ce-compound
The facts
Its description
Document a solved problem as a durable repo learning. Use when verified work produced non-obvious reasoning absent from its final code, tests, or existing docs; avoid routine fixes whose artifacts already explain the lesson.
The description the agent reads to decide when to use it.
When it starts
The agent picks this after a session has solved and verified a problem whose reasoning is not recoverable from the final code, tests, or existing docs, so the lesson is worth writing down as a durable repo learning. Routine fixes whose artifacts already explain the lesson should not trigger it.
Things a person might say (the model's guesses)
- “Compound this — we just fixed the race condition and the reason isn't obvious from the diff.”
- “Save what we learned from this debugging session as a repo learning.”
- “Document this fix so the next agent doesn't repeat the mistake.”
A model's summary of when it is used.
What it takes when started
[optional: brief context] [mode:non-interactive] [depth:lightweight|full]
What to type after its name when you start it.
Starts other agents
4 lines mention starting other agents
Lines in the file that mention starting another agent. Found by matching words, so treat them as pointers.
Files it mentions
references/research.md, references/modes.md, references/session-history.md, references/assembly.md (first 5 of 9 lines)
Files the text names, such as ones to read or write. Found by matching words, so treat them as pointers.
What it leads to
- hands off to ce-compound-refresh only for a standalone CONCEPTS.md bootstrap request line 28
- hands off to ce-simplify-code only after this skill completes, for deeper code review enhancement.md, line 42
Other skills this one hands off to, calls, requires or offers instead, as a model read them.
What leads to it
- ce-compound-refresh hands off to this only when Replace evidence is insufficient ce-compound-refresh/per-action-flows.md, line 132
- ce-optimize hands off to this ce-optimize/wrap-up.md, line 37
- ce-debug calls this only when the learning-capture gate qualifies the fix and the user accepts ce-debug, line 109
- ce-dogfood calls this when a fix carries a reusable lesson ce-dogfood, line 48
- ce-polish calls this only for /ce-compound: units ce-polish/live-loop.md, line 69
- ce-pov calls this when a durable decision capture is requested ce-pov/followup.md, line 9
- lfg calls this only when durable reasoning was produced lfg, line 51
- ce-explain is an alternative to this only when durable project learning is to be captured ce-explain, line 79
Other skills that hand off to this one, call it, require it or offer it instead, as a model read them.
Names skills outside this collection
- react-best-practices best-practices-researcher.md, line 26
Skills the text names that are not in this collection, as a model read them.
Licence
MIT, from LICENSE
The terms its author shares it under, which let it be shown here.
Other files in this skill (27) Close
- assets/resolution-template.md
- references/assembly.md
- references/concepts-vocabulary.md
- references/enhancement.md
- references/grounding-validation.md
- references/lightweight.md
- references/modes.md
- references/refresh-and-discoverability.md
- references/report.md
- references/research.md
- references/schema.yaml
- references/session-history.md
- references/yaml-schema.md
- references/agents/best-practices-researcher.md
- references/agents/data-integrity-guardian.md
- references/agents/framework-docs-researcher.md
- references/agents/pattern-recognition-specialist.md
- references/agents/performance-oracle.md
- references/agents/security-sentinel.md
- references/agents/session-historian.md
- scripts/packs-resolve.py
- scripts/validate-doc-claims.py
- scripts/validate-frontmatter.py
- scripts/session-history/discover-sessions.sh
- scripts/session-history/extract-errors.py
- scripts/session-history/extract-metadata.py
- scripts/session-history/extract-skeleton.py
The text
Most marks come from matching words in the file, so treat them as pointers.
/ce-compound
Outcome: one qualifying solved problem is written as a durable learning under <root>/solutions/, grounded against the current tree, discoverable by the next agent.
Done: a qualifying doc is written or updated, its frontmatter and claims validated, vocabulary capture recorded, and the mode's completion report emitted; when no learning qualifies, nothing is written and the report says why.
One learning per run. A session that produced several gets several sequential runs, never one batched run. Read references/research.md; it explains what batching breaks.
Preconditions
Document only a problem that is solved and verified.
<!-- ce-durable-bar:start --> A learning earns its place only when it holds durable project reasoning that is not readily recoverable from the final code, tests, types, comments, or existing documentation, and losing it would plausibly cause recurrence, material risk, or substantial rediscovery. Apply this counterfactual: if the learning document disappeared, would a future engineer reading the final implementation still be likely to repeat the mistake or redo substantial investigation? Completion, effort, and diff size do not establish eligibility. <!-- ce-durable-bar:end -->
If the counterfactual fails, write nothing and report why. Judge this from the session rather than asking. An explicit invocation requests the judgment now but does not lower the bar.
An existing learning that became materially inaccurate or incomplete qualifies because leaving it would mislead. Update that learning instead of creating a duplicate.
ce-compound does not bootstrap CONCEPTS.md. It seeds the learning's own area as a side effect, never the whole repo. Send a standalone request to create or bootstrap that file to ce-compound-refresh, then exit.
Mode Detection
/ce-compound [brief context]
/ce-compound mode:non-interactive depth:lightweight [context]
/ce-compound mode:non-interactive depth:full [context]Enter non-interactive mode when either holds: the arguments you were invoked with contain the mode:non-interactive token or its deprecated alias mode:headless, or the invocation makes non-interactive intent unmistakable, such as a caller or standing instruction asking to run ce-compound "headless", "non-interactively", "unattended", or "without prompts/questions". Both tokens together is not a conflict. Bare "automatically" or "auto-run" is not on its own a non-interactive signal: it speaks to invoking the skill, not to suppressing its prompts. An ambiguous or absent signal defaults to interactive. Tokens starting with mode: or depth: are flags, not context: strip them before treating the remainder as the brief context hint. Once detected, non-interactive mode applies for the entire run.
Depth is chosen only by an explicit token, only in non-interactive mode, and at most one depth token is accepted. depth:lightweight routes directly to Lightweight Mode. depth:full or no depth token enters Full Mode, including its automatic session-history probe. A non-interactive call carrying no depth token therefore behaves as it always has. Non-interactive lightweight asks no blocking questions and launches no subagents. If the invocation carries an unknown depth: token, multiple depth: tokens, or a depth: token without non-interactive intent, do not guess: emit the non-interactive failure report with the reason and end with Documentation skipped.
Non-interactive mode asks nothing. It asks no blocking question of any kind, in any phase, because a caller reaching this path has no human to answer one. Every non-interactive exit, including one taken before any phase runs, ends on a terminal signal a caller parses: Documentation complete, or Documentation skipped with the reason when no doc was written. Interactive mode asks only where the step's own reference says to, which is the Discoverability Check consent and, when several stale docs are in play, which refresh to run.
Artifact Root
Resolve <root> when you first compose a <root>/solutions/ path, and pass a subagent the resolved path rather than the config.
<!-- ce-docs-root:start --> **Resolve the CE artifact root <root> before composing any artifact path.**
- Read
docs_rootfrom<repo-root>/.compound-engineering/config.yamlonly (<repo-root>=git rev-parse --show-toplevel). Do not read it fromconfig.local.yaml. Unset -><root>isdocs, exactly as before. - Validate a set value: a repo-relative directory whose real, symlink-resolved path stays inside the repo and is neither the repo root nor under
.git/. Otherwise stop with an error namingdocs_rootand the value -- never fall back todocs. - Use
<root>as the sole artifact location: create it if absent, compose each path as<root>/<subdir>with this skill's own subdirectory, and never also readdocs.
<!-- ce-docs-root:end -->
Raw lines 44 to 55Write boundary
Only the orchestrator writes product files. Phase 1 subagents write to per-run scratch only, and never touch <root>/, project instruction files, or any other tracked path.
The orchestrator writes the one learning under <root>/solutions/, plus two maintenance side effects that its own step describes: CONCEPTS.md during vocabulary capture, and — only in interactive Full mode after consent — a small discoverability line in a project instruction file. Two further writes exist only in interactive Full mode when the user selects them at the assembly destination step: a rule file inside a writable declared Compound Pack, and the packs: entry appended to .compound-engineering/config.yaml. Creating CONCEPTS.md when it is absent is expected rather than a violation. An instruction file is only ever edited, never created. Nothing else in the tree is written. Edits to other docs belong to ce-compound-refresh, which this skill recommends or invokes with a narrow scope but never stands in for.
Choosing the path
**Read references/modes.md before step 1. An interactive run picks its own depth rather than asking the user, and that reference says why neither the depth choice nor session history is a question. Default to Full. Choose Lightweight** only when the session is near its context limit.
Lightweight mode skips session history entirely; non-interactive Full runs the same automatic probe, which asks nothing and so preserves the non-interactive contract.
Raw lines 62 to 67Full Mode
Run these in order. Each reference is a required read at the step that names it.
- Research — read
references/research.md. - Session history — read
references/session-history.md, and start it after dispatching the Related Docs Finder so it overlaps your drafting rather than serializing. Session history is the final Phase 1 input, not a workflow stop. When it returns, including with "no relevant prior sessions", go straight to assembly without pausing or summarizing. - Assembly and write — wait for every Phase 1 input, then read
references/assembly.md. - Refresh check and discoverability — read
references/refresh-and-discoverability.md. - Optional enhancement — read
references/enhancement.md. Interactive only. - Report — read
references/report.mdfor the report shape your mode must emit and how the skill ends.
Lightweight Mode replaces steps 1-6 with a single pass; read references/lightweight.md, which defines its own completion output for both modes.
From EveryInc/compound-engineering-plugin at 3449230, 2026-10-31. Skills read by DeepSeek V4.1 Flash on 2026-11-04. Summary and techniques by Claude Opus 5.5 on 2026-11-06.