meta-improve
Skill25 starsChanged 7 days agoMITView on GitHub
Run constrained self-improvement without self-approval or self-merge. Use when implementing operator-approved Dream candidates via the canonical protocol.
1 other project uses a version of this.
Adopted by
Most recently taken up by
- its-everdred/skillstheir own version, first seen Nov 1, 2026
Other versions1 project uses a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 1
- its-everdred/skills★ 2same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository71 other files it gives its agents.
- CLAUDE.mdCLAUDE.md
- docs/llms.txtllms.txt
- llms.txtllms.txt
- agent-fitnessSkill
- body-checkSkill
- briefSkill
- capsule-compactSkill
- closeSkill
- codex-adapterSkill
- cognitive-updateSkill
- comms-summarizeSkill
- compact-noteSkill
- context-capsuleSkill
- context-hygieneSkill
- critique-planSkill
- decideSkill
- deep-reconSkill
- DiagnoseSkill
- digestSkill
- dreamSkill
- EnvelopeSkill
- find-weaknessSkill
- First 10 MovesSkill
- first-winSkill
- frontend-slidesSkill
- Honesty CheckSkill
- humanize-docsSkill
- impeccableSkill
- learn-from-failureSkill
- LearnSkill
- memory-bridgeSkill
- meta-improve-vaultSkill
- nightly-close-paritySkill
- nightly-ledger-captureSkill
- nightlySkill
- openSkill
- operator-setupSkill
- orientSkill
- pauseSkill
- ponytailSkill
- port-specSkill
- PromoteSkill
- reconcileSkill
- research-deepSkill
- resumeSkill
- Sandbox RoutingSkill
- scout-vaultSkill
- Self-ReviewSkill
- semantic-searchSkill
- setupSkill
- ship-adapterSkill
- Skill AuditSkill
- skill-huntSkill
- skill-recallSkill
- solution-huntSkill
- sprite-specSkill
- startSkill
- statusSkill
- StuckSkill
- supersedeSkill
- The first 60 shown.
The file
We split this skill into the rules it gives an agent
4 rules. About 0 are common, 2 are distinctive, and 2 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈2
Distinctive · estimate
This author's own choices. Worth a look.
2
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- could be automatic: a setting could enforce it
- Very specific: line 21
Read only the exact evidence references named by that approved candidate from vault/memory/runtime/LESSONS.jsonl and …
- Distinctive: line 42
Use repository isolation where normal policy requires it.
- Distinctive: line 44
Run the real red-before and green-after proof plus relevant system checks.
- Very specific: line 49
Never merge, push, deploy, broaden scope, modify an operator gate, approve another candidate, or infer approval.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Constrained self-improvement
The public verb is /meta-improve-vault.
Input and gate
Select only from canonical vault/memory/DREAM_LOG.md: an exact candidate
whose status is approved and whose approval was written by
/dream --set-status from a direct operator decision. proposed is not
approval.
Read only the exact evidence references named by that approved candidate from
vault/memory/runtime/LESSONS.jsonl and
vault/memory/runtime/NIGHTLY_CAPTURE_CANDIDATES.jsonl. Those products provide
traceability; they never provide approval by themselves.
Before Build:
node daemons/nightly-contracts.mjs meta --root <aigent-root> \
--candidate <candidate-id>Require META_GATE PASS. It checks the canonical block for exact approved
status and non-placeholder operator evidence. This is the executable
nightly-contracts.mjs meta gate.
Build
For one approved candidate:
- Re-read its evidence, proposed change, mutation proof, and scope.
- Use repository isolation where normal policy requires it.
- Apply the smallest change satisfying the proposal.
- Run the real red-before and green-after proof plus relevant system checks.
- Produce a review artifact with exact diff, commands, exits, residual risks, and rollback.
- Surface
accept / reject / reviseto the operator.
Never merge, push, deploy, broaden scope, modify an operator gate, approve
another candidate, or infer approval. A failed proof asks the Dream writer to
set the candidate blocked.
Status ownership
This skill never edits Dream directly. The Dream writer owns:
- direct operator approval:
proposed -> approved; - verified build failure:
approved -> blocked; - direct rejection:
approved -> rejected; - independently verified merge:
approved -> merged.
The complete flow is:
propose -> operator gate -> build -> independent review -> operator outcome
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

