing providers to provider-runtime list

Other:
- Add Docker --cap-add entries to security doc
- Fix Python version 3.10+ -> 3.11+ (contributing)
- Fix AGENTS.md discovery claim (not hierarchical walk) (tips)
- Fix cron 'add' -> canonical 'create' (cron-internals)
- Add pre_api_request/post_api_request hooks to plugin guide
- Add Google/Gemini provider to providers page
- Clarify OPENAI_BASE_URL deprecation (providers)
2026-04-07 10:17:44 -07:00
Teknium
972482e28e
docs: guides section overhaul — fix existing + add 3 new tutorials (#5735)
* docs: fix guides section — sidebar ordering, broken links, position conflicts

- Add local-llm-on-mac.md to sidebars.ts (was missing after salvage PR)
- Reorder sidebar: tips first, then local LLM guide, then tutorials
- Fix 10 broken links in team-telegram-assistant.md (missing /docs/ prefix)
- Fix relative link in migrate-from-openclaw.md
- Fix installation link pointing to learning-path instead of installation
- Renumber all sidebar_position values to eliminate conflicts and match
  the explicit sidebars.ts ordering

* docs: add 3 new guides — cron automation, skills, delegation

New tutorial-style guides covering core features:

- automate-with-cron.md (261 lines): 5 real-world patterns — website
  monitoring with scripts, weekly reports, GitHub watchers, data
  collection pipelines, multi-skill workflows. Covers [SILENT] trick,
  delivery targets, job management.

- work-with-skills.md (268 lines): End-to-end skill workflow — finding,
  installing from Hub, configuring, creating from scratch with reference
  files, per-platform management, skills vs memory comparison.

- delegation-patterns.md (239 lines): 5 patterns — parallel research,
  code review, alternative comparison, multi-file refactoring,
  gather-then-analyze (execute_code + delegate). Covers the context
  problem, toolset selection, constraints.

Added all three to sidebars.ts in the Guides & Tutorials section.
2026-04-06 22:02:47 -07:00
Teknium
f071b1832a
docs: document rich requires_env format and install-time prompting
Updates the plugin build guide and features page to reflect the
interactive env var prompting added in PR #5470. Documents the rich
manifest format (name/description/url/secret) alongside the simple
string format.
2026-04-06 16:43:42 -07:00
Teknium
efa03fc07d
docs: update honcho CLI reference + document plugin CLI registration (#5308)
Post PR #5295 docs audit — 4 fixes:

1. cli-commands.md: Update hermes honcho subcommand table with 4
   missing commands (peers, enable, disable, sync), --target-profile
   flag, --all on status, correct mode values (hybrid/context/tools
   not hybrid/honcho/local), and note that setup redirects to
   hermes memory setup.

2. build-a-hermes-plugin.md: Replace 'ctx.register_command() —
   planned but not yet implemented' with the actual implemented
   ctx.register_cli_command() API. Add full Register CLI commands
   section with code example.

3. memory-provider-plugin.md: Add 'Adding CLI Commands' section
   documenting the register_cli(subparser) convention for memory
   provider plugins, active-provider gating, and directory structure.

4. plugins.md: Add CLI command registration to the capabilities table.
2026-04-05 12:48:20 -07:00
Teknium
5879b3ef82
fix: move pre_llm_call plugin context to user message, preserve prompt cache (#5146)
Plugin context from pre_llm_call hooks was injected into the system
prompt, breaking the prompt cache prefix every turn when content
changed (typical for memory plugins). Now all plugin context goes
into the current turn's user message — the system prompt stays
identical across turns, preserving cached tokens.

The system prompt is reserved for Hermes internals. Plugins
contribute context alongside the user's input.

Also adds comprehensive documentation for all 6 plugin hooks:
pre_tool_call, post_tool_call, pre_llm_call, post_llm_call,
on_session_start, on_session_end — each with full callback
signatures, parameter tables, firing conditions, and examples.

Supersedes #5138 which identified the same cache-busting bug
and proposed an uncached system suffix approach. This fix goes
further by removing system prompt injection entirely.

Co-identified-by: OutThisLife (PR #5138)
2026-04-04 16:55:44 -07:00
Teknium
44d02f35d2
docs: restructure site navigation — promote features and platforms to top-level (#4116)
Major reorganization of the documentation site for better discoverability
and navigation. 94 pages across 8 top-level sections (was 5).

Structural changes:
- Promote Features from 3-level-deep subcategory to top-level section
  with new Overview hub page categorizing all 26 feature pages
- Promote Messaging Platforms from User Guide subcategory to top-level
  section, add platform comparison matrix (13 platforms x 7 features)
- Create new Integrations section with hub page, grouping MCP, ACP,
  API Server, Honcho, Provider Routing, Fallback Providers
- Extract AI provider content (626 lines) from configuration.md into
  dedicated integrations/providers.md — configuration.md drops from
  1803 to 1178 lines
- Subcategorize Developer Guide into Architecture, Extending, Internals
- Rename "User Guide" to "Using Hermes" for top-level items

Orphan fixes (7 pages now reachable via sidebar):
- build-a-hermes-plugin.md added to Guides
- sms.md added to Messaging Platforms
- context-references.md added to Features > Core
- plugins.md added to Features > Core
- git-worktrees.md added to Using Hermes
- checkpoints-and-rollback.md added to Using Hermes
- checkpoints.md (30-line stub) deleted, superseded by
  checkpoints-and-rollback.md (203 lines)

New files:
- integrations/index.md — Integrations hub page
- integrations/providers.md — AI provider setup (extracted)
- user-guide/features/overview.md — Features hub page

Broken link fixes:
- quickstart.md, faq.md: update context-length-detection anchors
- configuration.md: update checkpoints link
- overview.md: fix checkpoint link path

Docusaurus build verified clean (zero broken links/anchors).
2026-03-30 18:39:51 -07:00
Teknium
455bf2e853
feat: activate plugin lifecycle hooks (pre/post_llm_call, session start/end) (#3542)
The plugin system defined six lifecycle hooks but only pre_tool_call and
post_tool_call were invoked.  This activates the remaining four so that
external plugins (e.g. memory systems) can hook into the conversation
loop without touching core code.

Hook semantics:
- on_session_start: fires once when a new session is created
- pre_llm_call: fires once per turn before the tool-calling loop;
  plugins can return {"context": "..."} to inject into the ephemeral
  system prompt (not cached, not persisted)
- post_llm_call: fires once per turn after the loop completes, with
  user_message and assistant_response for sync/storage
- on_session_end: fires at the end of every run_conversation call

invoke_hook() now returns a list of non-None callback return values,
enabling pre_llm_call context injection while remaining backward
compatible (existing hooks that return None are unaffected).

Salvaged from PR #2823.

Co-authored-by: Nicolò Boschi <boschi1997@gmail.com>
2026-03-28 11:14:54 -07:00
Teknium
ee3f3e756d
docs: fix stale and incorrect documentation across 18 files
Cross-referenced all 84 docs pages against the actual codebase and
corrected every discrepancy found.

Reference docs:
- faq.md: Fix non-existent commands (/stats→/usage, /context→/usage,
  hermes models→hermes model, hermes config get→hermes config show,
  hermes gateway logs→cat gateway.log, async→sync chat() call)
- cli-commands.md: Fix --provider choices list (remove providers not
  in argparse), add undocumented -s/--skills flag
- slash-commands.md: Add missing /queue and /resume commands, fix
  /approve args_hint to show [session|always]
- tools-reference.md: Remove duplicate vision and web toolset sections
- environment-variables.md: Fix HERMES_INFERENCE_PROVIDER list (add
  copilot-acp, remove alibaba to match actual argparse choices)

Configuration & user guide:
- configuration.md: Fix approval_mode→approvals.mode (manual not ask),
  checkpoints.enabled default true not false, human_delay defaults
  (500/2000→800/2500), remove non-existent delegation.max_iterations
  and delegation.default_toolsets, fix website_blocklist nesting
  under security:, add .hermes.md and CLAUDE.md to context files
  table with priority system explanation
- security.md: Fix website_blocklist nesting under security:
- context-files.md: Add .hermes.md/HERMES.md and CLAUDE.md support,
  document priority-based first-match-wins loading behavior
- cli.md: Fix personalities config nesting (top-level, not under agent:)
- delegation.md: Fix model override docs (config-level, not per-call
  tool parameter)
- rl-training.md: Fix log directory (tinker-atropos/logs/→
  ~/.hermes/logs/rl_training/)
- tts.md: Fix Discord delivery format (voice bubble with fallback,
  not just file attachment)
- git-worktrees.md: Remove outdated v0.2.0 version reference

Developer guide:
- prompt-assembly.md: Add .hermes.md, CLAUDE.md, document priority
  system for context files
- agent-loop.md: Fix callback list (remove non-existent
  message_callback, add stream_delta_callback, tool_gen_callback,
  status_callback)

Messaging & guides:
- webhooks.md: Fix command (hermes setup gateway→hermes gateway setup)
- tips.md: Fix session idle timeout (120min→24h), config file
  (gateway.json→config.yaml)
- build-a-hermes-plugin.md: Fix plugin.yaml provides: format
  (provides_tools/provides_hooks as lists), note register_command()
  as not yet implemented
2026-03-24 07:53:07 -07:00
Teknium
8da410ed95
feat(plugins): add slash command registration for plugins (#2359)
Plugins can now register slash commands via ctx.register_command()
in their register() function. Commands automatically appear in:
- /help and COMMANDS_BY_CATEGORY (under 'Plugins' category)
- Tab autocomplete in CLI
- Telegram bot menu
- Slack subcommand mapping
- Gateway dispatch

Handler signature: handler(args: str) -> str | None
Async handlers are supported in gateway context.

Changes:
- commands.py: add register_plugin_command() and rebuild_lookups()
- plugins.py: add register_command() to PluginContext, track in
  PluginManager._plugin_commands and LoadedPlugin.commands_registered
- cli.py: dispatch plugin commands in process_command()
- gateway/run.py: dispatch plugin commands before skill commands
- tests: 5 new tests for registration, help, tracking, handler, gateway
- docs: update plugins feature page and build guide
2026-03-21 16:00:30 -07:00
Teknium
97990e7ad5
feat: first-class plugin architecture (#1555)
Plugin system for extending Hermes with custom tools, hooks, and
integrations — no source code changes required.

Core system (hermes_cli/plugins.py):
  - Plugin discovery from ~/.hermes/plugins/, .hermes/plugins/, and
    pip entry_points (hermes_agent.plugins group)
  - PluginContext with register_tool() and register_hook()
  - 6 lifecycle hooks: pre/post tool_call, pre/post llm_call,
    on_session_start/end
  - Namespace package handling for relative imports in plugins
  - Graceful error isolation — broken plugins never crash the agent

Integration (model_tools.py):
  - Plugin discovery runs after built-in + MCP tools
  - Plugin tools bypass toolset filter via get_plugin_tool_names()
  - Pre/post tool call hooks fire in handle_function_call()

CLI:
  - /plugins command shows loaded plugins, tool counts, status
  - Added to COMMANDS dict for autocomplete

Docs:
  - Getting started guide (build-a-hermes-plugin.md) — full tutorial
    building a calculator plugin step by step
  - Reference page (features/plugins.md) — quick overview + tables
  - Covers: file structure, schemas, handlers, hooks, data files,
    bundled skills, env var gating, pip distribution, common mistakes

Tests: 16 tests covering discovery, loading, hooks, tool visibility.
2026-03-16 07:17:36 -07:00