Teknium 32e7fb07a0 feat(/learn): expansive knowledge-base skills for books and large corpora ...

Inspired by virgiliojr94/book-to-skill (MIT): /learn now picks the skill
shape by the source. Workflows and small sources still get one tight
SKILL.md; books, paper stacks, specs, and large doc corpora get a
knowledge-base layout — a lean always-loaded SKILL.md index plus one
distilled file per chapter/topic under references/, loaded on demand via
skill_view so query cost stays proportional to the answer.

- agent/learn_prompt.py: new _KNOWLEDGE_SKILL_STANDARDS block (index +
  per-chapter references/, structure-not-summary distillation, never
  reproduce source passages, fold-in instead of duplicating) and a
  _SOURCE_HYGIENE block pinning extracted source text as data and
  dropping invisible/bidi Unicode (Trojan Source class). Clarified that
  the ~200-line cap and hub-skill ban apply to SKILL.md itself, not a
  knowledge skill's own references/ files.
- tests: contracts for the knowledge-base layout, the three embedded
  standards blocks, and the source-hygiene coverage.
- docs: skills.md documents the knowledge-base shape.

2026-08-06 22:14:52 -07:00

..

lsp

fix(runtime): resolve Hermes-managed Node and uv before bare PATH

2026-08-01 21:17:51 -04:00

monitoring

feat(monitoring): add hermes.gateway.background_delegations (unit/slot count)

2026-07-25 02:30:20 +00:00

pet

fix: remove dead f-string prefixes via ruff F541 (216 sites) (#52336)

2026-07-05 13:42:46 -07:00

proxy_sources

fix(windows): sweep remaining unguarded text-mode subprocess sites codebase-wide

2026-07-24 11:45:57 -07:00

secret_sources

fix(gateway): hydrate cold profile secret sources

2026-08-02 00:11:50 -07:00

transports

feat(providers): env-var metadata, config-driven local no-auth, reasoning-effort clamp for Actual

2026-08-05 14:08:32 -07:00

__init__.py

fix(agent): preload jiter native parser

2026-05-28 00:20:11 -07:00

account_usage.py

fix(auth): detect upstream Codex quota resets and lift stale pool cooldowns (#69494)

2026-07-22 10:58:22 -07:00

agent_init.py

Hermes can read the in-app browser (#79482)

2026-08-05 16:35:00 +00:00

agent_runtime_helpers.py

Hermes can read the in-app browser (#79482)

2026-08-05 16:35:00 +00:00

anthropic_adapter.py

fix: prefer explicit anthropic api key

2026-08-04 00:12:45 +05:30

async_utils.py

refactor(gateway): dedupe detached-task consumer + reconnect backoff policy

2026-07-18 20:01:55 +05:30

aux_accounting.py

feat(analytics): record auxiliary model usage per task in session accounting (#65537)

2026-07-16 04:23:12 -07:00

auxiliary_client.py

feat(providers): add Actual Computer inference provider

2026-08-05 14:08:32 -07:00

azure_identity_adapter.py

fix(secrets): scope-aware Azure credential presence reads in identity diagnostics

2026-08-02 10:02:33 -07:00

backend_identity.py

refactor(fallback): single owner for backend identity and failure-scoped skips

2026-07-26 23:41:54 -07:00

background_review.py

feat: /refine — run the memory/skill self-improvement review on demand

2026-08-05 22:40:51 -07:00

battery.py

feat(status-bar): add /battery toggle for a color-coded battery read-out

2026-07-21 13:54:11 -05:00

bedrock_adapter.py

feat(bedrock): add Converse API prompt caching (cachePoint)

2026-07-23 11:45:07 -07:00

billing_links.py

feat(billing): shared cross-surface out-of-credits signal

2026-07-22 18:08:59 -05:00

billing_usage.py

chore: remove unused imports and dead locals (ruff F401/F841 sweep)

2026-07-29 11:53:39 -07:00

billing_view.py

chore: remove unused imports and dead locals (ruff F401/F841 sweep)

2026-07-29 11:53:39 -07:00

bounded_response.py

fix(agents): bound streaming error-response body reads

2026-07-05 14:00:20 -07:00

browser_provider.py

fix(browser): replace expired cloud sessions

2026-08-02 11:18:41 +05:30

browser_registry.py

style: restore PEP8 blank-line separation after dead-code removal

2026-05-29 04:22:27 -07:00

chat_completion_helpers.py

Merge pull request #80770 from NousResearch/bb/desktop-session-integrity

2026-08-06 22:12:22 -06:00

codex_responses_adapter.py

fix(codex): defang reserved Harmony tokens in requests

2026-07-31 22:53:20 -07:00

codex_runtime.py

fix(codex): split reasoning summary parts on summary_index

2026-08-06 22:02:46 -05:00

coding_context.py

perf: use load_config_readonly() at read-only call sites in agent/

2026-07-29 15:28:15 -07:00

context_breakdown.py

feat(cli,gateway): unify /context into a visual context-usage breakdown

2026-07-26 18:06:21 -07:00

context_compressor.py

fix(compression): durable-sync the prune runway on model switch + fast no-op for incapable stores

2026-08-06 02:22:08 +05:30

context_engine.py

fix(context-engine): snapshot select_context read-only inputs; scope on_turn_complete coverage doc

2026-07-23 19:44:35 -07:00

context_references.py

fix(context): keep @ref tokens inline instead of stripping them from the prompt

2026-07-27 22:55:18 -05:00

conversation_compression.py

feat: /heartbeat — recurring session re-entry prompt fired when idle

2026-08-05 22:32:55 -07:00

conversation_loop.py

fix(cache): make proactive pruning durable and cache-aware

2026-08-06 02:22:08 +05:30

copilot_acp_client.py

fix(core,cli,gateway,plugins): add encoding='utf-8' to read_text() calls

2026-07-24 17:10:39 -07:00

credential_persistence.py

feat(auth): make xAI Grok OAuth device-code-only, drop loopback login

2026-07-02 13:17:41 -07:00

credential_pool.py

fix(credential-pool): bench a billing 403 fully, even as the sole key

2026-08-04 23:33:39 +05:30

credential_sources.py

fix(windows): sweep remaining bare read_text/write_text sites + linter rule

2026-07-24 17:10:39 -07:00

credits_tracker.py

fix(credits): reintroduce grant_spent, gated on an in-session crossing (#73634)

2026-07-28 21:36:23 +00:00

curator_backup.py

fix(curator): restore the real skills tree when a rollback extract dies part-way

2026-07-31 22:34:57 -07:00

curator.py

perf(curator): trim dead tool-schema from the LLM review fork

2026-08-03 18:21:17 +05:30

delegation_context.py

fix(cron): don't let a cron job inherit a kanban worker's dispatcher identity

2026-08-06 03:16:26 +05:30

display.py

refactor(discord): simplify tool preview links

2026-08-02 21:48:06 -07:00

error_classifier.py

fix(models): a model id missing its vendor prefix says so instead of 404ing (#78856)

2026-08-04 19:35:57 +00:00

errors.py

fix(moa): surface stale presets without retries

2026-07-17 13:49:12 -07:00

file_safety.py

fix(secrets): harden encrypted Bitwarden cache

2026-07-22 04:40:07 -07:00

gemini_native_adapter.py

fix(gemini): interpose placeholder model turn between tool result and user text

2026-08-05 17:21:01 -07:00

gemini_schema.py

fix(gemini): preserve typed enum constraints as strings

2026-07-26 20:59:16 -07:00

i18n.py

perf: use load_config_readonly() at read-only call sites in agent/

2026-07-29 15:28:15 -07:00

image_gen_provider.py

feat(image-gen): add image-to-image / editing to image_generate (#48705)

2026-06-18 22:13:07 -07:00

image_gen_registry.py

perf: use load_config_readonly() at read-only call sites in agent/

2026-07-29 15:28:15 -07:00

image_routing.py

feat(image_routing): accept vision alias for custom provider models

2026-07-23 08:32:09 -07:00

insights.py

refactor(insights): drop consumer-less get_skill_breakdown alias (simplify-pass)

2026-08-03 18:45:43 +05:30

interrupt_compat.py

fix(compression): let explicit interrupts cancel safely

2026-08-02 22:15:20 +05:30

iteration_budget.py

feat: raise default tool-calling iteration limit from 90 to 500

2026-07-26 12:54:45 -07:00

jiter_preload.py

fix(agent): preload jiter native parser

2026-05-28 00:20:11 -07:00

kanban_stop.py

follow-up: integrate agent nudge + dispatcher retry docs and tests

2026-07-14 16:47:33 +05:30

learn_prompt.py

feat(/learn): expansive knowledge-base skills for books and large corpora

2026-08-06 22:14:52 -07:00

learning_graph_render.py

chore: remove unused imports and dead locals (ruff F401/F841 sweep)

2026-07-29 11:53:39 -07:00

learning_graph.py

fix(learning_graph): guard non-dict metadata so /journey can't crash

2026-07-01 16:25:48 -05:00

learning_mutations.py

refactor(journey): route memory mutations through MemoryStore atomic I/O

2026-06-30 15:16:21 -05:00

lmstudio_reasoning.py

fix(lmstudio): clamp max/ultra reasoning effort to LM Studio's ceiling

2026-07-16 07:57:51 -07:00

manual_compression_feedback.py

fix(compress): classify unconfirmed lock-acquire failures and cover all manual-compress surfaces

2026-07-23 08:19:14 -07:00

markdown_tables.py

fix(cli): vertical fallback for markdown tables wider than terminal (#23948)

2026-05-11 16:49:13 -07:00

memory_manager.py

fix(memory): honor disabled toolsets for provider tools

2026-07-24 13:00:53 +05:30

memory_provider.py

fix(openviking): integrate reliability and configuration hardening

2026-08-03 20:35:47 +05:30

message_content.py

fix(openviking): preserve structured sync attribution

2026-06-19 15:23:41 +08:00

message_sanitization.py

refactor(agent): single-owner call_id + reasoning_content sanitization policies (wire-parity verified)

2026-07-29 12:29:39 -07:00

moa_loop.py

perf(moa): cache resolved preset + per-slot runtime to cut cold-start latency (#66793)

2026-08-03 22:43:15 +05:30

moa_trace.py

fix(moa): capture streamed aggregator output into full-turn traces (#56312)

2026-07-01 04:07:46 -07:00

model_metadata.py

fix(model_metadata): read llama.cpp context from meta.n_ctx + accept sole model

2026-08-04 11:08:32 +05:30

models_dev.py

Revert "remove Vercel AI Gateway and Vercel Sandbox (#33067)"

2026-07-29 19:48:37 -07:00

moonshot_schema.py

fix(agent): inject empty required array on Moonshot object schemas

2026-07-20 11:05:52 -07:00

nous_rate_guard.py

fix: decode config and state files as UTF-8 on non-UTF-8 locales

2026-07-24 17:10:39 -07:00

onboarding.py

feat(surfaces): route busy-input corrections through active-turn redirect

2026-07-22 12:10:58 -05:00

oneshot.py

feat(agent): one-shot LLM helper + llm.oneshot gateway RPC (#51261)

2026-06-23 08:01:50 +00:00

outbound_webhooks.py

fix(hooks): flush outbound queue at interpreter exit

2026-08-02 15:01:11 -07:00

plugin_llm.py

perf: use load_config_readonly() at read-only call sites in agent/

2026-07-29 15:28:15 -07:00

portal_tags.py

feat(portal): ambient conversation context entangles aux/MoA/delegate calls

2026-07-16 01:13:43 -07:00

process_bootstrap.py

fix(agent): apply pool-level keepalive to the process_bootstrap sibling builder

2026-07-05 03:14:55 -07:00

prompt_builder.py

fix(agent): prevent historical steer replay

2026-08-05 13:00:47 +05:30

prompt_caching.py

perf(prompt-caching): make PromptCachePlan.marker_count lazy

2026-08-01 15:39:58 +05:30

rate_limit_tracker.py

refactor: remove dead code — 1,784 lines across 77 files (#9180)

2026-04-13 16:32:04 -07:00

reactions.py

feat(agent): core affection reaction detector + reaction_callback

2026-07-10 05:41:59 -05:00

reasoning_summaries.py

fix(reasoning): keep gpt-5.x summary parts as separate blocks on the chat wire

2026-08-06 22:02:37 -05:00

reasoning_timeouts.py

fix(compression): coherent context_length setter — no-op guard, re-floor on new window, un-strandable init log

2026-07-28 20:04:58 +05:30

redact.py

perf(redact): eliminate exponential backtracking in config-key patterns

2026-08-01 15:58:25 +05:30

relay_llm.py

Merge upstream main into model metrics

2026-08-02 20:10:47 -07:00

relay_runtime.py

fix(relay): preserve skipped turn context

2026-08-03 13:43:17 -06:00

relay_tools.py

Reapply "feat(observability): integrate NeMo Relay runtime and shared metrics"

2026-07-27 21:10:51 -07:00

replay_cleanup.py

refactor: shared helpers for api_content sidecar pop/drop/extract

2026-07-19 08:25:35 +05:30

retry_utils.py

refactor: single shared Retry-After parser

2026-07-29 10:13:50 -07:00

runtime_cwd.py

fix(agent): scope install-tree guard to fallback-picked cwds, allow cli/tui in-tree dev

2026-07-16 04:32:23 -07:00

secret_scope.py

fix(secrets): allowlist API_SERVER listener settings as global deployment env

2026-08-02 09:59:52 -07:00

session_activity.py

refactor(agent): pin session activity heartbeat cadence + harden best-effort write

2026-08-02 16:16:36 -07:00

shell_hooks.py

feat(hooks): outbound webhooks — push signed lifecycle events to external HTTP endpoints

2026-08-02 15:01:11 -07:00

skill_bundles.py

feat(observability): add Relay skill metrics

2026-07-29 12:20:34 -07:00

skill_commands.py

feat(observability): add Relay skill metrics

2026-07-29 12:20:34 -07:00

skill_preprocessing.py

perf: use load_config_readonly() at read-only call sites in agent/

2026-07-29 15:28:15 -07:00

skill_utils.py

fix(cron): don't let a cron job inherit a kanban worker's dispatcher identity

2026-08-06 03:16:26 +05:30

ssl_guard.py

fix(ssl): detect and repair a missing certifi cacert.pem via existing venv-repair infra

2026-07-24 15:53:38 -07:00

ssl_verify.py

fix(agent): honor custom CA certs on aux client + harden TLS resolution

2026-07-02 04:51:56 +05:30

stream_diag.py

feat(agent): buffer retry/fallback status, surface only on terminal failure (#33816)

2026-05-28 04:53:27 -07:00

stream_single_writer.py

fix(streaming): make the single-writer fence best-effort so a missing guard can't crash a turn (#66448)

2026-07-17 18:31:09 +00:00

subagent_lifecycle.py

fix(compression): let explicit interrupts cancel safely

2026-08-02 22:15:20 +05:30

subdirectory_hints.py

fix(context): dedupe subdirectory hints by content digest and skip backup/vendor dirs

2026-08-03 20:43:34 +05:30

subscription_view.py

feat(cli): plan catalog on Free + plan= deep link + top-up/auto-refill copy split (#68689)

2026-07-22 08:11:09 +05:30

system_prompt.py

docs(system_prompt): fix stale reconstruct_static_prefix docstring example

2026-08-03 23:23:39 +05:30

think_scrubber.py

fix(agent): re-arm think scrubber boundary after stream flush

2026-07-16 01:07:29 +05:30

thinking_timeout_guidance.py

fix(agent): detect thinking-timeout for reasoning models and surface actionable guidance instead of misleading file-write advice

2026-06-25 19:00:48 -07:00

thread_scoped_output.py

fix: preserve session history when a turn crashes

2026-08-06 23:08:23 -05:00

title_generator.py

perf: use load_config_readonly() at read-only call sites in agent/

2026-07-29 15:28:15 -07:00

tool_dispatch_helpers.py

feat(image): parallelize image_generate batches

2026-08-03 22:53:32 +05:30

tool_executor.py

refactor: fold /simplify-code findings

2026-08-06 17:03:10 +05:30

tool_guardrails.py

refactor(guardrails): make runaway-loop caps per-turn, not session-total

2026-07-26 21:27:45 -07:00

tool_result_classification.py

fix(agent): preserve none vs unknown tool effects (#61783)

2026-07-11 05:41:58 -07:00

trace_upload.py

fix(windows): sweep remaining unguarded text-mode subprocess sites codebase-wide

2026-07-24 11:45:57 -07:00

trajectory.py

…

transcription_provider.py

feat(stt): add register_transcription_provider() plugin hook

2026-05-25 01:41:19 -07:00

transcription_registry.py

fix(deepinfra): harden multimodal provider routing

2026-07-14 02:59:39 +05:30

tts_provider.py

feat(tts): add register_tts_provider() plugin hook (closes #30398)

2026-05-24 18:04:54 -07:00

tts_registry.py

feat(providers): Support DeepInfra as an LLM provider

2026-07-14 02:59:39 +05:30

turn_context.py

fix(gateway): escalate the session-hygiene compaction cooldown on repeat failures

2026-08-06 05:00:48 +05:30

turn_finalizer.py

fix: preserve session history when a turn crashes

2026-08-06 23:08:23 -05:00

turn_retry_state.py

fix(copilot): recover from stale/degraded token 400 AND expired IDE-token 401

2026-07-31 22:31:09 -07:00

turn_summary.py

fix(cli): report unknown line deltas for content-free diffs instead of +0 -0

2026-07-26 17:47:51 -07:00

usage_pricing.py

Revert "remove Vercel AI Gateway and Vercel Sandbox (#33067)"

2026-07-29 19:48:37 -07:00

verification_evidence.py

fix(state): make journal mode canonical and behaviorally verified

2026-07-29 18:13:09 -07:00

verification_stop.py

flux3 messaging system fixes

2026-07-30 15:20:09 -07:00

verify_hooks.py

feat(agent): add pre_verify hook and verify-on-stop coding guidance

2026-06-30 00:59:29 -05:00

vertex_adapter.py

security(vertex): route credential/project/region resolution through the profile secret scope

2026-07-02 06:07:56 +05:30

video_gen_provider.py

feat(providers): Support DeepInfra as an LLM provider

2026-07-14 02:59:39 +05:30

video_gen_registry.py

perf: use load_config_readonly() at read-only call sites in agent/

2026-07-29 15:28:15 -07:00

web_search_provider.py

fix(web): widen config-aware env resolution to exa/parallel/tavily/brave-free providers

2026-07-06 02:42:24 -07:00

web_search_registry.py

perf: use load_config_readonly() at read-only call sites in agent/

2026-07-29 15:28:15 -07:00