public proof projects

tinkershop keeps the raw local activity private and publishes only reviewed project evidence: what problem the work touched, what was built, which systems it exercised, and why it is relevant to senior IC product/platform roles.

Product systems

Checkout, billing, payment resilience, funnels, product analytics, internal tools, and operational support under small-team constraints.

AI tooling

Voice-to-agent input, repo-aware workers, review harnesses, controlled execution, and evidence-backed project memory.

Reliability proof

Observability, event ledgers, Playwright/browser checks, CI gates, generated dashboards, and public-safe summaries.

static public build

fireharp.com/tinkershop

rendered from checked-in public notes; no local daemon required

agentic harness · emerging

Coherence stays shipping. Hookline becomes the central harness where the remaining hook-shaped tools condense into one plug-in surface.

// central hookline

hookline

plug hooks in · ship one harness

absorbs decisions, secrets, supply chain, and hub push into one agent hook plane

decisions

queryable record of why

absorbed

Already scaffolded — captures decisions in a structured form so the why survives the next refactor. Sitting prepared; about to revisit.

secrets-leakage

pattern detection + redaction

absorbed

Catches accidental secrets in commits and agent transcripts. Lives as scattered tools right now; consolidating into a package next.

supply-chain

dependency stack control

absorbed

Same shape as coherence, applied to what a project pulls in: lockfile drift, transitive risk, surprise upgrades. The security side of the harness.

hub-push

agent config hub

absorbed

A separate hub for agentic configuration: prompts, package policy, hooks, and repo wiring live outside the project, then push into each repo like infrastructure-as-code for agents.

similar to gitOps

example workflows: - store all projects' agent configs in one repo - CD agents' configs w/o touching projects – similar how you deliver infra updates

fireharp · Jun 2, 2026

public projects

15

public notes

16

agent sessions

537

commits

105

dirty signals

218

voice context

197

public workbench

Checked-in public project notes render below. The local detector remains private; the public page keeps the rich workbench surface without depending on a daemon bound to 127.0.0.1.

public workbench evidence

101

fireharp/101

public

proof summary

Browser-based voice drill app that trains fast staff/system-design interview reflexes. Implementation of the spec in LOCAL.md gitignored.

activity heatmap

commitdirtysessionvoice
Jul 4
Jul 5
Jul 6
Jul 7
Jul 8
Jul 9
Jul 10
Jul 11
Jul 12
Jul 13
Jul 14
Jul 15
Jul 16
Jul 17
Jul 18

why it is shown

detected

public

note

evidence mix

brief1
commits7
dirty17
sessions24
voice14
checks4

dirty

8

commit

Jul 15, 09:37 PM

seen

Jul 18, 07:01 AM

latest developments
  1. Standalone Go work moved forward

    Jul 15, 09:37 PM

    101 work focused on making the project standalone: complete Antonz channels concurrency exercises, complete Antonz goroutines concurrency exercises, stop tracking vendored Maelstrom install artifacts, and expand Go practice with concurrency exercises and Maelstrom tooling.

  2. Standalone Go work moved forward

    Jul 4, 09:39 PM

    101 work focused on making the project standalone: restore CodeCrafters nested git and document dual-repo workflow and add Go lang-practice workspace with exercises and codecrafters shell.

try-mouse-move

fireharp/try-mouse-move

public

proof summary

React application for progressive, feature-ablatable 2-D cursor trajectory research.

activity heatmap

commitdirtysessionvoice
Jul 4
Jul 5
Jul 6
Jul 7
Jul 8
Jul 9
Jul 10
Jul 11
Jul 12
Jul 13
Jul 14
Jul 15
Jul 16
Jul 17
Jul 18

why it is shown

detected

public

note

evidence mix

brief1
commits2
dirty0
sessions10
voice8
checks4

dirty

0

commit

Jul 14, 07:43 PM

seen

Jul 18, 07:01 AM

latest developments
  1. Add Movement Lab with session evidence and Precursor eval harness

    Jul 14, 07:43 PM

    try-mouse-move had one concrete project implementation change: add Movement Lab with session evidence and Precursor eval harness.

canvases

quickowl/knify

public

proof summary

Agent Canvas work around typed blocks, HTML capture, benchmark helpers, and live-session review surfaces.

activity heatmap

commitdirtysessionvoice
Jul 4
Jul 5
Jul 6
Jul 7
Jul 8
Jul 9
Jul 10
Jul 11
Jul 12
Jul 13
Jul 14
Jul 15
Jul 16
Jul 17
Jul 18

why it is shown

detected

public

note

evidence mix

brief1
commits11
dirty7
sessions67
voice11
checks4

dirty

14

commit

Jul 10, 03:00 PM

seen

Jul 18, 07:01 AM

latest developments
  1. Standalone Go work moved forward

    Jul 10, 03:00 PM

    canvases work focused on making the project standalone: adopt signed hot-cold Knify architecture, verify signed Knify service tokens, secure scoped viewer links, and avoid duplicate goal board prefix.

tinkershop

fireharp/tinkershop

public

proof summary

Local-first project activity detector.

activity heatmap

commitdirtysessionvoice
Jul 4
Jul 5
Jul 6
Jul 7
Jul 8
Jul 9
Jul 10
Jul 11
Jul 12
Jul 13
Jul 14
Jul 15
Jul 16
Jul 17
Jul 18

why it is shown

detected

public

note

evidence mix

brief1
commits0
dirty32
sessions24
voice15
checks4

dirty

37

commit

Jun 3, 02:53 PM

seen

Jul 18, 07:01 AM

latest developments

No curated development notes yet.

pixel-ledger

fireharp/pixel-ledger

public

proof summary

Durable pixel event ledger with split Cloudflare Workers, a React dashboard, and Neon Postgres.

activity heatmap

commitdirtysessionvoice
Jul 4
Jul 5
Jul 6
Jul 7
Jul 8
Jul 9
Jul 10
Jul 11
Jul 12
Jul 13
Jul 14
Jul 15
Jul 16
Jul 17
Jul 18

why it is shown

detected

public

note

evidence mix

brief1
commits8
dirty0
sessions101
voice18
checks8

dirty

0

commit

Jun 24, 07:18 PM

seen

Jul 15, 03:00 PM

latest developments
  1. Standalone Go work moved forward

    Jun 24, 07:18 PM

    pixel-ledger work focused on making the project standalone: improve demo and harden API surfaces, add client setup workflow, and use Fireharp relay for registration notifications.

hookline

fireharp/hookline

public

proof summary

Hookline is a small local hook and steering CLI for agent-driven development. The first version is deterministic: it adapts Codex hook JSON into a normalized event, runs local policy checks, and maps the decision back to Codex hook output.

activity heatmap

commitdirtysessionvoice
Jul 4
Jul 5
Jul 6
Jul 7
Jul 8
Jul 9
Jul 10
Jul 11
Jul 12
Jul 13
Jul 14
Jul 15
Jul 16
Jul 17
Jul 18

why it is shown

detected

public

note

evidence mix

brief1
commits6
dirty2
sessions19
voice11
checks6

dirty

0

commit

Jun 19, 02:42 PM

seen

Jul 15, 03:00 PM

latest developments
  1. Add hookline snooze and hook dedupe

    Jun 11, 07:26 PM

    hookline work focused on project implementation: add hookline snooze and hook dedupe, wip hookline steering, and set up hookline cli.

coherence

fireharp/coherence

public

proof summary

Git-native drift detector for agent-assisted repositories.

activity heatmap

commitdirtysessionvoice
Jul 4
Jul 5
Jul 6
Jul 7
Jul 8
Jul 9
Jul 10
Jul 11
Jul 12
Jul 13
Jul 14
Jul 15
Jul 16
Jul 17
Jul 18

why it is shown

detected

public

note

evidence mix

brief1
commits18
dirty33
sessions60
voice47
checks8

dirty

33

commit

Jun 19, 02:40 PM

seen

Jul 15, 03:00 PM

latest developments
  1. Documentation was clarified

    Jun 12, 12:21 PM

    coherence work focused on documentation: remove disabled docs site link, clarify evidence oracle accounting, expand evidence protocol matrix, and replace lifecycle benchmark with evidence protocol.

  2. Documentation was clarified

    May 20, 12:46 PM

    coherence work focused on documentation: checkpoint loop iteration, surface docs/ pointer in AGENTS.md, surface docs/ pointer in README, and disentangle graph parser comments from snapshot-hash comments.

BitGN

fireharp/bitgn

public

make it to prod

https://bitgn.com/l/ecom1-prod ^ todo

fireharp · Jun 2, 2026

proof summary

Standalone Go workbench for evaluating steering and execution behavior, including dead-exec handling, role-name mismatches, and final-run post-mortems.

activity heatmap

commitdirtysessionvoice
Jul 4
Jul 5
Jul 6
Jul 7
Jul 8
Jul 9
Jul 10
Jul 11
Jul 12
Jul 13
Jul 14
Jul 15
Jul 16
Jul 17
Jul 18

why it is shown

detected

public

note

evidence mix

brief1
commits1
dirty76
sessions109
voice1
checks5

dirty

155

commit

Jun 13, 12:40 PM

seen

Jul 15, 03:00 PM

latest developments

No curated development notes yet.

chant

fireharp/chant

public

proof summary

A recipe cache for coding agents: cache the tested method, not the answer.

activity heatmap

commitdirtysessionvoice
Jul 4
Jul 5
Jul 6
Jul 7
Jul 8
Jul 9
Jul 10
Jul 11
Jul 12
Jul 13
Jul 14
Jul 15
Jul 16
Jul 17
Jul 18

why it is shown

detected

public

note

evidence mix

brief1
commits10
dirty12
sessions8
voice4
checks7

dirty

10

commit

Jun 8, 08:56 PM

seen

Jul 15, 03:00 PM

latest developments
  1. Release publishing was tightened

    Jun 8, 08:56 PM

    chant work focused on release packaging: merge pull request #2 from fireharp/release-please--branches--master--components--chant, merge pull request #1 from fireharp/codex/hegel-verifier-mvp, verify Hegel failure artifacts, and report Hegel properties individually.

copycat

fireharp/copycat

public

proof summary

Preserve recoverable human authorship in project copy. A CLI for turning raw author material notes, voice transcripts, bullets, prior phrasing into finished short-form text — cover letters, blurbs, outreach emails, application materials — without losing your voice.

activity heatmap

commitdirtysessionvoice
Jul 4
Jul 5
Jul 6
Jul 7
Jul 8
Jul 9
Jul 10
Jul 11
Jul 12
Jul 13
Jul 14
Jul 15
Jul 16
Jul 17
Jul 18

why it is shown

detected

public

note

evidence mix

brief1
commits11
dirty32
sessions18
voice14
checks8

dirty

3

commit

Jun 4, 12:01 PM

seen

Jul 15, 03:00 PM

latest developments
  1. Documentation was clarified

    Jun 4, 12:01 PM

    copycat work focused on documentation: add local stop-slop measurement harness, tighten docs and static audits, harden scope and fix lookup races, and harden fix read failures and plateau triggers.

  2. Standalone Go work moved forward

    May 20, 01:40 AM

    copycat work focused on making the project standalone: tighten docs and static audits, harden scope and fix lookup races, harden fix read failures and plateau triggers, and harden compose bench and report messages.

github-invite-broker

fireharp/github-invite

public

proof summary

Standalone Cloudflare Worker for issuing GitHub collaborator invites through shareable links.

activity heatmap

commitdirtysessionvoice
Jul 4
Jul 5
Jul 6
Jul 7
Jul 8
Jul 9
Jul 10
Jul 11
Jul 12
Jul 13
Jul 14
Jul 15
Jul 16
Jul 17
Jul 18

why it is shown

detected

public

note

evidence mix

brief1
commits4
dirty3
sessions0
voice0
checks7

dirty

3

commit

May 22, 12:59 PM

seen

Jul 15, 03:00 PM

latest developments
  1. Standalone Go work moved forward

    May 22, 12:59 PM

    github-invite-broker work focused on making the project standalone: move deployment values out of committed docs, show target repository on invite page, add theme switcher and ops docs, and initial standalone invite broker.

overseer

fireharp/overseer

public

proof summary

A Go CLI that steers Claude Code and OpenAI Codex CLI agents by registering as their hook command. On every hook event PreToolUse, UserPromptSubmit, etc. it judges the situation against a markdown constitution + a versioned precedent ledger, then returns one of:

activity heatmap

commitdirtysessionvoice
Jul 4
Jul 5
Jul 6
Jul 7
Jul 8
Jul 9
Jul 10
Jul 11
Jul 12
Jul 13
Jul 14
Jul 15
Jul 16
Jul 17
Jul 18

why it is shown

detected

public

note

evidence mix

brief1
commits6
dirty2
sessions31
voice10
checks9

dirty

1

commit

May 15, 01:20 PM

seen

Jul 15, 03:00 PM

latest developments
  1. Add benchmark-grade ledger scenarios

    May 15, 01:20 PM

    overseer work focused on project implementation: add benchmark-grade ledger scenarios and add ledger outcome harness tests.

figma-harness

FuturHealth/figma-to-code

public

proof summary

Thin Python harness for turning Figma nodes into HTML/CSS.

activity heatmap

commitdirtysessionvoice
Jul 4
Jul 5
Jul 6
Jul 7
Jul 8
Jul 9
Jul 10
Jul 11
Jul 12
Jul 13
Jul 14
Jul 15
Jul 16
Jul 17
Jul 18

why it is shown

detected

public

note

evidence mix

brief1
commits21
dirty2
sessions66
voice44
checks7

dirty

1

commit

May 1, 02:25 PM

seen

Jul 15, 03:00 PM

latest developments
  1. Add causal watch and stable locks

    May 1, 02:25 PM

    figma-harness work focused on project implementation: add causal watch and stable locks, flag sparse results poster regressions, reject text-contaminated product art crops, and keep completed live iterations closed.

Latent-Space DSPy Agent Prototype

fireharp/dense_llm_latent_space_agent_test

public

proof summary

Python and DSPy prototype exploring LLM pipelines that pass hidden-state tensors between planner, solver, ReACT, and chain-of-thought modules instead of serializing every intermediate step to text.

activity heatmap

commitdirtysessionvoice
Jul 4
Jul 5
Jul 6
Jul 7
Jul 8
Jul 9
Jul 10
Jul 11
Jul 12
Jul 13
Jul 14
Jul 15
Jul 16
Jul 17
Jul 18

why it is shown

detected

public

note

evidence mix

brief1
commits0
dirty0
sessions0
voice0
checks0

dirty

0

commit

Aug 6, 02:27 PM

seen

Jun 3, 12:00 AM

latest developments
  1. Public research note

    Jun 3, 12:00 AM

    The project is tracked as a public research prototype around latent agent communication, token-efficient multi-step reasoning, and edge-only training over small local/open-weight models.

PML: Python-Like Directives for LLM Workflows

local project

public

proof summary

Prototype workspace for .pml files that add directive blocks such as :ask, :do, and :input to Python-like workflows, then process them through a Go parser, watcher, and LLM client into inspectable artifacts.

activity heatmap

commitdirtysessionvoice
Jul 4
Jul 5
Jul 6
Jul 7
Jul 8
Jul 9
Jul 10
Jul 11
Jul 12
Jul 13
Jul 14
Jul 15
Jul 16
Jul 17
Jul 18

why it is shown

detected

public

note

evidence mix

brief1
commits0
dirty0
sessions0
voice0
checks0

dirty

0

commit

no commit yet

seen

Jun 3, 12:00 AM

latest developments
  1. Public concept note

    Jun 3, 12:00 AM

    Prompts, responses, examples, and generated outputs become visible development artifacts rather than hidden chat state; the naming is still being consolidated across PLM, PML, and Python LLM notes.

daily timeline

Daily token charts grouped by agent and token type, plus model and project totals. Cursor includes exact reported turns, sparse historical tokens as unclassified input, and token-unavailable sessions.

checked-in timeline snapshot

timeline days

18

tokens

3.7B

sessions

2,795

dictations

269

tokens by day / agent

CodexClaudeCursor
2.2B1.1B02026-07-01 27.2M total tokens Codex: 27.2M tokens projects: steady garden, careful forge, cosmic comet models: gpt-5.5, <synthetic>2026-07-02 117.1M total tokens Codex: 117.1M tokens projects: steady garden, cosmic comet, tinkershop, rapid beacon models: gpt-5.5, gpt-5.4-mini, <synthetic>, unknown2026-07-03 0 total tokens projects: careful forge models: <synthetic>2026-07-04 3.9M total tokens Cursor: 3.9M tokens token quality: reported 19 timestamp quality: reported 28, session_derived 4 projects: 101, careful forge models: composer-2.5-fast, <synthetic>, unknown, composer-2.52026-07-05 23.1M total tokens Codex: 389K tokens Cursor: 22.7M tokens token quality: reported 17 timestamp quality: reported 21, session_derived 16 projects: steady garden, 101, careful forge models: composer-2.5-fast, gpt-5.5, <synthetic>, unknown2026-07-06 206.9M total tokens Codex: 174M tokens Cursor: 32.9M tokens token quality: reported 35 timestamp quality: reported 43, session_derived 10 projects: steady garden, tinkershop, bright harbor, steady garden models: gpt-5.5, composer-2.5-fast, <synthetic>, unknown2026-07-07 11.5M total tokens Codex: 6M tokens Cursor: 5.6M tokens token quality: reported 3 timestamp quality: reported 4 projects: cosmic comet, steady garden, careful forge, eager forge models: gpt-5.5, composer-2.5-fast, <synthetic>, unknown2026-07-08 51.4M total tokens Codex: 51.4M tokens projects: eager forge, eager forge, careful forge, clever canvas models: gpt-5.5, <synthetic>2026-07-09 112.8M total tokens Codex: 103.2M tokens Cursor: 9.7M tokens token quality: reported 8 timestamp quality: reported 10, session_derived 3 projects: canvases, rapid signal, clever canvas, eager forge models: gpt-5.6-sol, composer-2.5-fast, gpt-5.5, <synthetic>2026-07-10 2.2B total tokens Codex: 2.1B tokens Claude: 67M tokens Cursor: 1.2M tokens token quality: reported 6 timestamp quality: reported 8 projects: canvases, careful forge, rapid signal, bright lantern models: gpt-5.6-sol, claude-sonnet-5, codex-auto-review, gpt-5.52026-07-11 89.6M total tokens Claude: 89.6M tokens projects: careful forge models: claude-sonnet-52026-07-12 36.3M total tokens Claude: 36.3M tokens projects: careful forge models: claude-sonnet-52026-07-13 109.5M total tokens Claude: 109.5M tokens projects: careful forge models: claude-sonnet-52026-07-14 168.9M total tokens Codex: 109.5M tokens Claude: 48.5M tokens Cursor: 10.9M tokens token quality: reported 7 timestamp quality: reported 8, session_derived 1 projects: tinkershop, careful forge, try-mouse-move, bright notebook models: gpt-5.5, claude-sonnet-5, gpt-5.6-sol, composer-2.5-fast2026-07-15 335.5M total tokens Codex: 328.5M tokens Cursor: 7M tokens token quality: reported 8 timestamp quality: reported 10 projects: bright notebook, tinkershop, clever canvas, 101 models: gpt-5.6-sol, gpt-5.5, codex-auto-review, gpt-5.6-luna2026-07-16 24M total tokens Codex: 21.3M tokens Cursor: 2.7M tokens token quality: reported 4 timestamp quality: reported 5 projects: clever canvas, tinkershop, 101, eager forge models: gpt-5.5, gpt-5.4-mini, composer-2.5-fast, codex-auto-review2026-07-17 235.3M total tokens Codex: 235.3M tokens timestamp quality: session_derived 9 projects: tinkershop, eager notebook, steady canvas, 101 models: gpt-5.6-sol, gpt-5.6-terra, codex-auto-review, gpt-5.4-mini2026-07-18 173.7K total tokens Codex: 173.7K tokens projects: tinkershop models: gpt-5.4-miniJul 1Jul 10Jul 18

sessions by day / agent

CodexClaudeCursor
47823902026-07-01 177 agent sessions Codex: 11 sessions Claude: 166 sessions projects: steady garden, careful forge, cosmic comet models: gpt-5.5, <synthetic>2026-07-02 280 agent sessions Codex: 33 sessions Claude: 247 sessions projects: steady garden, cosmic comet, tinkershop, rapid beacon models: gpt-5.5, gpt-5.4-mini, <synthetic>, unknown2026-07-03 269 agent sessions Claude: 269 sessions projects: careful forge models: <synthetic>2026-07-04 169 agent sessions Claude: 150 sessions Cursor: 19 sessions token quality: reported 19 timestamp quality: reported 28, session_derived 4 projects: 101, careful forge models: composer-2.5-fast, <synthetic>, unknown, composer-2.52026-07-05 258 agent sessions Codex: 1 sessions Claude: 227 sessions Cursor: 30 sessions token quality: reported 17 timestamp quality: reported 21, session_derived 16 projects: steady garden, 101, careful forge models: composer-2.5-fast, gpt-5.5, <synthetic>, unknown2026-07-06 237 agent sessions Codex: 27 sessions Claude: 177 sessions Cursor: 33 sessions token quality: reported 35 timestamp quality: reported 43, session_derived 10 projects: steady garden, tinkershop, bright harbor, steady garden models: gpt-5.5, composer-2.5-fast, <synthetic>, unknown2026-07-07 239 agent sessions Codex: 1 sessions Claude: 236 sessions Cursor: 2 sessions token quality: reported 3 timestamp quality: reported 4 projects: cosmic comet, steady garden, careful forge, eager forge models: gpt-5.5, composer-2.5-fast, <synthetic>, unknown2026-07-08 368 agent sessions Codex: 3 sessions Claude: 365 sessions projects: eager forge, eager forge, careful forge, clever canvas models: gpt-5.5, <synthetic>2026-07-09 201 agent sessions Codex: 13 sessions Claude: 179 sessions Cursor: 9 sessions token quality: reported 8 timestamp quality: reported 10, session_derived 3 projects: canvases, rapid signal, clever canvas, eager forge models: gpt-5.6-sol, composer-2.5-fast, gpt-5.5, <synthetic>2026-07-10 478 agent sessions Codex: 83 sessions Claude: 392 sessions Cursor: 3 sessions token quality: reported 6 timestamp quality: reported 8 projects: canvases, careful forge, rapid signal, bright lantern models: gpt-5.6-sol, claude-sonnet-5, codex-auto-review, gpt-5.52026-07-11 12 agent sessions Claude: 12 sessions projects: careful forge models: claude-sonnet-52026-07-12 5 agent sessions Claude: 5 sessions projects: careful forge models: claude-sonnet-52026-07-13 12 agent sessions Claude: 12 sessions projects: careful forge models: claude-sonnet-52026-07-14 34 agent sessions Codex: 14 sessions Claude: 15 sessions Cursor: 5 sessions token quality: reported 7 timestamp quality: reported 8, session_derived 1 projects: tinkershop, careful forge, try-mouse-move, bright notebook models: gpt-5.5, claude-sonnet-5, gpt-5.6-sol, composer-2.5-fast2026-07-15 17 agent sessions Codex: 15 sessions Cursor: 2 sessions token quality: reported 8 timestamp quality: reported 10 projects: bright notebook, tinkershop, clever canvas, 101 models: gpt-5.6-sol, gpt-5.5, codex-auto-review, gpt-5.6-luna2026-07-16 5 agent sessions Codex: 4 sessions Cursor: 1 sessions token quality: reported 4 timestamp quality: reported 5 projects: clever canvas, tinkershop, 101, eager forge models: gpt-5.5, gpt-5.4-mini, composer-2.5-fast, codex-auto-review2026-07-17 33 agent sessions Codex: 19 sessions Cursor: 14 sessions timestamp quality: session_derived 9 projects: tinkershop, eager notebook, steady canvas, 101 models: gpt-5.6-sol, gpt-5.6-terra, codex-auto-review, gpt-5.4-mini2026-07-18 1 agent sessions Codex: 1 sessions projects: tinkershop models: gpt-5.4-miniJul 1Jul 10Jul 18

tokens by day / type

InputUnclassified inputOutputCache createCache read
2.2B1.1B02026-07-01 27.2M total tokens Input: 2M tokens Output: 201.9K tokens Cache read: 25M tokens projects: steady garden, careful forge, cosmic comet models: gpt-5.5, <synthetic>2026-07-02 117.1M total tokens Input: 10.2M tokens Output: 635.4K tokens Cache read: 106.3M tokens projects: steady garden, cosmic comet, tinkershop, rapid beacon models: gpt-5.5, gpt-5.4-mini, <synthetic>, unknown2026-07-03 0 total tokens projects: careful forge models: <synthetic>2026-07-04 3.9M total tokens Input: 352.1K tokens Output: 55.2K tokens Cache read: 3.5M tokens token quality: reported 19 timestamp quality: reported 28, session_derived 4 projects: 101, careful forge models: composer-2.5-fast, <synthetic>, unknown, composer-2.52026-07-05 23.1M total tokens Input: 1.2M tokens Output: 101.4K tokens Cache read: 21.7M tokens token quality: reported 17 timestamp quality: reported 21, session_derived 16 projects: steady garden, 101, careful forge models: composer-2.5-fast, gpt-5.5, <synthetic>, unknown2026-07-06 206.9M total tokens Input: 13.7M tokens Output: 1M tokens Cache read: 192.2M tokens token quality: reported 35 timestamp quality: reported 43, session_derived 10 projects: steady garden, tinkershop, bright harbor, steady garden models: gpt-5.5, composer-2.5-fast, <synthetic>, unknown2026-07-07 11.5M total tokens Input: 774.4K tokens Output: 63.7K tokens Cache read: 10.7M tokens token quality: reported 3 timestamp quality: reported 4 projects: cosmic comet, steady garden, careful forge, eager forge models: gpt-5.5, composer-2.5-fast, <synthetic>, unknown2026-07-08 51.4M total tokens Input: 2.7M tokens Output: 260.1K tokens Cache read: 48.5M tokens projects: eager forge, eager forge, careful forge, clever canvas models: gpt-5.5, <synthetic>2026-07-09 112.8M total tokens Input: 7.2M tokens Output: 513.5K tokens Cache read: 105.1M tokens token quality: reported 8 timestamp quality: reported 10, session_derived 3 projects: canvases, rapid signal, clever canvas, eager forge models: gpt-5.6-sol, composer-2.5-fast, gpt-5.5, <synthetic>2026-07-10 2.2B total tokens Input: 60.6M tokens Output: 4.5M tokens Cache create: 6.7M tokens Cache read: 2.1B tokens token quality: reported 6 timestamp quality: reported 8 projects: canvases, careful forge, rapid signal, bright lantern models: gpt-5.6-sol, claude-sonnet-5, codex-auto-review, gpt-5.52026-07-11 89.6M total tokens Input: 2,206 tokens Output: 417.7K tokens Cache create: 1.8M tokens Cache read: 87.4M tokens projects: careful forge models: claude-sonnet-52026-07-12 36.3M total tokens Input: 868 tokens Output: 155.3K tokens Cache create: 790.9K tokens Cache read: 35.4M tokens projects: careful forge models: claude-sonnet-52026-07-13 109.5M total tokens Input: 2,702 tokens Output: 568.5K tokens Cache create: 2.1M tokens Cache read: 106.9M tokens projects: careful forge models: claude-sonnet-52026-07-14 168.9M total tokens Input: 6.3M tokens Output: 782.9K tokens Cache create: 1.6M tokens Cache read: 160.3M tokens token quality: reported 7 timestamp quality: reported 8, session_derived 1 projects: tinkershop, careful forge, try-mouse-move, bright notebook models: gpt-5.5, claude-sonnet-5, gpt-5.6-sol, composer-2.5-fast2026-07-15 335.5M total tokens Input: 20.4M tokens Output: 1.3M tokens Cache read: 313.8M tokens token quality: reported 8 timestamp quality: reported 10 projects: bright notebook, tinkershop, clever canvas, 101 models: gpt-5.6-sol, gpt-5.5, codex-auto-review, gpt-5.6-luna2026-07-16 24M total tokens Input: 3.2M tokens Output: 169K tokens Cache read: 20.6M tokens token quality: reported 4 timestamp quality: reported 5 projects: clever canvas, tinkershop, 101, eager forge models: gpt-5.5, gpt-5.4-mini, composer-2.5-fast, codex-auto-review2026-07-17 235.3M total tokens Input: 11.2M tokens Output: 806.2K tokens Cache read: 223.3M tokens timestamp quality: session_derived 9 projects: tinkershop, eager notebook, steady canvas, 101 models: gpt-5.6-sol, gpt-5.6-terra, codex-auto-review, gpt-5.4-mini2026-07-18 173.7K total tokens Input: 27.3K tokens Output: 1,247 tokens Cache read: 145.2K tokens projects: tinkershop models: gpt-5.4-miniJul 1Jul 10Jul 18

recent daily bars

newest first

Jul 18

1 projects

codex1s173.7K tok

tokens

173.7K

cache

145.2K

unclassified

0

voice

0

contexts

0

Jul 17

5 projects

codex19s235.3M tokcursor14smumbli36etinkershop2egit9e

Cost accounting was corrected

warpOz work focused on cost accounting: add Oz developer deployment guide, remove unstable hosted run durations, use verified Oz base image, and default hosted playgrounds to low-cost models.

Release publishing was tightened

code work focused on release packaging: refresh Tinkershop public snapshot, sort Tinkershop projects by recency, and publish try-mouse-move evidence report.

tokens

235.3M

cache

223.3M

unclassified

0

voice

12

contexts

24

Jul 16

4 projects

codex4s21.3M tokcursor1s2.7M tokmumbli4etinkershop1egit8e

Release publishing was tightened

code work focused on release packaging: refresh tinkershop public snapshot, sort Tinkershop projects by recency, and publish try-mouse-move evidence report.

tokens

24M

cache

20.6M

unclassified

0

voice

2

contexts

2

Jul 15

7 projects

codex15s328.5M tokcursor2s7M tokmumbli35etinkershop2egit43e

Standalone Go work moved forward

101 work focused on making the project standalone: complete Antonz channels concurrency exercises, complete Antonz goroutines concurrency exercises, stop tracking vendored Maelstrom install artifacts, and expand Go practice with concurrency exercises and Maelstrom tooling.

Release publishing was tightened

code work focused on release packaging: refresh Tinkershop public snapshot, sort Tinkershop projects by recency, and publish try-mouse-move evidence report.

tokens

335.5M

cache

313.8M

unclassified

0

voice

22

contexts

13

Jul 14

8 projects

codex14s109.5M tokclaude15s48.5M tokcursor5s10.9M tokmumbli34etinkershop2egit21e

Release publishing was tightened

code work focused on release packaging: sort Tinkershop projects by recency, publish try-mouse-move evidence report, and refresh Tinkershop public snapshot.

Add Movement Lab with session evidence and Precursor eval harness

try-mouse-move had one concrete project implementation change: add Movement Lab with session evidence and Precursor eval harness.

tokens

168.9M

cache

160.3M

unclassified

0

voice

9

contexts

25

Jul 13

1 projects

claude12s109.5M tokmumbli1e

tokens

109.5M

cache

106.9M

unclassified

0

voice

0

contexts

0

Jul 12

1 projects

claude5s36.3M tok

tokens

36.3M

cache

35.4M

unclassified

0

voice

0

contexts

0

Jul 11

1 projects

claude12s89.6M tokmumbli2e

tokens

89.6M

cache

87.4M

unclassified

0

voice

1

contexts

1

Jul 10

13 projects

codex83s2.1B tokclaude392s67M tokcursor3s1.2M tokmumbli39etinkershop3egit62e

Standalone Go work moved forward

ipad-mux-2 work focused on making the project standalone: preserve internal canvas link controls, refresh Agentic Canvas for Knify Log, verify live projected canvases on iPad, and clarify multi-agent goal canvases on iPad.

Standalone Go work moved forward

canvases work focused on making the project standalone: adopt signed hot-cold Knify architecture, verify signed Knify service tokens, secure scoped viewer links, and avoid duplicate goal board prefix.

tokens

2.2B

cache

2.1B

unclassified

0

voice

3

contexts

36

Jul 9

7 projects

codex13s103.2M tokclaude179scursor9s9.7M tokmumbli26egit4e

tokens

112.8M

cache

105.1M

unclassified

0

voice

7

contexts

19

Jul 8

4 projects

codex3s51.4M tokclaude365smumbli65egit5e

tokens

51.4M

cache

48.5M

unclassified

0

voice

18

contexts

47

Jul 7

5 projects

codex1s6M tokclaude236scursor2s5.6M tokmumbli47egit13e

tokens

11.5M

cache

10.7M

unclassified

0

voice

8

contexts

39

Jul 6

7 projects

codex27s174M tokclaude177scursor33s32.9M tokmumbli276etinkershop2egit389e

Offline grant-backed auto-enrollment for usage proof

mac-app work focused on project implementation: offline grant-backed auto-enrollment for usage proof, prevent proof-of-use crash and add e2e tests, and add optional proof-of-use module for verifiable dictation receipts.

Standalone Go work moved forward

proof-of-use work focused on making the project standalone: add grant lifecycle, ProofOfUseLocal attestation, and offline verify path, add Go pou v1: verifier CLI, schema, and init synthesis docs, and init: proof-of-use harness with coherence and hookline.

tokens

206.9M

cache

192.2M

unclassified

0

voice

111

contexts

165

Jul 5

3 projects

codex1s389K tokclaude227scursor30s22.7M tokmumbli107etinkershop1egit5e

Documentation was clarified

secrets-leak-protection work focused on documentation: document onecli Cursor plugin submodule progress and add onecli-plugin submodule with Cursor gateway plugin.

tokens

23.1M

cache

21.7M

unclassified

0

voice

26

contexts

81

Jul 4

2 projects

claude150scursor19s3.9M tokmumbli73etinkershop1egit2e

Standalone Go work moved forward

101 work focused on making the project standalone: restore CodeCrafters nested git and document dual-repo workflow and add Go lang-practice workspace with exercises and codecrafters shell.

tokens

3.9M

cache

3.5M

unclassified

0

voice

13

contexts

60

Jul 3

1 projects

claude269s

tokens

0

cache

0

unclassified

0

voice

0

contexts

0

Jul 2

6 projects

codex33s117.1M tokclaude247smumbli130egit1e

tokens

117.1M

cache

106.3M

unclassified

0

voice

27

contexts

103

Jul 1

3 projects

codex11s27.2M tokclaude166smumbli49egit1e

tokens

27.2M

cache

25M

unclassified

0

voice

10

contexts

39