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emeraldleaf

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okl
Lessons your coding agent can trust: briefed before every task, proven by checks, and flagged when the code they cover changes. Works wit...

Python · 1 star

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Run okl review on its own: on a schedule, and when a file a lesson names changes
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enhancement

Difficulty 5/5 Over a week Newbie friendliness 35/100

emeraldleaf/okl#357 · Opened Nov 2, 2026

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Owner-approved paths: make the gate work for a solo developer, and give the agent identity concrete recipes
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Difficulty 5/5 Over a week Newbie friendliness 15/100

emeraldleaf/okl#349 · Opened Nov 2, 2026

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okl's own CI against the from-scratch guide: Sonar coverage, format gate, locked installs
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Difficulty 3/5 1-2 days Newbie friendliness 35/100

emeraldleaf/okl#331 · 1 comment · Opened Nov 1, 2026

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Thesis changes need a person's approval, and a gate that proves it: okl-wide, and on this repo
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enhancement

Difficulty 5/5 Over a week Newbie friendliness 8/100

emeraldleaf/okl#329 · 1 comment · Opened Nov 1, 2026

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Drift re-run (§4ah): a judge that answers, and each miss to its cause
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Difficulty 4/5 3-5 days Newbie friendliness 15/100

emeraldleaf/okl#327 · 1 comment · Opened Nov 1, 2026

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Should drift watch warnings? A retraction with files can read STALE in the briefing
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enhancement

Difficulty 5/5 Over a week Newbie friendliness 15/100

emeraldleaf/okl#324 · Opened Nov 1, 2026

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Challenge a lesson's check: break what it guards and confirm the check fails
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enhancement

Difficulty 5/5 Over a week Newbie friendliness 18/100

emeraldleaf/okl#323 · Opened Nov 1, 2026

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Every repo that uses okl keeps a thesis: set it up, keep it true, let it evolve
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enhancement

Difficulty 5/5 Over a week Newbie friendliness 15/100

emeraldleaf/okl#321 · 2 comments · Opened Nov 1, 2026

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Keep everything a team maintains current: drift for any artifact, not only lessons
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enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

emeraldleaf/okl#317 · 2 comments · Opened Oct 31, 2026

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Doc claims are checked in the README and guide only; the rest of the docs drift unwatched
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enhancement

Difficulty 4/5 3-5 days Newbie friendliness 45/100

emeraldleaf/okl#314 · 2 comments · Opened Oct 31, 2026

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Eval judge: ask for the reason before the verdict; 4 verdicts in 2 receipts contradict their own reasons
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Difficulty 3/5 1-2 days Newbie friendliness 54/100

emeraldleaf/okl#306 · Opened Oct 29, 2026

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okl calibrate: refit the briefing line on a team's own prompts
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Difficulty 5/5 Over a week Newbie friendliness 45/100

emeraldleaf/okl#297 · Opened Oct 26, 2026

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Fold a rule and the defect it generalizes into one briefing slot
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Difficulty 5/5 Over a week Newbie friendliness 35/100

emeraldleaf/okl#296 · Opened Oct 26, 2026

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Linked gates under the calibrated decision
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Difficulty 5/5 Over a week Newbie friendliness 35/100

emeraldleaf/okl#295 · Opened Oct 26, 2026

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Observed triggers: capture the request or error that led to a lesson
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Difficulty 4/5 3-5 days Newbie friendliness 48/100

emeraldleaf/okl#294 · Opened Oct 26, 2026

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A loaded-model tier: EmbeddingGemma added to the calibrated decision
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Difficulty 5/5 Over a week Newbie friendliness 25/100

emeraldleaf/okl#293 · Opened Oct 26, 2026

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Experiment: the common-word floor for one-word tasks
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enhancement

Difficulty 5/5 Over a week Newbie friendliness 20/100

emeraldleaf/okl#282 · Opened Oct 24, 2026

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Hybrid on a shared service: build the service store's vectors, and the approximate-index tier
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Difficulty 5/5 Over a week Newbie friendliness 35/100

emeraldleaf/okl#268 · Opened Oct 23, 2026

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Related work: staleness-detection and admission-gate papers an independent verification named
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Difficulty 5/5 Over a week Newbie friendliness 20/100

emeraldleaf/okl#264 · 1 comment · Opened Oct 22, 2026

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Floor: a single identifier-like word in the body should clear it; add a body-vocabulary test
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Difficulty 4/5 3-5 days Newbie friendliness 53/100

emeraldleaf/okl#263 · Opened Oct 22, 2026

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Experiment: transfer across repos by lesson shape (rule, trace, over-scoped)
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Difficulty 5/5 Over a week Newbie friendliness 25/100

emeraldleaf/okl#254 · Opened Oct 22, 2026

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Experiment: verified against unverified auto-curation
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Difficulty 5/5 Over a week Newbie friendliness 25/100

emeraldleaf/okl#253 · 1 comment · Opened Oct 22, 2026

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okl metric: stale-use and over-scope rates
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Difficulty 4/5 3-5 days Newbie friendliness 47/100

emeraldleaf/okl#252 · 2 comments · Opened Oct 22, 2026

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Measure fabrication under the Stop hook, then ask for evidence rather than a lesson
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Difficulty 5/5 Over a week Newbie friendliness 35/100

emeraldleaf/okl#251 · 1 comment · Opened Oct 22, 2026

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okl statusline for Claude Code: briefed and drifted counts at a glance
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enhancement

Difficulty 5/5 Over a week Newbie friendliness 45/100

emeraldleaf/okl#243 · Opened Oct 20, 2026

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A post-checkout drift line, and a merge driver for the snapshot
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enhancement

Difficulty 5/5 Over a week Newbie friendliness 35/100

emeraldleaf/okl#242 · Opened Oct 20, 2026

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Experiment: a trigram index fused with the word index, for compound identifiers
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enhancement

Difficulty 5/5 Over a week Newbie friendliness 28/100

emeraldleaf/okl#241 · Opened Oct 20, 2026

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Put the drift gate's verdict in the job summary (and, opt-in, a PR comment), not only the log
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enhancement

Difficulty 4/5 3-5 days Newbie friendliness 48/100

emeraldleaf/okl#240 · Opened Oct 20, 2026

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CI should notice a snapshot edited around the gate: rules that vanish, stamps that advance without a run
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enhancement

Difficulty 4/5 3-5 days Newbie friendliness 55/100

emeraldleaf/okl#239 · Opened Oct 20, 2026

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A pinned lesson: briefed on every task in a repo, with its proof and drift kept
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enhancement

Difficulty 4/5 3-5 days Newbie friendliness 48/100

emeraldleaf/okl#238 · Opened Oct 20, 2026

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Collapse near-duplicate lessons at briefing time so a pair does not take two slots
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enhancement

Difficulty 5/5 Over a week Newbie friendliness 38/100

emeraldleaf/okl#237 · Opened Oct 20, 2026

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When the gate blocks, say what changed against the lesson, and record the block
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enhancement

Difficulty 4/5 3-5 days Newbie friendliness 52/100

emeraldleaf/okl#236 · Opened Oct 20, 2026

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Experiment: five records in full against twelve, and the token cost of each
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enhancement

Difficulty 4/5 3-5 days Newbie friendliness 35/100

emeraldleaf/okl#234 · 1 comment · Opened Oct 20, 2026

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Load your rules: a section for rules that rest on a standard you don't control
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enhancement

Difficulty 3/5 1-2 days Newbie friendliness 57/100

emeraldleaf/okl#233 · Opened Oct 19, 2026

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Nothing re-runs a check on a schedule, so a change outside the repository is never noticed
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enhancement

Difficulty 5/5 Over a week Newbie friendliness 35/100

emeraldleaf/okl#232 · 1 comment · Opened Oct 19, 2026

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A lesson past its TTL is stale in the briefing but green at the gate
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enhancement

Difficulty 4/5 3-5 days Newbie friendliness 48/100

emeraldleaf/okl#231 · 1 comment · Opened Oct 19, 2026

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Retiring a lesson leaves the lessons that encode it briefed as if nothing changed
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enhancement

Difficulty 4/5 3-5 days Newbie friendliness 45/100

emeraldleaf/okl#230 · Opened Oct 18, 2026

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A wrong retirement can't be undone
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Difficulty 4/5 3-5 days Newbie friendliness 52/100

emeraldleaf/okl#228 · Opened Oct 18, 2026

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Papercuts found by the load-your-rules audit
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Difficulty 3/5 1-2 days Newbie friendliness 35/100

emeraldleaf/okl#223 · 1 comment · Opened Oct 13, 2026

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Tombstone and retraction gates: read the committed tree, cover more file types, use the store's records, run at push
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Difficulty 4/5 3-5 days Newbie friendliness 18/100

emeraldleaf/okl#221 · Opened Oct 13, 2026

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okl bootstrap: deterministic keys, and no files that can never be verified
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Difficulty 3/5 1-2 days Newbie friendliness 45/100

emeraldleaf/okl#220 · Opened Oct 13, 2026

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The seeding prompts: install them without the full scaffold, reach other agents, and fix their instructions
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Difficulty 4/5 3-5 days Newbie friendliness 28/100

emeraldleaf/okl#219 · 1 comment · Opened Oct 13, 2026

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okl seed: validate the whole pack before writing, and fix two misleading messages
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Difficulty 3/5 1-2 days Newbie friendliness 50/100

emeraldleaf/okl#218 · 1 comment · Opened Oct 13, 2026

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okl reverify re-stamps a doc or comment edit that its check doesn't test
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Difficulty 4/5 3-5 days Newbie friendliness 25/100

emeraldleaf/okl#217 · Opened Oct 13, 2026

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Superseded decisions can't be expressed in a pack, and /seed-from-docs ignores ADR status
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Difficulty 4/5 3-5 days Newbie friendliness 40/100

emeraldleaf/okl#216 · Opened Oct 13, 2026

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Packs can't carry a check, a supersession or a removal, and nothing writes lessons back to a pack
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Difficulty 4/5 3-5 days Newbie friendliness 22/100

emeraldleaf/okl#215 · Opened Oct 13, 2026

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Filter before the over-fetch cut, and three small service fixes
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enhancement loop-review

Difficulty 4/5 3-5 days Newbie friendliness 45/100

emeraldleaf/okl#195 · Opened Oct 11, 2026

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Recruit two or three outside users and watch their first hour
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help wanted loop-review

Difficulty 2/5 1-3 hours Newbie friendliness 52/100

emeraldleaf/okl#194 · Opened Oct 11, 2026

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One cross-vendor A/B run
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enhancement help wanted loop-review

Difficulty 4/5 3-5 days Newbie friendliness 42/100

emeraldleaf/okl#193 · Opened Oct 11, 2026

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Make the scaffold gates honest, then group the help
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bug loop-review

Difficulty 3/5 1-2 days Newbie friendliness 62/100

emeraldleaf/okl#192 · Opened Oct 11, 2026

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