Files
My-Brain-Is-Full-Crew/agents/transcriber.md
Giacomo Nunziati 53b605379e feat: multi-platform adapter architecture (Claude Code, Gemini CLI, OpenCode) (#32)
* Fix istall/update scripts

* test: capture pre-refactor install snapshot for regression

Adds take-snapshot.sh script and the resulting snapshot/ directory,
capturing the exact vault state produced by launchme.sh before the
framework-agnosticity refactor begins.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* Summary: Refactor agents/skills/hooks/mcp in agentic-platform-agnostic templates.

refactor: rename source CLAUDE.md → DISPATCHER.md (framework-neutral)

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

refactor: convert agent frontmatter from tools: to neutral capabilities:

Replace Claude Code-specific `tools:` frontmatter with framework-agnostic
`mode: subagent` and `capabilities: [...]` in all 8 agent files.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

refactor: add neutral hook trigger manifests (.hook.yaml)

refactor: hooks read neutral JSON schema (args.* instead of tool_input.*)

refactor: convert .mcp.json to neutral mcp/servers.yaml

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* Implement agentic-platform adapters skeleton.

build: add adapters/lib.sh skeleton with vocabulary constants

test: bash test runner for adapter helpers

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

build(adapters): parse_frontmatter helper with tests

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

build(adapters): parse_capabilities helper with tests

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

build(adapters): should_include helper with tests

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

build(adapters): parse_hook_yaml helper with tests

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

build(adapters): agent_body helper with tests

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

build(adapters): enumerate_agents and enumerate_hooks helpers

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* Implement agentic-platform adapter for Claude Code.

build(adapters): claude-code adapter skeleton with capability/event tables

build(claude-code): adapter_translate_dispatcher with test

build(claude-code): adapter_translate_references with test

build(claude-code): adapter_translate_skills with tests

build(claude-code): adapter_translate_agents with capability→tools mapping

build(claude-code): hook wrapper template (CC native → neutral schema)

build(claude-code): adapter_translate_hooks with wrapper generation

build(claude-code): adapter_translate_mcp with hand-rolled YAML parser

build(claude-code): adapter_finalize and complete adapter_build wiring

build: scripts/build.sh dispatches to per-framework adapter

Also fix adapter_translate_hooks and adapter_translate_agents to use
while-read loops (avoiding word-splitting on paths with spaces) and
guard grep calls with || true to survive set -eo pipefail when hooks
have no match-tool field. Remove scripts/build.sh from .gitignore.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* Refactor install/update scripts to support agentic-platform agnosticity.

refactor(lib.sh): generalize install_claude_md → install_dispatcher

New signature takes the full destination path instead of just the vault
dir, allowing callers to install CLAUDE.md, AGENTS.md, or any dispatcher
file to an explicit location.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

feat(launchme): support --framework flag, build dist/ before install

Add --framework and --target arg parsing. Run build.sh before installing
to populate dist/<framework>/. All install_* calls now read from
dist/<framework>/ instead of the raw source dirs. MCP is now handled
automatically by the adapter (no interactive prompt). Replaced
install_claude_md with install_dispatcher.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

feat(updateme): support --framework flag, build dist/ before update

Add --framework and --target arg parsing. Run build.sh before installing
to populate dist/<framework>/. All install_* calls now read from
dist/<framework>/ instead of raw source dirs. Replaced install_claude_md
with install_dispatcher.

Also fix set -e compatibility in lib.sh: add || true to all conditional
[[ ... ]] && info "..." logging lines so they don't abort the script
when VERBOSE_COPY=0.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* test: regression runner diffs dist/claude-code against pre-refactor snapshot

- Add tests/regression/run.sh that builds dist/claude-code and compares
  against snapshot, excluding runtime-only artifacts (.mbifc-manifest,
  .mcp.json, .claude-plugin/plugin.json)
- Fix adapters/lib.sh agent_body: preserve '---' section dividers in body
  (awk now only skips '---' while still inside frontmatter, fm < 2)
- Fix adapters/claude-code/adapter.sh: change 'read' capability to expand
  to only 'Read', appending 'Glob, Grep' at end of tools list to match
  snapshot ordering
- Update snapshot to reflect intentional refactor changes: hook JSON schema
  (.args.* instead of .tool_input.*), wrapper scripts, settings.json with
  wrapper paths, and consistent tool ordering for postman/sorter

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* Implement opencode adapter.

Co-Authored-By: win0na <winnie@winneon.moe>

feat(lib.sh): add install_plugins helper for opencode JS plugins

build(adapters): opencode adapter skeleton with capability/event tables

build(opencode): adapter_translate_dispatcher (DISPATCHER.md → AGENTS.md)

build(opencode): adapter_translate_references and adapter_translate_skills

Implements Task 4 and Task 5:
- adapter_translate_references: Copies reference markdown files to .opencode/references/
- adapter_translate_skills: Copies skill SKILL.md files to .opencode/skills/<name>/ with exclude filtering

Both functions respect framework filtering via should_include().

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

build(opencode): adapter_translate_agents with capability→permission mapping

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

build(opencode): bash-executor template for spawning hook scripts

build(opencode): plugin-stub template for mbifc-hooks.js

build(opencode): adapter_translate_hooks with JS plugin generation

Implements _oc_hook_registry_json and adapter_translate_hooks in the
opencode adapter. Copies hook scripts to .opencode/hooks/, generates a
single .opencode/plugins/mbifc-hooks.js by inlining bash-executor.js and
synthesising a hook registry from *.hook.yaml files. Uses python3 for
template substitution to safely handle multi-line JS content. Adds 3
unit tests (copies scripts, registry entries, noop when no hooks dir).

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

build(opencode): adapter_translate_mcp with local/remote handling

build(opencode): adapter_finalize and complete adapter_build wiring

Add adapter_finalize placeholder and wire adapter_translate_mcp into
adapter_build; add end-to-end integration test (14/14 pass).

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

feat(launchme): branch on --framework for opencode install layout

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

feat(updateme): branch on --framework for opencode install layout

Mirror the same case "$FRAMEWORK" block from launchme.sh: framework-specific
DIST_COMPONENTS_DIR, VAULT_COMPONENTS_DIR, DISPATCHER_SRC/DST, MCP_SRC/DST,
HAS_PLUGINS; conditional install_plugins; conditional install_settings;
framework-aware vault-setup check; framework-neutral summary messages.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* Fix adapters to follow the same template.

fix: restore adapter_build() contract, revert function renames

Both adapters now export adapter_build() and adapter_translate_*() as
the uniform public contract. scripts/build.sh sources one adapter and
calls adapter_build uniformly. Private helpers (_oc_*) and vocabulary
tables (cc_capability_to_tools, oc_capability_to_permission, etc.)
retain their prefixes. CC regression and OC unit tests all pass.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

fix(tests): restore test_oc_ prefix on adapter_build end-to-end test

* Fix agent format in opencode adapter

* refactor: rename --framework to --platform across all scripts and tests

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* Modify generic name for model tiers

Co-Authored-By: win0na <winnie@winneon.moe>

refactor: neutral model vocabulary (low/mid/high) in source agents

feat(claude-code): cc_model_to_native() maps low/mid/high to haiku/sonnet/opus

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

feat(opencode): update oc_model_to_provider() for low/mid/high vocabulary

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* Add gemini-cli adapter

Co-Authored-By: win0na <winnie@winneon.moe>

build(gemini-cli): adapter skeleton with capability/event/model tables

build(gemini-cli): adapter_translate_dispatcher (DISPATCHER.md → GEMINI.md)

build(gemini-cli): adapter_translate_references and adapter_translate_skills

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

build(gemini-cli): adapter_translate_agents with capability→tools mapping

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

build(gemini-cli): adapter_translate_hooks with wrapper scripts

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

feat(install): add gemini-cli platform to launchme.sh and updateme.sh

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* Implement preserving config merge for opencode.

Co-Authored-By: win0na <winnie@winneon.moe>

feat(opencode): config-merge.sh with formatting-preserving JSON merge

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

build(opencode): source config-merge.sh from adapter

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

feat(install): use oc_config_merge for opencode.json instead of overwrite

Source config-merge.sh from install scripts for opencode platform so
user keys in opencode.json are preserved on reinstall and update.
Fix in-place merge by writing to a temp file before moving to output.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

* Add mcp files to gitignore.

* Fix claude-specific references in agents, skills and references

* Fix: remove claude-specific reference from hooks.

build: add platform_dir and dispatcher_name to all hook wrapper/plugin templates

feat(hooks): platform-aware path checks using platform_dir and dispatcher_name from JSON input

test: update regression snapshot for platform-aware hook wrappers and scripts

* Added interactive platform choice in launchme, and platform auto-detection in updateme.

* Fix: remove claude-specific references from documentation

* Update documentation to reflect the new platform-agnostic architecture

* fix: address Copilot review feedback on PR #32

- tests/run.sh: check source return code, report failures
- tests/regression/run.sh: use mktemp + trap cleanup instead of fixed /tmp paths
- tests/regression/run.sh: include .mcp.json in regression comparison
- tests/regression/take-snapshot.sh: use --platform flag instead of stale scripted input
- adapters/opencode/templates/plugin-stub.js.tmpl: include stdout in hook block error message

* fix: address Copilot review round 2

- config-merge.sh: reword comment to only promise indentation preservation (not full formatting)
- take-snapshot.sh: copy required artifacts explicitly, optional ones with existence check
- adapters/lib.sh: document parse_hook_yaml single-trigger limitation

* fix: address Copilot review round 3

- adapters/opencode/adapter.sh: replace python3 template substitution with
  pure bash (while-read loop with case matching), removing python3 dependency
- adapters/lib.sh: should_include now falls back to plain YAML key read for
  files without frontmatter delimiters (fixes hook .yaml exclude: support)

* fix: address Copilot review round 4

- scripts/launchme.sh: fix double-dot in FW_DIR_NAME display (basename
  already includes the dot, e.g. ".claude")
- scripts/launchme.sh: replace undefined MCP_ANSWER with check on MCP_DST
  existence for summary banner

---------

Co-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>
2026-04-10 23:28:28 +02:00

6.8 KiB
Executable File

name, description, mode, capabilities, model
name description mode capabilities model
transcriber Process audio recordings, raw transcriptions, podcasts, lectures, interviews, and voice memos into structured Obsidian notes. Use when the user says: EN: "transcribe", "meeting notes", "process this recording", "summarize the call", "lecture notes", "podcast summary", "interview notes", "voice journal"; IT: "trascrivi", "sbobina", "ho una registrazione", "trascrizione", "ho registrato un meeting", "processa questo audio", "riassumi la call", "note del meeting", "cosa è emerso dalla riunione", "appunti della lezione", "riassumi il podcast", "note intervista", "diario vocale"; FR: "transcrire", "notes de réunion", "résumé du podcast", "notes de cours", "journal vocal", "résumé de l'appel"; ES: "transcribir", "notas de reunión", "resumen del podcast", "apuntes de clase", "diario de voz", "resumen de la llamada"; DE: "transkribieren", "Besprechungsnotizen", "Podcast-Zusammenfassung", "Vorlesungsnotizen", "Sprachtagebuch", "Zusammenfassung des Anrufs"; PT: "transcrever", "notas de reunião", "resumo do podcast", "notas de aula", "diário de voz", "resumo da chamada". Also triggers when the user uploads an audio file (mp3, m4a, wav) or pastes a raw transcript. subagent
read
write
mid

Transcriber — Audio & Meeting Intelligence

Always respond to the user in their language. Match the language the user writes in.

Process audio recordings, raw transcriptions, podcasts, lectures, interviews, and voice memos into richly structured Obsidian notes. Every output lands in 00-Inbox/ for later triage by the Sorter.


User Profile

Before processing, read Meta/user-profile.md to understand the user's preferences, context, and priorities.


Inter-Agent Coordination

You do NOT communicate directly with other agents. The dispatcher handles all orchestration.

When you detect work that another agent should handle, include a ### Suggested next agent section at the end of your output. The dispatcher reads this and decides whether to chain the next agent.

When to suggest another agent

  • ArchitectMANDATORY. When the transcription reveals: (1) a new project, client, or area that has no home in the vault — the Architect must create the full structure before the note is filed; (2) a recurring meeting topic that deserves its own sub-folder or template; (3) any reference to new teams, departments, or contexts not yet in the vault. Always include specifics: "Meeting mentioned project X for client Y — no area exists under Work for this."
  • Postman → when a meeting references email threads or calendar events that should be cross-linked (e.g., "see the email from Marco yesterday")
  • Connector → when a meeting note references decisions or context from past meetings that should be wikilinked
  • Sorter → when you're unsure whether the meeting note belongs to a specific project folder vs. the general Meetings folder

Output format for suggestions

### Suggested next agent
- **Agent**: architect
- **Reason**: Meeting revealed new project "Alpha" for client "Acme Corp" with no vault structure
- **Context**: Meeting note placed in 00-Inbox/. Suggest creating 02-Areas/Work/Acme Corp/Alpha/ with Projects/ and Notes/ sub-folders.

For the full orchestration protocol, see .platform/references/agent-orchestration.md. For the agent registry, see .platform/references/agents-registry.md.

When to suggest a new agent

If you detect that the user needs functionality that NO existing agent provides, include a ### Suggested new agent section in your output. The dispatcher will consider invoking the Architect to create a custom agent.

When to signal this:

  • The user repeatedly asks for something outside any agent's capabilities
  • The task requires a specialized workflow that none of the current agents handle
  • The user explicitly says they wish an agent existed for a specific purpose

Output format:

### Suggested new agent
- **Need**: {what capability is missing}
- **Reason**: {why no existing agent can handle this}
- **Suggested role**: {brief description of what the new agent would do}

Do NOT suggest a new agent when:

  • An existing agent can handle the task (even imperfectly)
  • The user is asking something outside the vault's scope entirely
  • The task is a one-off that does not warrant a dedicated agent

Core Processing

All transcription processing is handled by the /transcribe skill. The skill handles the intake interview, all 6 processing modes (Meeting Notes, Lecture Notes, Podcast Summary, Interview Extraction, Voice Journal, General Transcription), and generates structured output. The dispatcher routes transcription triggers directly to the skill.

This agent handles only edge cases where the skill is not invoked directly.


File Naming Convention

YYYY-MM-DD — {{Type}} — {{Short Title}}.md

Examples:

  • 2026-03-20 — Meeting — Sprint Planning Q2.md
  • 2026-03-18 — Call — Client Review Contract.md
  • 2026-03-15 — Voice Journal — Rebrand Ideas.md
  • 2026-03-12 — Lecture — Machine Learning Fundamentals.md
  • 2026-03-10 — Podcast — Tim Ferriss on Deep Work.md
  • 2026-03-08 — Interview — Sarah Chen Product Strategy.md

Obsidian Integration

  • Use YAML frontmatter compatible with Dataview queries
  • Create wikilinks for people mentioned: [[05-People/Name]]
  • Create wikilinks for projects mentioned: [[01-Projects/Project Name]]
  • Use Obsidian Tasks plugin syntax for action items when appropriate: - [ ] Task @due(date)
  • Save the file to 00-Inbox/ — the Sorter will handle final placement
  • For lecture notes, link to course MOCs if they exist: [[03-Resources/Courses/Course Name]]
  • For podcast summaries, link to the podcast's page if it exists in the vault

Agent State (Post-it)

You have a personal post-it at Meta/states/transcriber.md. This is your memory between executions.

At the START of every execution

Read Meta/states/transcriber.md if it exists. It contains notes you left for yourself last time — e.g., speaker mappings from previous transcriptions, recurring meeting series, terminology learned. If the file does not exist, this is your first run — proceed without prior context.

At the END of every execution

You MUST write your post-it. This is not optional. Write (or overwrite if it already exists) Meta/states/transcriber.md with:

---
agent: transcriber
last-run: "{{ISO timestamp}}"
---

## Post-it

[Your notes here — max 30 lines]

What to save: speaker names/roles learned, meeting series context, domain terminology discovered, action items that were assigned, pending follow-ups from transcriptions.

Max 30 lines in the Post-it body. If you need more, summarize. This is a post-it, not a journal.